https://x.com/_akhaliq AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo ,submit papers here: https://t.co/UzmYN5XOCi -- Powered by xgo.ing en Content belongs to AK(@_akhaliq) Thu, 29 Oct 2026 12:17:41 GMT XGo.ing RSS Generator AK 2026-10-29T12:17:41Z en Content belongs to AK(@_akhaliq) https://pbs.twimg.com/profile_images/1451191636810092553/kpM5Fe12_normal.jpg https://x.com/_akhaliq https://x.com/_akhaliq/status/2112249207969235093 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>BizBench<br/><br/>Unveiling Hidden Challenges in Deploying Long-Horizon Agents for Real-World Business<br/><br/>paper: <a href='https://huggingface.co/papers/2610.20424' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.20…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HVA3UG7XkAAFMne.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>16</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>15</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>5288</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>17</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 19 Oct 2026 18:27:09 GMT 2112249207969235093 AK (@_akhaliq) 2026-10-19T18:27:09Z https://x.com/_akhaliq/status/2111146269855146487 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Few-Step Generation via Data-Space Iteration<br/><br/>paper: <a href='https://huggingface.co/papers/2610.12102' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.12…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HUxMTglaoAAekNy.png' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>13</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>56</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>15952</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>22</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 16 Oct 2026 17:24:28 GMT 2111146269855146487 AK (@_akhaliq) 2026-10-16T17:24:28Z https://x.com/_akhaliq/status/2111145194511012301 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>OmniCompass<br/><br/>A Holistic Benchmark for Omni-Modal Video Grounding and Understanding<br/><br/>paper: <a href='https://huggingface.co/papers/2610.18829' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.18…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HUxLKynbQAAlBfo.png' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>37</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>11243</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>12</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 16 Oct 2026 17:20:12 GMT 2111145194511012301 AK (@_akhaliq) 2026-10-16T17:20:12Z https://x.com/_akhaliq/status/2111017984462602438 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Hybrid Reasoning Agents<br/><br/>paper: <a href='https://huggingface.co/papers/2610.18861' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.18…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2111017926199570432/vid/avc1/1920x1080/_RG-7H-BxQ8WTXcV.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2111017984462602438/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>26</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>24</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>134</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19210</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>52</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 16 Oct 2026 08:54:42 GMT 2111017984462602438 AK (@_akhaliq) 2026-10-16T08:54:42Z https://x.com/_akhaliq/status/2110784877629202507 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>From Failures to Learnable Worlds<br/><br/>Policy-Conditioned Environment Generation for Navigation Agents<br/><br/>paper: <a href='https://huggingface.co/papers/2610.19420' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.19…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2110784710985318400/vid/avc1/1920x1080/b3AglsA66p6Oq-Jd.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2110784877629202507/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>12</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>15</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>50</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17140</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>23</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 15 Oct 2026 17:28:25 GMT 2110784877629202507 AK (@_akhaliq) 2026-10-15T17:28:25Z https://x.com/_akhaliq/status/2110651055331770485 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Player-1<br/><br/>Learning to Play from Synthetic Experience<br/><br/>paper: <a href='https://huggingface.co/papers/2610.20584' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.20…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2110651017570488320/vid/avc1/1920x1080/rXrn9J4DHDpBsOwA.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2110651055331770485/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>26</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>84</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18339</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>41</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 15 Oct 2026 08:36:40 GMT 2110651055331770485 AK (@_akhaliq) 2026-10-15T08:36:40Z https://x.com/_akhaliq/status/2110423274413056230 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>VideoJev<br/><br/>System One Model for Video Understanding and Interaction<br/><br/>paper: <a href='https://huggingface.co/papers/2610.18615' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.18…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2110423186038992896/vid/avc1/1920x1080/VnC5Vj_T41mcV-J4.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2110423274413056230/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>13</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>71</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>517</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>39846</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>158</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 14 Oct 2026 17:31:33 GMT 2110423274413056230 AK (@_akhaliq) 2026-10-14T17:31:33Z https://x.com/_akhaliq/status/2110413943034491358 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Thinking Inertia<br/><br/>LLMs Keep Thinking When Told Not To<br/><br/>paper: <a href='https://huggingface.co/papers/2610.11765' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.11…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HUmyRTyaMAA5sYO.png' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>24</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>13</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>85</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17404</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>40</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 14 Oct 2026 16:54:28 GMT 2110413943034491358 AK (@_akhaliq) 2026-10-14T16:54:28Z https://x.com/_akhaliq/status/2110057543305396244 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Embodied Turing Machines<br/><br/>Stateful Code for Robot Recursive Self-Improvement<br/><br/>paper: <a href='https://huggingface.co/papers/2610.12369' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.12…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2110057465882820608/vid/avc1/1920x1080/6gXsduJg4xHL7mg8.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2110057543305396244/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>14</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>18</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>81</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19137</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>35</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 13 Oct 2026 17:18:15 GMT 2110057543305396244 AK (@_akhaliq) 2026-10-13T17:18:15Z https://x.com/_akhaliq/status/2109711696944300535 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>BudgetPix<br/><br/>Compute-Adaptive Tokenization for Pixel-Space Image Diffusion<br/><br/>paper: <a href='https://huggingface.co/papers/2610.12307' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.12…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2109711630938578944/vid/avc1/1920x1080/flYsu1vBdhq5bcuL.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2109711696944300535/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>13</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>17</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>172</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>22377</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>50</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 12 Oct 2026 18:23:59 GMT 2109711696944300535 AK (@_akhaliq) 2026-10-12T18:23:59Z https://x.com/_akhaliq/status/2108333776774508934 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Agent Plasticity<br/><br/>Measuring Self-Improvement Through Experience<br/><br/>paper: <a href='https://huggingface.co/papers/2610.08902' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.08…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2108333737285181440/vid/avc1/1920x1080/ufzStPVeZYUVePkI.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2108333776774508934/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>16</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>9</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>64</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19948</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>27</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 08 Oct 2026 23:08:37 GMT 2108333776774508934 AK (@_akhaliq) 2026-10-08T23:08:37Z https://x.com/_akhaliq/status/2108333163768582177 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Iris-3B<br/><br/>Going Beyond the Latent with Pixel-Space Diffusion Training, Conversion and Fine-Tuning<br/><br/>paper: <a href='https://huggingface.co/papers/2610.09450' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.09…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2108333125885726720/vid/avc1/1440x1080/MgWGnPGlTaMLu61x.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2108333163768582177/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>16</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>133</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>20059</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>37</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 08 Oct 2026 23:06:11 GMT 2108333163768582177 AK (@_akhaliq) 2026-10-08T23:06:11Z https://x.com/_akhaliq/status/2108332676826694057 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Native Action-Prior Learning from Videos for World Action Models<br/><br/>paper: <a href='https://huggingface.co/papers/2610.03391' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.03…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2108332626759274496/vid/avc1/1920x1080/PNxtdpYbAfgDX4vv.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2108332676826694057/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>104</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19184</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>23</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 08 Oct 2026 23:04:15 GMT 2108332676826694057 AK (@_akhaliq) 2026-10-08T23:04:15Z https://x.com/_akhaliq/status/2108330240426856643 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>PAMI<br/><br/>Part Anchored Motion for Text to Human-Object Interaction Generation<br/><br/>paper: <a href='https://huggingface.co/papers/2609.38466' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.38…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2108330156578553856/vid/avc1/1920x1080/PAQvz3J2CN5qPNTA.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2108330240426856643/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>12</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>111</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>20326</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>27</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 08 Oct 2026 22:54:34 GMT 2108330240426856643 AK (@_akhaliq) 2026-10-08T22:54:34Z https://x.com/_akhaliq/status/2108329708345758115 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Old Ideas, Novel Problems<br/><br/>The Instability of LLM-Based Novelty Evaluation<br/><br/>paper: <a href='https://huggingface.co/papers/2610.02022' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.02…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HUJKjf0bYAA2cbJ.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>13</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>70</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18552</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>24</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 08 Oct 2026 22:52:27 GMT 2108329708345758115 AK (@_akhaliq) 2026-10-08T22:52:27Z https://x.com/_akhaliq/status/2108328041835540628 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>LIFT<br/><br/>Layout-In-Future Video Generation under Large Viewpoint Change via On-Policy Self-Distillation<br/><br/>paper: <a href='https://huggingface.co/papers/2609.38146' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.38…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2108328007370989568/vid/avc1/1920x1080/YX-47f6_oIVwtP3V.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2108328041835540628/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>56</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17984</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>16</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 08 Oct 2026 22:45:50 GMT 2108328041835540628 AK (@_akhaliq) 2026-10-08T22:45:50Z https://x.com/_akhaliq/status/2107758426843648071 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Qwen-Image-2.1-Multiple-Angles-LoRA<br/><br/>Model: <a href='https://huggingface.co/akhaliq/Qwen-Image-2.1-Multiple-Angles-LoRA' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/akhaliq/Qwen-I…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HUBDHitasAAnt6v.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>43</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17849</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>15</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 07 Oct 2026 09:02:23 GMT 2107758426843648071 AK (@_akhaliq) 2026-10-07T09:02:23Z https://x.com/_akhaliq/status/2107532766858694847 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>OmniReasoning<br/><br/>Pushing the Limits of Audio-Visual Joint Reasoning<br/><br/>paper: <a href='https://huggingface.co/papers/2609.39490' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.39…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HT912I5bYAAwH8v.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>11</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>67</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18036</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>23</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 06 Oct 2026 18:05:42 GMT 2107532766858694847 AK (@_akhaliq) 2026-10-06T18:05:42Z https://x.com/_akhaliq/status/2107532442181808351 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>ALoDLM<br/><br/>Adaptively Looped Diffusion Language Models<br/><br/>paper: <a href='https://huggingface.co/papers/2610.04198' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.04…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HT91irea8AArDGx.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>9</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>67</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17919</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>24</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 06 Oct 2026 18:04:24 GMT 2107532442181808351 AK (@_akhaliq) 2026-10-06T18:04:24Z https://x.com/_akhaliq/status/2107119868218916980 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Rollout-Marginal Distillation for Long-Horizon Autoregressive Video Generation<br/><br/>paper: <a href='https://huggingface.co/papers/2609.37925' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.37…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2107119810018480128/vid/avc1/1280x720/ycDwrcDAMrc6HqmS.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2107119868218916980/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>83</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19144</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>25</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 05 Oct 2026 14:44:59 GMT 2107119868218916980 AK (@_akhaliq) 2026-10-05T14:44:59Z https://x.com/_akhaliq/status/2106960577071296651 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite<br/><br/>paper: <a href='https://huggingface.co/papers/2610.02826' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.02…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HT1tdCGWoAAF4y9.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>15</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>9</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>63</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19778</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>29</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 05 Oct 2026 04:12:01 GMT 2106960577071296651 AK (@_akhaliq) 2026-10-05T04:12:01Z https://x.com/_akhaliq/status/2106959958973759807 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Octrees as an Explicit 3D Language<br/><br/>paper: <a href='https://huggingface.co/papers/2610.02388' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.02…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2106959896893681665/vid/avc1/1920x1080/2S66oJKdGW4zUF04.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2106959958973759807/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>89</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19365</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>23</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 05 Oct 2026 04:09:34 GMT 2106959958973759807 AK (@_akhaliq) 2026-10-05T04:09:34Z https://x.com/_akhaliq/status/2106959328385077426 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>EditHero<br/><br/>A Benchmark for Long-Horizon Part-Level 3D Editing and Vibe Modeling<br/><br/>paper: <a href='https://huggingface.co/papers/2610.02298' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2610.02…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2106959289071853570/vid/avc1/854x480/vWMyjoqewWU4-dQ7.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2106959328385077426/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>12</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>72</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18871</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>19</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 05 Oct 2026 04:07:03 GMT 2106959328385077426 AK (@_akhaliq) 2026-10-05T04:07:03Z https://x.com/_akhaliq/status/2106080325386305893 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Adaptive Reward Routing<br/><br/>Dynamic Multi-Reward Optimization for Joint Audio-Video Diffusion via Forward-Process RL<br/><br/>paper: <a href='https://huggingface.co/papers/2609.37200' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.37…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HTpMvZjXIAA7k41.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>9</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>56</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19999</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>19</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 02 Oct 2026 17:54:13 GMT 2106080325386305893 AK (@_akhaliq) 2026-10-02T17:54:13Z https://x.com/_akhaliq/status/2106063986664075749 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>EgoTools<br/><br/>Towards Tool-Centric Reasoning in Real-World Egocentric Videos<br/><br/>paper: <a href='https://huggingface.co/papers/2609.39378' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.39…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2106063708766027776/vid/avc1/1280x720/Wh1lMHMKqzLvItA_.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2106063986664075749/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>13</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>18</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>108</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>22200</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>36</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 02 Oct 2026 16:49:17 GMT 2106063986664075749 AK (@_akhaliq) 2026-10-02T16:49:17Z https://x.com/_akhaliq/status/2105432314633490445 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>LongLive-Plug<br/><br/>Once-for-All Distillation for Video Generation<br/><br/>paper: <a href='https://huggingface.co/papers/2609.38154' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.38…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2105432205426298880/vid/avc1/1920x1080/FiaxXA-Kq7SyOJ8-.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2105432314633490445/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>11</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>76</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18636</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>25</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 30 Sep 2026 22:59:15 GMT 2105432314633490445 AK (@_akhaliq) 2026-09-30T22:59:15Z https://x.com/_akhaliq/status/2105431737262350346 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Omni-IO Skills<br/><br/>Harnessing Your Agent Omni-Native<br/><br/>paper: <a href='https://huggingface.co/papers/2609.31847' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.31…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2105431624628506624/vid/avc1/1920x1080/dK8Sb68DrRi66brH.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2105431737262350346/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>28</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18136</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>14</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 30 Sep 2026 22:56:57 GMT 2105431737262350346 AK (@_akhaliq) 2026-09-30T22:56:57Z https://x.com/_akhaliq/status/2105430425657364973 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>LEGO-Anything<br/><br/>Coding Agents for 3D Scene Reconstruction<br/><br/>paper: <a href='https://huggingface.co/papers/2609.36380' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.36…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2105430293297700864/vid/avc1/1920x1080/_GNib1Y1TkpddoSF.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2105430425657364973/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>15</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>103</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>685</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>98722</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>201</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 30 Sep 2026 22:51:45 GMT 2105430425657364973 AK (@_akhaliq) 2026-09-30T22:51:45Z https://x.com/_akhaliq/status/2105380761495093276 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>I will be at the Hugging Face Open Together event at the Midway in SF on October 16th<br/><br/>sign up here: <a href='https://luma.com/OpenTogether' target='_blank' style='color: #1da1f2; text-decoration: none;'>luma.com/OpenTogether</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2105380205430980608/vid/avc1/1444x870/Wvktkvs9gTQXy7rW.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2105380761495093276/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>38</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17980</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>7</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 30 Sep 2026 19:34:24 GMT 2105380761495093276 AK (@_akhaliq) 2026-09-30T19:34:24Z https://x.com/_akhaliq/status/2105203437680168986 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>SpatialClaw<br/><br/>Rethinking Action Interface for Agentic Spatial Reasoning<br/><br/>paper: <a href='https://huggingface.co/papers/2606.13673' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2606.13…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HTcvWYnaIAAAT7v.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>20</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>14</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>95</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18272</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>34</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 30 Sep 2026 07:49:46 GMT 2105203437680168986 AK (@_akhaliq) 2026-09-30T07:49:46Z https://x.com/_akhaliq/status/2105138799147982883 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Audio8 ASR Infinite<br/><br/>streaming speech recognition model<br/><br/>the native streaming architecture decodes 12.5 times per second<br/><br/>a rolling KV Cache keeps both memory and latency constant, even in 24/7 operation<br/><br/>one text token per clock step (12.5 / 8.3 / 6.25 decisions per second), balancing perception granularity and resource cost<br/><br/>ML intern in huggingchat setup a gradio workflow to try it out: <a href='https://huggingface.co/spaces/akhaliq/audio8-asr-workflow' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/spaces/akhaliq…</a><br/><br/>huggingchat: <a href='https://huggingface.co/chat/' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/chat/</a><br/><br/>model: <a href='https://huggingface.co/Edge0/Audio8-ASR-Infinite' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/Edge0/Audio8-A…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2105138503164329984/vid/avc1/1312x916/RPk602YZ2Yr0v799.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2105138799147982883/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>15</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>12</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>86</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18369</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>36</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 30 Sep 2026 03:32:55 GMT 2105138799147982883 AK (@_akhaliq) 2026-09-30T03:32:55Z https://x.com/_akhaliq/status/2104649800654504175 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>FuseReg<br/><br/>Regularizing Layer Fusion Mitigates the Reconstruction-Generation Gap in Representation Autoencoders<br/><br/>paper: <a href='https://huggingface.co/papers/2609.31620' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.31…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HTU3xRUbgAA_wza.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>32</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17714</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>13</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 28 Sep 2026 19:09:49 GMT 2104649800654504175 AK (@_akhaliq) 2026-09-28T19:09:49Z https://x.com/_akhaliq/status/2103952916545761536 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>ProgramDistill<br/><br/>From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks<br/><br/>paper: <a href='https://huggingface.co/papers/2609.18805' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.18…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2103952825357406208/vid/avc1/1920x1080/TWD88wGtDd-j-ZAs.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2103952916545761536/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>20</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>62</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>21165</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>29</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sat, 26 Sep 2026 21:00:39 GMT 2103952916545761536 AK (@_akhaliq) 2026-09-26T21:00:39Z https://x.com/_akhaliq/status/2103578627359268987 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Qwen-Image-2.1-viggle-turbo v0.2 is out on Hugging Face<br/><br/>Text-to-image and image editing in 6 steps<br/><br/>about 5× faster than the 40-step Qwen-Image-2.1<br/><br/>model: <a href='https://huggingface.co/Viggle/Qwen-Image-2.1-viggle-turbo' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/Viggle/Qwen-Im…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2103577944681803776/vid/avc1/1920x1080/cdM0aMCXg6ILX-iD.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2103578627359268987/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>24</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>51</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>546</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>46676</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>190</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 25 Sep 2026 20:13:22 GMT 2103578627359268987 AK (@_akhaliq) 2026-09-25T20:13:22Z https://x.com/_akhaliq/status/2103540737656918351 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Training Object Permanence in World Models<br/><br/>paper: <a href='https://huggingface.co/papers/2609.28654' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.28…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HTFG4SIbMAA1YIu.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>11</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>11</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>89</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19080</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>31</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 25 Sep 2026 17:42:48 GMT 2103540737656918351 AK (@_akhaliq) 2026-09-25T17:42:48Z https://x.com/_akhaliq/status/2103201617004949888 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Pruna-Qwen-Image-2.1<br/><br/>a set of a few-step LoRA adapters that make Qwen-Image-2.1 up to 6.3× faster for image generation and editing<br/><br/>Generate or edit images in just 5 or 8 steps instead of 40. Choose 5 steps for maximum speed or 8 steps for the best balance<br/><br/>HF workflow: <a href='https://huggingface.co/spaces/akhaliq/Pruna-Qwen-Image-2.1' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/spaces/akhaliq…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2103201452516925440/vid/avc1/1280x720/WVV47pjctl8ijbjl.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2103201617004949888/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>24</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>22</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>179</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>22633</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>70</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 24 Sep 2026 19:15:15 GMT 2103201617004949888 AK (@_akhaliq) 2026-09-24T19:15:15Z https://x.com/_akhaliq/status/2103184974107328677 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>On the Diffusibility of High-Dimensional Latents<br/><br/>paper: <a href='https://huggingface.co/papers/2609.28473' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.28…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HTADkJwaUAAMhgo.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>18</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>16</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>126</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>20144</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>44</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 24 Sep 2026 18:09:07 GMT 2103184974107328677 AK (@_akhaliq) 2026-09-24T18:09:07Z https://x.com/_akhaliq/status/2102938541471015137 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Contrastive Language Models<br/><br/>HF: <a href='https://huggingface.co/Contrastive-LM' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/Contrastive-LM</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2102938364320403456/vid/avc1/1920x1080/c85HYWN5M9GGjpLW.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2102938541471015137/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>17</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>49</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>549</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>57860</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>139</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 24 Sep 2026 01:49:53 GMT 2102938541471015137 AK (@_akhaliq) 2026-09-24T01:49:53Z https://x.com/_akhaliq/status/2102474539620090152 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Transferring the Intelligence of VLMs to Robotic Control<br/><br/>paper: <a href='https://huggingface.co/papers/2609.22966' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.22…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HS19ay4boAAlVyX.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>14</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>15</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>117</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>22021</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>42</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 22 Sep 2026 19:06:06 GMT 2102474539620090152 AK (@_akhaliq) 2026-09-22T19:06:06Z https://x.com/_akhaliq/status/2102474190335234301 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>onPanda<br/><br/>Efficient Annotation of On-Policy Alignment Data for LLMs and Agents via Token-Level Correction<br/><br/>paper: <a href='https://huggingface.co/papers/2609.24983' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.24…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HS19BOoa0AAS2V_.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>35</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18088</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>13</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 22 Sep 2026 19:04:43 GMT 2102474190335234301 AK (@_akhaliq) 2026-09-22T19:04:43Z https://x.com/_akhaliq/status/2102452358118871331 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>RRSI<br/><br/>Regularized Recursive Self-Improvement of Agent Harnesses<br/><br/>paper: <a href='https://huggingface.co/papers/2609.24972' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.24…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HS1pFg3boAEpZej.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>21</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>80</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19854</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>28</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 22 Sep 2026 17:37:58 GMT 2102452358118871331 AK (@_akhaliq) 2026-09-22T17:37:58Z https://x.com/_akhaliq/status/2102266547108819254 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>WorldCrafter<br/><br/>Consistent Video World Model with Implicit 3D-aware Memory<br/><br/>paper: <a href='https://huggingface.co/papers/2609.24984' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.24…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2102266443962490880/vid/avc1/1080x1080/JKGjih2wS94ZkV8X.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2102266547108819254/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>15</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>23</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>199</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>21129</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>56</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 22 Sep 2026 05:19:37 GMT 2102266547108819254 AK (@_akhaliq) 2026-09-22T05:19:37Z https://x.com/_akhaliq/status/2102205326485557643 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>CodeMidas<br/><br/>Scaling Agentic Coding RL Environments from Code Itself<br/><br/>paper: <a href='https://huggingface.co/papers/2609.22068' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.22…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HSyIVq5bAAAEFOW.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>15</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>53</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17114</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>25</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 22 Sep 2026 01:16:21 GMT 2102205326485557643 AK (@_akhaliq) 2026-09-22T01:16:21Z https://x.com/_akhaliq/status/2101679817762734150 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Qwen-Image-2.1 is out on Hugging Face<br/><br/>app: <a href='https://huggingface.co/spaces/akhaliq/Qwen-Image-2.1' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/spaces/akhaliq…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HSqqniPbwAAfKQa.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>17</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>16</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>164</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>29356</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>44</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sun, 20 Sep 2026 14:28:10 GMT 2101679817762734150 AK (@_akhaliq) 2026-09-20T14:28:10Z https://x.com/_akhaliq/status/2101021609113112658 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>JEPA-Anything<br/><br/>Learning Predictive Models across Different Worlds<br/><br/>paper: <a href='https://huggingface.co/papers/2609.20800' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.20…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HShTdLgaQAAor5U.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>23</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>49</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>280</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>33138</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>76</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 18 Sep 2026 18:52:41 GMT 2101021609113112658 AK (@_akhaliq) 2026-09-18T18:52:41Z https://x.com/_akhaliq/status/2101020560964866103 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>An Empirical Study of Harness Design for Coding Agents<br/><br/>paper: <a href='https://huggingface.co/papers/2609.20804' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.20…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HShTBsraIAABLq-.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>16</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>22</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>109</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>22840</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>43</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Fri, 18 Sep 2026 18:48:31 GMT 2101020560964866103 AK (@_akhaliq) 2026-09-18T18:48:31Z https://x.com/_akhaliq/status/2100676592577937659 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Agora<br/><br/>Git as Shared Memory for Collective AutoResearch<br/><br/>paper: <a href='https://huggingface.co/papers/2609.18094' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.18…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HScaMoYWYAALjqH.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>17</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>14</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>69</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>55580</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>31</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 17 Sep 2026 20:01:43 GMT 2100676592577937659 AK (@_akhaliq) 2026-09-17T20:01:43Z https://x.com/_akhaliq/status/2100636566997836191 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>LimiX-2<br/><br/>A Contextual Mechanism Network Towards General Structured-Data Intelligence<br/><br/>paper: <a href='https://huggingface.co/papers/2609.17488' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.17…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2100636477294301184/vid/avc1/1920x1080/9i2aqXfTdiyq3uPZ.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/_akhaliq/status/2100636566997836191/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>25</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17398</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>8</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 17 Sep 2026 17:22:40 GMT 2100636566997836191 AK (@_akhaliq) 2026-09-17T17:22:40Z https://x.com/_akhaliq/status/2100257483675873481 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>StepAudio 3 Realtime Technical Report<br/><br/>paper: <a href='https://huggingface.co/papers/2609.14005' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.14…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HSWdB-dakAAaFga.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>51</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18313</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>14</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 16 Sep 2026 16:16:19 GMT 2100257483675873481 AK (@_akhaliq) 2026-09-16T16:16:19Z https://x.com/_akhaliq/status/2100256379034615905 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>Continual Learning Mechanisms Compose for Long-Horizon Memorization<br/><br/>paper: <a href='https://huggingface.co/papers/2609.06986' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2609.06…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HSWb7A0bEAAAyGZ.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>15</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>86</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18141</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>26</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 16 Sep 2026 16:11:56 GMT 2100256379034615905 AK (@_akhaliq) 2026-09-16T16:11:56Z