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) Fri, 14 Aug 2026 16:35:10 GMT XGo.ing RSS Generator AK 2026-08-14T16:35:10Z 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/2087951732235993488 <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;'>MiniMax-Music3 gradio workflow is out<br/><br/><a href='https://huggingface.co/spaces/akhaliq/MiniMax-Music3-workflow' 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/HPnk92eWkAE_48V.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>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>33</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>15726</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>11</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, 13 Aug 2026 17:17:39 GMT 2087951732235993488 AK (@_akhaliq) 2026-08-13T17:17:39Z https://x.com/_akhaliq/status/2087941343175750088 <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;'>SCoPE<br/><br/>Sightline-Coordinate Positional Encoding for Video Diffusion Transformers<br/><br/>model: <a href='https://huggingface.co/TencentARC/SCoPE' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/TencentARC/SCo…</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/2087941130016940032/vid/avc1/1920x1080/2rPfFlaiYBFnW1Vl.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/2087941343175750088/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>43</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>16387</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> Thu, 13 Aug 2026 16:36:22 GMT 2087941343175750088 AK (@_akhaliq) 2026-08-13T16:36:22Z https://x.com/_akhaliq/status/2087591432697651424 <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;'>BDH-CQ<br/><br/>In-Context Learning with Recurrent Latent Reasoning<br/><br/>paper: <a href='https://huggingface.co/papers/2608.09888' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2608.09…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HPidOxdXgAIu6Pv.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>17</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>17992</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> Wed, 12 Aug 2026 17:25:57 GMT 2087591432697651424 AK (@_akhaliq) 2026-08-12T17:25:57Z https://x.com/_akhaliq/status/2087026792972308750 <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;'>SWE-Bench ProMax<br/><br/>Benchmarking Agents on Large-Scale Multilingual Code Refactoring<br/><br/>paper: <a href='https://huggingface.co/papers/2608.09802' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2608.09…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HPabsgYXUAIQkFE.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>10</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>22920</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, 11 Aug 2026 04:02:17 GMT 2087026792972308750 AK (@_akhaliq) 2026-08-11T04:02:17Z https://x.com/_akhaliq/status/2086894806932865475 <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;'>MatrAIx<br/><br/>Simulating the World with 8.3 Billion Persona Agents<br/><br/>paper: <a href='https://huggingface.co/papers/2608.04205' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2608.04…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HPYjnALWcAEPQs6.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>10</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>102</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18283</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> Mon, 10 Aug 2026 19:17:49 GMT 2086894806932865475 AK (@_akhaliq) 2026-08-10T19:17:49Z https://x.com/_akhaliq/status/2085414421308801399 <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;'>Toward Skill-Native LLMs<br/><br/>Skill Entropy for Benchmarking and Training Long-Horizon Reasoning<br/><br/>paper: <a href='https://huggingface.co/papers/2608.05139' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2608.05…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HPDhHpqXMAAvn6V.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>81</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19123</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> Thu, 06 Aug 2026 17:15:17 GMT 2085414421308801399 AK (@_akhaliq) 2026-08-06T17:15:17Z https://x.com/_akhaliq/status/2085412102508777749 <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;'>without the lora</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/2085412046460346368/vid/avc1/960x544/hZEoU47lTGRvxQB0.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/2085412102508777749/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>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; 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>4043</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>1</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, 06 Aug 2026 17:06:04 GMT 2085412102508777749 AK (@_akhaliq) 2026-08-06T17:06:04Z https://x.com/_akhaliq/status/2085411261404094506 <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;'>MiniMax-H3-Turbo-Lora<br/><a href='https://huggingface.co/spaces/akhaliq/MiniMax-H3-Turbo-Lora' 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/2085411174175145986/vid/avc1/960x544/Yb0xE12oTga4dIv0.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/2085411261404094506/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>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>68</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18593</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> Thu, 06 Aug 2026 17:02:44 GMT 2085411261404094506 AK (@_akhaliq) 2026-08-06T17:02:44Z https://x.com/_akhaliq/status/2085394846861189201 <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;'>Towards Physics of Multimodal Pretraining<br/><br/>Knowledge Flow, Modality Synergy, Early Unification, and Recipes<br/><br/>paper: <a href='https://huggingface.co/papers/2608.05000' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2608.05…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HPDPflxW0AAg4rR.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>16</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>19328</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> Thu, 06 Aug 2026 15:57:30 GMT 2085394846861189201 AK (@_akhaliq) 2026-08-06T15:57:30Z https://x.com/_akhaliq/status/2085048994976124988 <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;'>MerchantBench<br/><br/>Benchmarking LLM Agents for Long-Term Coherence in E-Commerce Operations<br/><br/>paper: <a href='https://huggingface.co/papers/2607.28956' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.28…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HO-UzuxWEAAlAJk.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>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>47</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18317</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> Wed, 05 Aug 2026 17:03:13 GMT 2085048994976124988 AK (@_akhaliq) 2026-08-05T17:03:13Z https://x.com/_akhaliq/status/2084681869501555031 <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;'>DAPD<br/><br/>Dual-Anchored Policy Distillation<br/><br/>paper: <a href='https://huggingface.co/papers/2608.01735' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2608.01…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HO5HAESW8AAPofS.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>3</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>44</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17894</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, 04 Aug 2026 16:44:23 GMT 2084681869501555031 AK (@_akhaliq) 2026-08-04T16:44:23Z https://x.com/_akhaliq/status/2084680378732753252 <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;'>LongHorizon-Harness<br/><br/>Advancing Long-Horizon Agents for Real-World Tasks<br/><br/>paper: <a href='https://huggingface.co/papers/2608.01964' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2608.01…</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/2084680282389573632/vid/avc1/1920x1080/2RzAhGIILboBYTVi.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/2084680378732753252/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>29</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>142</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>24185</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> Tue, 04 Aug 2026 16:38:28 GMT 2084680378732753252 AK (@_akhaliq) 2026-08-04T16:38:28Z https://x.com/_akhaliq/status/2084310082762719418 <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 RLVR to RLSVR<br/><br/>Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement<br/><br/>paper: <a href='https://huggingface.co/papers/2607.23802' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.23…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HOz05aJWwAAzj1z.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>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>32</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>166</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>30604</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>55</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, 03 Aug 2026 16:07:02 GMT 2084310082762719418 AK (@_akhaliq) 2026-08-03T16:07:02Z https://x.com/_akhaliq/status/2083258008004354343 <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-UI-Agent Technical Report<br/><br/>Toward Next-Generation Real-World Centric Foundation GUI Agents<br/><br/>paper: <a href='https://huggingface.co/papers/2607.28227' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.28…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HOk4CZMXcAAG4IL.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>18</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>18218</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>20</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, 31 Jul 2026 18:26:28 GMT 2083258008004354343 AK (@_akhaliq) 2026-07-31T18:26:28Z https://x.com/_akhaliq/status/2083256759532019878 <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;'>Explorative Modeling<br/><br/>Unlocking a Third Pretraining Axis and End-to-End Generation<br/><br/>paper: <a href='https://huggingface.co/papers/2607.27372' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.27…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HOk27duXkAAcn4k.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>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>58</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19511</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, 31 Jul 2026 18:21:31 GMT 2083256759532019878 AK (@_akhaliq) 2026-07-31T18:21:31Z https://x.com/_akhaliq/status/2083178755850154099 <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;'>DeepSeek-V4-Flash-0731 is out<br/><br/><a href='https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/deepseek-ai/De…</a></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>21</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>130</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18531</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> Fri, 31 Jul 2026 13:11:33 GMT 2083178755850154099 AK (@_akhaliq) 2026-07-31T13:11:33Z https://x.com/_akhaliq/status/2082869874179572129 <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;'>ID-V2V<br/><br/>Identity-preserving Video Restylization<br/><br/>paper: <a href='https://huggingface.co/papers/2607.22830' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.22…</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/2082869757309521920/vid/avc1/1280x720/I_msGLBHhJJ08Uct.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/2082869874179572129/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>23</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>202</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>22100</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>53</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, 30 Jul 2026 16:44:10 GMT 2082869874179572129 AK (@_akhaliq) 2026-07-30T16:44:10Z https://x.com/_akhaliq/status/2082868397507838421 <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;'>CoRT<br/><br/>Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization<br/><br/>paper: <a href='https://huggingface.co/papers/2607.25659' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.25…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HOfVrvKXoAA3k47.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>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>34</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>15819</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>11</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, 30 Jul 2026 16:38:18 GMT 2082868397507838421 AK (@_akhaliq) 2026-07-30T16:38:18Z https://x.com/_akhaliq/status/2082865430993981563 <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;'>TurboVLA<br/><br/>Real-Time Vision-Language-Action Model at 32 Hz on an RTX 4090 with &lt;1 GB VRAM<br/><br/>paper: <a href='https://t.co/hu2f4oi0zl' target='_blank' style='color: #1da1f2; text-decoration: none;'>https://t.co/hu2f4oi0zl</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HOfS_2WXAAA5SNO.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>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>77</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>15985</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, 30 Jul 2026 16:26:31 GMT 2082865430993981563 AK (@_akhaliq) 2026-07-30T16:26:31Z https://x.com/_akhaliq/status/2082532265087619398 <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;'>A New Role for Relevance<br/><br/>Guiding Corpus Interaction in Agentic Search<br/><br/>paper: <a href='https://huggingface.co/papers/2607.24223' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.24…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HOakAZsWwAAwQ-k.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>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>37</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>16858</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>10</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, 29 Jul 2026 18:22:38 GMT 2082532265087619398 AK (@_akhaliq) 2026-07-29T18:22:38Z https://x.com/_akhaliq/status/2082503152104833072 <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;'>HiFi-UMI<br/><br/>Learning Deployable Manipulation Policies from High-Fidelity UMI Data Alone<br/><br/>paper: <a href='https://huggingface.co/papers/2607.25895' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.25…</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/2082503051441545216/vid/avc1/1488x998/Ys_n_XQl1ODKLoHN.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/2082503152104833072/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>23</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>187</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>50475</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>45</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, 29 Jul 2026 16:26:57 GMT 2082503152104833072 AK (@_akhaliq) 2026-07-29T16:26:57Z https://x.com/_akhaliq/status/2082283660628115926 <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;'>A.X K2 just dropped on Hugging Face<br/><br/>Large-Scale Sparse MoE (688B / 33B Active)<br/><br/><a href='https://huggingface.co/skt/A.X-K2' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/skt/A.X-K2</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HOXB3-AX0AAMYo1.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>15</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>88</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17938</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> Wed, 29 Jul 2026 01:54:46 GMT 2082283660628115926 AK (@_akhaliq) 2026-07-29T01:54:46Z https://x.com/_akhaliq/status/2082205656837226973 <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 Proprietary to Open-Source<br/><br/>Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search<br/><br/>paper: <a href='https://huggingface.co/papers/2607.24280' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.24…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HOV680SWwAAbbTA.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>1</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>25</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>16541</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>10</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, 28 Jul 2026 20:44:48 GMT 2082205656837226973 AK (@_akhaliq) 2026-07-28T20:44:48Z https://x.com/_akhaliq/status/2081921773910499494 <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;'>StateAct<br/><br/>Program State, before Pixels, for Long-Horizon Computer-Use Agents<br/><br/>paper: <a href='https://huggingface.co/papers/2607.22798' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.22…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HOR4wTEWwAAUn73.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>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>36</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>22262</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> Tue, 28 Jul 2026 01:56:45 GMT 2081921773910499494 AK (@_akhaliq) 2026-07-28T01:56:45Z https://x.com/_akhaliq/status/2081847954667655462 <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;'><a href='https://huggingface.co/docs/inference-providers/integrations/claude-code' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/docs/inference…</a></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>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; 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>4073</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>2</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, 27 Jul 2026 21:03:25 GMT 2081847954667655462 AK (@_akhaliq) 2026-07-27T21:03:25Z https://x.com/_akhaliq/status/2081847894944981219 <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;'>kimi k3 in claude code via hf claude</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HOQ1kgVWEAAY7-4.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>3</span></span><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='color: #f91880; 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>16088</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>6</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, 27 Jul 2026 21:03:11 GMT 2081847894944981219 AK (@_akhaliq) 2026-07-27T21:03:11Z https://x.com/_akhaliq/status/2081763794984771775 <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;'>Kimi K3 is out<br/><a href='https://huggingface.co/moonshotai/Kimi-K3' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/moonshotai/Kim…</a></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>4</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>15689</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>9</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, 27 Jul 2026 15:29:00 GMT 2081763794984771775 AK (@_akhaliq) 2026-07-27T15:29:00Z https://x.com/_akhaliq/status/2080363934289191156 <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;'>Apple-π<br/><br/>Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence<br/><br/>paper: <a href='https://huggingface.co/papers/2607.16401' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.16…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HN7v8FtXMAAB04H.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>14</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>42776</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, 23 Jul 2026 18:46:27 GMT 2080363934289191156 AK (@_akhaliq) 2026-07-23T18:46:27Z https://x.com/_akhaliq/status/2080289833663029295 <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;'>SLAI T-Rex<br/><br/>Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD<br/><br/>paper: <a href='https://huggingface.co/papers/2607.20145' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.20…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HN6sgMHXkAAC3oC.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>10</span></span><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='color: #f91880; margin-right: 4px;'>❤️</span><span>45</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>16550</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> Thu, 23 Jul 2026 13:52:00 GMT 2080289833663029295 AK (@_akhaliq) 2026-07-23T13:52:00Z https://x.com/_akhaliq/status/2080288883531518092 <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;'>Reading and Steering Representations of Materials Science Mechanisms in an Open Weight Language Model<br/><br/>paper: <a href='https://huggingface.co/papers/2607.20058' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.20…</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/2080288686353059842/vid/avc1/1280x720/82T09sZF50c4Qp__.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/2080288883531518092/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>8</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>16098</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> Thu, 23 Jul 2026 13:48:14 GMT 2080288883531518092 AK (@_akhaliq) 2026-07-23T13:48:14Z https://x.com/_akhaliq/status/2079980795071000858 <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;'>DataFlow-Harness<br/><br/>A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HN2Tc2uWIAABs7K.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>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>54</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>16540</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> Wed, 22 Jul 2026 17:24:00 GMT 2079980795071000858 AK (@_akhaliq) 2026-07-22T17:24:00Z https://x.com/_akhaliq/status/2079980796782236046 <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;'>paper: <a href='https://huggingface.co/papers/2607.16617' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.16…</a></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>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; 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>3317</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>1</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, 22 Jul 2026 17:24:00 GMT 2079980796782236046 AK (@_akhaliq) 2026-07-22T17:24:00Z https://x.com/_akhaliq/status/2079948645491769755 <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;'>Solar Open2 250B just dropped on Hugging Face<br/><br/><a href='https://huggingface.co/upstage/Solar-Open2-250B' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/upstage/Solar-…</a></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HN12GbDW4AAl9JO.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>27</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>150</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>23065</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, 22 Jul 2026 15:16:15 GMT 2079948645491769755 AK (@_akhaliq) 2026-07-22T15:16:15Z https://x.com/_akhaliq/status/2079945991470358945 <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;'>ABot-World-0<br/><br/>Infinite Interactive World Rollout on a Single Desktop GPU</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/2079945908314161152/vid/avc1/1164x640/c1hl-KKOkchV65Rf.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/2079945991470358945/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>22</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>121</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17369</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> Wed, 22 Jul 2026 15:05:42 GMT 2079945991470358945 AK (@_akhaliq) 2026-07-22T15:05:42Z https://x.com/_akhaliq/status/2079945993110393041 <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;'>paper: <a href='https://huggingface.co/papers/2607.19191' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.19…</a></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>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; 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>4543</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>2</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, 22 Jul 2026 15:05:42 GMT 2079945993110393041 AK (@_akhaliq) 2026-07-22T15:05:42Z https://x.com/_akhaliq/status/2079404587186802703 <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;'>Apple presents Environment-free Synthetic Data Generation for API-Calling Agents<br/><a href='https://huggingface.co/papers/2607.16900' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.16…</a></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>10</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>16459</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, 21 Jul 2026 03:14:21 GMT 2079404587186802703 AK (@_akhaliq) 2026-07-21T03:14:21Z https://x.com/_akhaliq/status/2079377502565179556 <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;'>Motif-3-Beta just dropped on Hugging Face<br/><br/>~314B total parameters / ~13B active per token (sparse MoE)<br/><br/>256K context length (262,144 tokens), natively long-context<br/><br/>Sparse routing: 384 experts with 8 activated per token, plus 1 shared expert<br/><br/>Multilingual, general-purpose<br/><br/><a href='https://huggingface.co/Motif-Technologies/Motif-3-Beta' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/Motif-Technolo…</a></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>181</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>24023</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>47</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, 21 Jul 2026 01:26:44 GMT 2079377502565179556 AK (@_akhaliq) 2026-07-21T01:26:44Z https://x.com/_akhaliq/status/2079238201235927082 <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;'>RESOURCE2SKILL<br/><br/>Distilling Executable Agent Skills from Human-Created Multimodal Resources</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/2079238131895701504/vid/avc1/1280x800/L_Wl0aq80GxKCGCl.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/2079238201235927082/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>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>19</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17439</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>10</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, 20 Jul 2026 16:13:12 GMT 2079238201235927082 AK (@_akhaliq) 2026-07-20T16:13:12Z https://x.com/_akhaliq/status/2079238203244994674 <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;'>paper: <a href='https://huggingface.co/papers/2606.29538' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2606.29…</a></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>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; 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>3289</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>1</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, 20 Jul 2026 16:13:12 GMT 2079238203244994674 AK (@_akhaliq) 2026-07-20T16:13:12Z https://x.com/_akhaliq/status/2078179727529877506 <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;'>VideoChat3<br/><br/>Fully Open Video MLLM for Efficient and Generalist Video Understanding</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNctX3zWIAAqSZG.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>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>34</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>11575</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> Fri, 17 Jul 2026 18:07:12 GMT 2078179727529877506 AK (@_akhaliq) 2026-07-17T18:07:12Z https://x.com/_akhaliq/status/2078179729660629266 <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;'>paper: <a href='https://huggingface.co/papers/2607.14935' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.14…</a></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>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; 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>4428</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>4</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, 17 Jul 2026 18:07:12 GMT 2078179729660629266 AK (@_akhaliq) 2026-07-17T18:07:12Z https://x.com/_akhaliq/status/2077944296720806365 <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;'><a href='https://huggingface.co/docs/inference-providers/integrations/claude-code' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/docs/inference…</a></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>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; 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>5121</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>1</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, 17 Jul 2026 02:31:41 GMT 2077944296720806365 AK (@_akhaliq) 2026-07-17T02:31:41Z https://x.com/_akhaliq/status/2077943614529835202 <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;'>thinkingmachines Inkling is now available in claude code via hf claude</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNZWmLkWkAAMW1E.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>11</span></span><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='color: #f91880; margin-right: 4px;'>❤️</span><span>31</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>11871</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> Fri, 17 Jul 2026 02:28:58 GMT 2077943614529835202 AK (@_akhaliq) 2026-07-17T02:28:58Z https://x.com/_akhaliq/status/2077879380647305299 <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;'>paper: <a href='https://huggingface.co/papers/2607.13285' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.13…</a></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>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4754</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>3</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, 16 Jul 2026 22:13:44 GMT 2077879380647305299 AK (@_akhaliq) 2026-07-16T22:13:44Z https://x.com/_akhaliq/status/2077879378982166621 <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;'>Harness Handbook<br/><br/>Making Evolving Agent Harnesses Readable,Navigable, and Editable</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNYcNzDXYAEJDfx.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>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>32</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>167</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19343</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>55</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, 16 Jul 2026 22:13:43 GMT 2077879378982166621 AK (@_akhaliq) 2026-07-16T22:13:43Z https://x.com/_akhaliq/status/2077420923410358343 <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;'>Read It Back<br/><br/>Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNR7POiXoAEm4K6.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>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>62</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>12746</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> Wed, 15 Jul 2026 15:51:59 GMT 2077420923410358343 AK (@_akhaliq) 2026-07-15T15:51:59Z https://x.com/_akhaliq/status/2077420925503353037 <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;'>paper: <a href='https://huggingface.co/papers/2607.11886' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.11…</a></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>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; 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>3769</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>2</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, 15 Jul 2026 15:51:59 GMT 2077420925503353037 AK (@_akhaliq) 2026-07-15T15:51:59Z https://x.com/_akhaliq/status/2077204929945473450 <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;'><a href='https://huggingface.co/docs/inference-providers/integrations/claude-code' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/docs/inference…</a></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>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; 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>3960</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>1</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, 15 Jul 2026 01:33:42 GMT 2077204929945473450 AK (@_akhaliq) 2026-07-15T01:33:42Z https://x.com/_akhaliq/status/2077170802932219915 <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;'>Weak-to-Strong Generalization via Direct On-Policy Distillation</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNOXq_EXwAAkCJY.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>5</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>97</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>29904</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> Tue, 14 Jul 2026 23:18:06 GMT 2077170802932219915 AK (@_akhaliq) 2026-07-14T23:18:06Z https://x.com/_akhaliq/status/2077170804693803266 <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;'>paper: <a href='https://huggingface.co/papers/2607.05394' target='_blank' style='color: #1da1f2; text-decoration: none;'>huggingface.co/papers/2607.05…</a></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>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; 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>4309</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>2</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, 14 Jul 2026 23:18:06 GMT 2077170804693803266 AK (@_akhaliq) 2026-07-14T23:18:06Z