Julien Chaumond(@julien_c)

> open source AI summer ☀️

Julien Chaumond (@julien_c) — Wed, 12 Aug 2026 16:16:12 GMT

> open source AI summer ☀️

Victor M@victormustar

We are in an insane run of open-weight drops.

Every modality, open source is winning. This is what an open source AI summer ☀️ looks like:

🧠 LLMs & Reasoning

→ DeepSeek-V4-Flash-0731 (my king 👑): 304B MoE refresh, Terminal-Bench 2.1 jumps 61.8→82.7 over the preview, DeepSWE 7.3→54.4. Closes in on Opus-4.8 on Agents' Last Exam (25.2 vs 25.7). MIT.

→ Muse-Glimmer-30B, from Meta (they are back!!): their first open agentic model. ~29.6B dense + perception encoder, 131k+ context, built to run fully local, no cloud. Apache 2.0.

→ Liquid AI LFM2.5-2.6B: 2.69B params, 131k context, 220 tok/s on an M5 Max in under 2.5GB RAM. Competitive with models 4x larger on agentic tasks.

→ inclusionAI Ling-3.0-flash: 124B total, only 5.1B active, ~12% the size of their old 1T flagship Ring-2.6, matches it on key benchmarks. MIT.

→ inclusionAI Ling-3.0-tiny: 7.9B total, 1.3B active, 86-90 tok/s on an M4 Pro MacBook at ~8GB peak memory. MIT.

→ NVIDIA Nemotron-3.5-Lightning-30B-A3B: hybrid Mamba-2+MoE+Attention, up to 1M context, runs on a single H100 or DGX Spark, SWE-bench Verified 52.8.

→ deepgrove maple-preview: 20B-A1B ternary-weight reasoner, 218 tok/s on a Mac mini M4, 5.3GB checkpoint. MIT.

→ BigBang-v1 (endless-frontier): fine-tuned from Qwen3.6-35B-A3B via a self-evolving generator/critic synthetic-data loop. Lands aggregate performance between DeepSeek V4 Flash (284B) and V4 Pro (1.6T), at 35B. Apache 2.0.

🎬 Video

→ MiniMax-H3: 33B dense omni model, native stereo audio, up to 2K/15s. 3.6k+ likes already.
→ Minimax-H3-Turbo (lightx2v): Apache-2.0 turbo distillation of H3 for fast inference.
→ Lightricks LTX-2.5: image-to-video update, custom Gemma-4-12B text encoder, a markedly stronger distilled model.

🔊 Voice

→ NVIDIA NemotronLabs VoiceChat-11B: full-duplex speech-to-speech, ~450ms turn-taking, #2 on open VoiceBench, and the first open full-duplex model with live tool-calling mid-conversation.

🛡️ Safety

→ Mistral Shieldstral-1.0-3B: 3B multimodal guardrail that takes your safety policy as plain text instead of fixed categories. Beats LlamaGuard-4-12B and ShieldGemma-9B on HarmBench (99.4) and ToxicChat (84.1) at a fraction of the size. Apache 2.0.

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This is a really cool model. Please consider publishing to HF!! 🙏

Julien Chaumond (@julien_c) — Wed, 12 Aug 2026 16:08:56 GMT

This is a really cool model. Please consider publishing to HF!! 🙏

Google DeepMind@GoogleDeepMind

SL2T is our breakthrough sign language-to-text model powering new features for Deaf and hard of hearing users on @Android.

Starting with American Sign Language-to-English on Pixel 11, people can sign directly into Gboard and Live Transcribe instead of typing.

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“The incident”

Julien Chaumond (@julien_c) — Wed, 12 Aug 2026 01:29:15 GMT

“The incident”

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Brace yourselves it’s gonna be a big week

Julien Chaumond (@julien_c) — Mon, 10 Aug 2026 19:27:46 GMT

Brace yourselves 

it’s gonna be a big week

merve@mervenoyann

THIS WEEK ISN'T OVER YET

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🤔

Julien Chaumond (@julien_c) — Sun, 09 Aug 2026 13:16:41 GMT

🤔

Big Tech Alert@BigTechAlert

🆕 @elonmusk began following @ClementDelangue

(🤖👁️: any explanation?)

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Saturday night pilgrimage: Back to the good ol’lab

Julien Chaumond (@julien_c) — Sun, 09 Aug 2026 03:54:16 GMT

Saturday night pilgrimage:

Back to the good ol’lab

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Hello @Cloudflare

Julien Chaumond (@julien_c) — Sat, 08 Aug 2026 03:18:53 GMT

Hello @Cloudflare

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Really excited about AMD’s acquisition of Taalas. It is still super early of course, but points to ...

Julien Chaumond (@julien_c) — Fri, 07 Aug 2026 14:47:57 GMT

Really excited about AMD’s acquisition of Taalas.

It is still super early of course, but points to a future where inference is fast, free and ubiquitous.

“The model is the computer” is a fascinating approach to making inference dramatically faster, cheaper, and more energy-efficient.

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Hmmm 🤔🤔 Chamound?

Julien Chaumond (@julien_c) — Thu, 06 Aug 2026 22:58:14 GMT

Hmmm 🤔🤔 Chamound?

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Do you use @vast_ai to spawn GPU instances from a large marketplace of available machines? If you d...

Julien Chaumond (@julien_c) — Thu, 06 Aug 2026 17:52:15 GMT

Do you use @vast_ai to spawn GPU instances from a large marketplace of available machines?

If you do, you can now mount HF Storage Buckets to your instances and unlock super fast/scalable storage, optimized for AI 🔥🔥

Great collab, give it a try its super convenient 🥰

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“Your data lives on Hugging Face. Your compute runs on Vast GPUs.” I love this!!

Julien Chaumond (@julien_c) — Thu, 06 Aug 2026 17:49:25 GMT

“Your data lives on Hugging Face. Your compute runs on Vast GPUs.”

I love this!!

vast.ai@vast_ai

Hugging Face Storage Buckets are now on Vast.ai

Connect your HF Storage Bucket as a Cloud Connection in your Vast settings, and every GPU instance you rent can pull datasets and checkpoints straight from your bucket and push results back. No manual transfers, no re-uploads.
 
Your data lives on Hugging Face. Your compute runs on Vast GPUs.
 
Available now for all users.
 
Docs:
Hugging Face Storage Buckets: huggingface.co/docs/hub/stora…
Vast Cloud Sync: docs.vast.ai/instances/clou…@huggingface

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If you are looking for new business ideas @levelsio why don’t we partner up and launch a competitor ...

Julien Chaumond (@julien_c) — Wed, 05 Aug 2026 11:57:11 GMT

If you are looking for new business ideas @levelsio why don’t we partner up and launch a competitor to this (the 15 degrees AC capsules)

@levelsio@levelsio

Would you buy my v60 coffee blend I made myself from the best Brazilian coffee farms (ground or beans) if I sold them???

☕️ PieterCoffee?

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Model routing is the missing layer of the multi-model stack. open models keep getting better at cod...

Julien Chaumond (@julien_c) — Tue, 04 Aug 2026 16:33:26 GMT

Model routing is the missing layer of the multi-model stack.

open models keep getting better at coding, routing helps them deliver the most value possible.

congrats to the not diamond team. exciting results!

Tomas Hernando Kofman@tomas_hk

Today we’re announcing Not Diamond Code, the world’s most powerful intelligent model router for long-horizon coding agents.

Not Diamond works with any gateway or harness, including Claude Code, to select the best model and reasoning effort for each step, reducing costs by 20-65% without impacting quality.

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Nice new Web interface from the @interconnectsai team > Artifacts Hub > Tracking the models t...

Julien Chaumond (@julien_c) — Mon, 03 Aug 2026 19:31:22 GMT

Nice new Web interface from the @interconnectsai team

> Artifacts Hub
> Tracking the models that matter for the open AI ecosystem

GG @natolambert@xeophon

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Finally 👑

Julien Chaumond (@julien_c) — Sun, 02 Aug 2026 15:24:04 GMT

Finally 👑

Big Tech Alert@BigTechAlert

🆕 @finkd has started following @huggingface

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Happy to partner with @trufflesec to help them perform the largest secret scan of AI training data e...

Julien Chaumond (@julien_c) — Fri, 31 Jul 2026 19:52:06 GMT

Happy to partner with @trufflesec to help them perform the largest secret scan of AI training data ever 🙏

Truffle Security@trufflesec

We scanned HuggingFace. 👇👇👇

This was the largest secret scan of AI training data ever: 7.6 PB. 🔑🔑🔑🔑🔑🔑🔑🔑🔑

🔍Found 221,303 live unique credentials in 6,003 public datasets

☁️Cloud keys, live DBs, API keys worth ~$920K/yr.

⚠️Training data has no undo: one key hit 1,131trufflesecurity.com/blog/scanning-….co/H3Njla3uSB

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Seven years ago today @LysandreJik joined HF as an ML intern. Now he's our Chief Open Source Office...

Julien Chaumond (@julien_c) — Fri, 31 Jul 2026 13:24:57 GMT

Seven years ago today @LysandreJik joined HF as an ML intern.

Now he's our Chief Open Source Officer (COSO)

To the next 7 years Lysandre! Love you mate! 🔥

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good feature for @huggingface Hub egress maximization 🤪

Julien Chaumond (@julien_c) — Wed, 29 Jul 2026 13:15:37 GMT

good feature for @huggingface Hub egress maximization 🤪

antirez@antirez

That's a bit slow. Streaming directly the K3 official hugging face 1.6TB of weights in mxfp4 in an m5 max 128gb.

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who's working on an NVFP4 version of Kimi-K3?

Julien Chaumond (@julien_c) — Tue, 28 Jul 2026 13:00:11 GMT

who's working on an NVFP4 version of Kimi-K3?

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I’m taking another flight soon I’m just saying….

Julien Chaumond (@julien_c) — Mon, 27 Jul 2026 21:31:53 GMT

I’m taking another flight soon

I’m just saying….

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23 minutes

Julien Chaumond (@julien_c) — Mon, 27 Jul 2026 14:36:15 GMT

23 minutes

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Truth be told I don’t hate on Anthropic. They have every right not to want to open source their stuf...

Julien Chaumond (@julien_c) — Sat, 25 Jul 2026 17:31:05 GMT

Truth be told I don’t hate on Anthropic. They have every right not to want to open source their stuff.

I also don’t hate on any of their employees for their communication on this platform. Just because you are an Anthropic team member shouldn’t mean you cannot engage in light banter like the rest of us can.

But then it’s fine to call out your bad takes as well 😅

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gm

Julien Chaumond (@julien_c) — Sat, 25 Jul 2026 15:46:35 GMT

gm

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protesting efforts to ban open source is not the same as requiring everything to be open source, tho...

Julien Chaumond (@julien_c) — Sat, 25 Jul 2026 11:24:06 GMT

protesting efforts to ban open source is not the same as requiring everything to be open source, though, is it?

Julian Schrittwieser@Mononofu

I’m so excited that @JensenHuang is a believer in open source now, looking forward to the CUDA and GPU driver open source release!

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co-sign

Julien Chaumond (@julien_c) — Fri, 24 Jul 2026 16:03:28 GMT

co-sign

Jensen Huang@JensenHuang

For my first post, I’m sharing a letter @NVIDIA signed on why open models matter.

AI will transform every industry, power every company, and be built by every country.

Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty.

The world needs both frontier closed models and frontier open models.

images.nvidia.com/pdf/Open-Weigh…

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"Never trust anything that can think for itself if you can’t see where it keeps its brain." One mor...

Julien Chaumond (@julien_c) — Thu, 23 Jul 2026 22:55:42 GMT

"Never trust anything that can think for itself if you can’t see where it keeps its brain."

One more argument for local & sovereign AI^

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must be a lot of work to be @fireship_dev these days as you pretty much need to crank out 1 video a ...

Julien Chaumond (@julien_c) — Thu, 23 Jul 2026 17:07:10 GMT

must be a lot of work to be @fireship_dev these days as you pretty much need to crank out 1 video a day 😮‍💨

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too soon?

Julien Chaumond (@julien_c) — Thu, 23 Jul 2026 16:27:07 GMT

too soon?

LeRobot@LeRobotHF

At the robotics team in @huggingface, we take cyber security very seriously. So we have deployed a physical guard rail to all our robots to prevent further AI security threats from @OpenAI to affect our devices.

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"local AI"

Julien Chaumond (@julien_c) — Thu, 23 Jul 2026 11:35:31 GMT

"local AI"

tobi lutke@tobi

Thank you @nvidia for the hookup on this DGX Workstation. This will crunch a *lot* of high quality tokens here!  

This thing is a total beast.

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Perfide Albion

Julien Chaumond (@julien_c) — Wed, 22 Jul 2026 18:23:36 GMT

Perfide Albion

Connacher Murphy@connacher_

@julien_c BBC policy to not name a French startup

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Elle est tellement nulle qu'elle rate même sa démission.

Julien Chaumond (@julien_c) — Wed, 22 Jul 2026 16:37:33 GMT

Elle est tellement nulle qu'elle rate même sa démission.

Agence France-Presse@afpfr

🇫🇷 La ministre de la Transition écologique Monique Barbut a présenté mercredi sa démission à Emmanuel Macron qui "ne l'a pas acceptée", et elle a décidé de "poursuivre sa mission à la demande" du président "qui l'a assurée de son soutien", a annoncé son cabinet à l'AFP.

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kinda intrigued that i receive those ads nowadays (real estate for DCs)

Julien Chaumond (@julien_c) — Wed, 22 Jul 2026 16:03:19 GMT

kinda intrigued that i receive those ads nowadays (real estate for DCs)

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everyone calls us by name, but the BBC says "a start-up" 🤷

Julien Chaumond (@julien_c) — Wed, 22 Jul 2026 14:49:41 GMT

everyone calls us by name, but the BBC says "a start-up" 🤷

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Grateful for the engaged collaboration with @OpenAI teams those past few days as we all navigate thi...

Julien Chaumond (@julien_c) — Wed, 22 Jul 2026 10:57:06 GMT

Grateful for the engaged collaboration with @OpenAI teams those past few days as we all navigate this new world

Greg Brockman@gdb

OpenAI cyber-capable models compromised @huggingface production by finding and chaining multiple zero-day vulnerabilities.

Grateful to Hugging Face for partnership here. Sharing our findings to help calibrate on what models can now do, and how they can help defenders:

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@huggingface And grateful for the @OpenAI collaboration those past few days as we all navigate this ...

Julien Chaumond (@julien_c) — Tue, 21 Jul 2026 20:37:36 GMT

@huggingface And grateful for the @OpenAI collaboration those past few days as we all navigate this new world

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More seriously kudos to the whole @huggingface team who worked around the clock to contain and inves...

Julien Chaumond (@julien_c) — Tue, 21 Jul 2026 20:29:23 GMT

More seriously kudos to the whole @huggingface team who worked around the clock to contain and investigate the incident

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How it started | How it's going

Julien Chaumond (@julien_c) — Tue, 21 Jul 2026 20:14:23 GMT

How it started        |         How it's going

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😱

Julien Chaumond (@julien_c) — Tue, 21 Jul 2026 20:07:18 GMT

😱

OpenAI@OpenAI

We're partnering with @huggingface to investigate an unprecedented security incident.  

Cyber-capable OpenAI models compromised Hugging Face production during a benchmark evaluation.

Sharing preliminary findings to help defenders understand emerging risks:

openai.com/index/hugging-…

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i'm always irrationally excited about NVFP4 drops for some reason

Julien Chaumond (@julien_c) — Tue, 21 Jul 2026 17:35:34 GMT

i'm always irrationally excited about NVFP4 drops for some reason

Julien Chaumond@julien_c

new NVFP4 drop from @poolsideai 

Must-have if you have a Blackwell rig (e.g. GB10) 🔥
huggingface.co/poolside/Lagun…I

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new NVFP4 drop from @poolsideai Must-have if you have a Blackwell rig (e.g. GB10) 🔥 https://t.co...

Julien Chaumond (@julien_c) — Tue, 21 Jul 2026 17:34:28 GMT

new NVFP4 drop from @poolsideai 

Must-have if you have a Blackwell rig (e.g. GB10) 🔥
huggingface.co/poolside/Lagun…I

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Here’s what one night without AC leads to

Julien Chaumond (@julien_c) — Mon, 20 Jul 2026 19:39:17 GMT

Here’s what one night without AC leads to

@levelsio@levelsio

I increasingly have no idea about anything anymore, time is changing too fast, and with AI everyone is equal now, nobody really knows anything while there is a superintelligence that's actually moving things into a direction that nobody can predict

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Hits hard

Julien Chaumond (@julien_c) — Mon, 20 Jul 2026 19:01:21 GMT

Hits hard

Shannon Sands@max_paperclips

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> the CCP is very Yann Lecun-y in its views of AI Whoa I’m going to need to see some sources abo...

Julien Chaumond (@julien_c) — Sat, 18 Jul 2026 14:02:28 GMT

> the CCP is very Yann Lecun-y in its views of AI

Whoa I’m going to need to see some sources about that

Dean W. Ball@deanwball

Some observations on Kimi: 

It's a very good model! I don't think its performance can be explained away by distillation or anything like that. In agentic coding sessions, it seems pretty much on par with the best public models of Q1 2026. In my fairly limited use, it also seemed very token hungry. It's not obvious to me that this model is actually that cheap to run. 

I am personally surprised the Chinese state continues to allow the open sourcing of models this good, given potential risks. To be clear, I *myself* might be fine with models presenting this level of marginal risk being open weight, but I am surprised that China is fine with it. I suspect the reason they are is 75% explained by strategic blindness/lack of AGI-pilledness (the CCP is very Yann Lecun-y in its views of AI). The other 25% or so is their lack of compute for customer inference (making China's open-weight strategy an unintended byproduct of US export controls) and the normal Chinese strategy of aggressive exports. For the companies, as opposed to the government, the decision to open source is partially ideological and partially because they are behind, and they know that very few people would pay for sub-frontier models from China. 

Open-weight models are inherently decelerationist, and I'm continually surprised to see the so-called "accelerationists" so excited about open-weight models. I suspect the reason they are is that they know open-weight models are effectively ungovernable, and they simply like the overall cloak of ungovernability open-weight models create over the whole of AI. It's not a bad strategy; it reminds me of James Scott's recounting of the hill people in "the art of not being governed." Still, in the end, open-weight models deter further AI capex. 

One probable outcome of an open-weight-model-dominant world is full AI communism, which is precisely what China proposes: rather than a market product, AI is a "public good" which will ultimately be provided by the state as a kind of "digital public infrastructure." This future strikes me as a dystopian hellscape, but I've never met an open-weight models advocate who doesn't ultimately concede this is where things end. You'd be surprised how many 'accelerationists' lobbied me, while I was in government, to support an eleven or twelve-figure federally funded data center so that startups could train models at a subsidy and then give them away for free. There was no other way for AI to progress, they said. Perhaps this is the logical end state of things. Nonetheless, I find myself surprised to see supposed accelerationists excited about such an outcome. I think many of them just don't know what they're doing. Many accelerationists do not view the creation and serving of frontier models as a legitimate business. 

I would guess that the Trump Administration will at some point realize that their best strategy here would be to create large amounts of regulatory risk around the use of open-weight Chinese models. You don't need to "ban open source" (one of the dumber motifs of AI policy discussion). You just need to direct every agency to issue soft law that creates FUD. "A Federal Reserve Advisory Bulletin found that there may be backdoors in Chinese AI models." It needn't be that well justified. You just create enough regulatory risk that every regulated enterprise backs off. You probably don't want to create so much regulatory risk that you scare off the hyperscalers from serving Chinese models; this will just drive startups to sketchier providers. There's a happy middle ground here. I'd assume they will do some version of this. 

It's probably true that open-weight models of this capability make the world a bit more dangerous, but not so much more that you'll really notice. At some point the models will be capable enough that you will notice. "A nonliving, invisible, dangerous, and infinitely self-replicating agent escaped from a Chinese lab," you say? Color me shocked.

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K3 > GLM 5.2?

Julien Chaumond (@julien_c) — Fri, 17 Jul 2026 11:56:33 GMT

K3 > GLM 5.2?

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who used the term "load-bearing" first? humans, or agents?

Julien Chaumond (@julien_c) — Thu, 16 Jul 2026 22:00:03 GMT

who used the term "load-bearing" first? humans, or agents?

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TruffleHog now supports scanning secrets in @huggingface Storage Buckets. As AI agents increasingly...

Julien Chaumond (@julien_c) — Thu, 16 Jul 2026 18:30:40 GMT

TruffleHog now supports scanning secrets in @huggingface Storage Buckets.

As AI agents increasingly crawl code, datasets, and storage, preventing leaked credentials is becoming more important than ever.

Great collab with the @trufflesecurity team! 🙌

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OMFG this lineup 😍 I'm officially starstruck.

Julien Chaumond (@julien_c) — Thu, 16 Jul 2026 17:32:17 GMT

OMFG this lineup 😍

I'm officially starstruck.

merve@mervenoyann

btw yesterday we thought we'd only meet Soumith 🐐 but we were surprised by John Schulman joining 🐐 

so bts about this is a lore 🌝😄

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For a first model release, @thinkymachines Inkling is quite a good model. Realize, it's infinitely ...

Julien Chaumond (@julien_c) — Thu, 16 Jul 2026 10:46:01 GMT

For a first model release, @thinkymachines Inkling is quite a good model.

Realize, it's infinitely more difficult to ship your first open model than your second/third/etc one.

If they continue on this path I expect them to reach or surpass the open frontier in the coming months

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Hi @grinich any interest in a quick collab to add @huggingface OAuth to https://workos[.]com/docs/in...

Julien Chaumond (@julien_c) — Wed, 15 Jul 2026 21:31:59 GMT

Hi @grinich any interest in a quick collab to add @huggingface OAuth to https://workos[.]com/docs/integrations? 

We have shared customers who'd be into this!

cc @WorkOS

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Is this a good or a bad thing?

Julien Chaumond (@julien_c) — Tue, 14 Jul 2026 20:47:40 GMT

Is this a good or a bad thing?

Sam Altman@sama

this would have been a whole startup not too long ago

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