Bertrand Chevrier @kramp
Dead-end developer ☠️, Front-end on the 🤗 @huggingface Hub Browser, Free Software, Vim, Svelte. https://t.co/tY2n0xlc7D 🦅 🎸 apprentice & metalhead 🤘 krampstudio.com Estissac, France Joined February 2009-
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Kimi K3 can now be run locally! ✨ The 1-bit model retains ~78.9% accuracy after we shrunk it from 1.56TB to 594GB (-62% size). Run on a Mac Studio + 128GB RAM device. Kimi K3 is the strongest open model to date. Guide: unsloth.ai/docs/models/ki… GGUF: huggingface.co/unsloth/Kimi-K…
Introducing Kimi K3: Open Frontier Intelligence 🔹 2.8 Trillion Parameters, 1 Million Context, Native Multimodal 🔹 Kimi Delta Attention enables up to 6.3x faster decoding in million-token contexts 🔹 Attention Residuals deliver ~25% higher training efficiency at <2% additional
BREAKING: Moonshot AI closes $3.5B funding round at a $35B valuation, well above its original $1-2B target
Let's try to code with Kimi K3 only today huggingface.co/moonshotai/Kim…
Good move by @JensenHuang. The Nvidia letter is well written and worth reading. As we saw with the OpenAI-Hugging Face hack, we need open models and harnesses for defense. Lets stop believing the PR that closed models are safer. - that's just regulatory capture.
Attackers have frontier AI. Defenders need a frontier AI ecosystem—the best open and closed models, force-multiplied by a global community. During the Hugging Face incident, closed AI blocked essential forensics. An open-weight frontier model helped contain the intrusion.
don't worry. I've setup the logos so we're all included. play below
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.
So proud of our security team! They caught, contained & publicly disclosed an attack unlike anything we've seen before, and did it at record speed. Also massively grateful to @Zai_org: they shared GLM5.2 as open weights (for free!) with the world and it became a key part of our defense. This is day one for cybersecurity in the age of agents & we're all learning that secrecy is not the answer & that all defenders (not just a few selected ones) everywhere need more powerful models without restrictions, especially open ones!
Hardest IR of my career: one narrow objective, endless parallel paths, machine speed. One takeaway, we fought back with open models, in the open. AI security won’t be solved by one company in secret. Open source puts these tools in every defender’s hands
GLM-5.2 is now selectable in Claude Code via Hugging Face🤗 Inference Providers + hf-claude. Open models are becoming easier to plug directly into real developer workflows. 😀
A study from @Stanford showed that 71.3% of chatgpt queries could be accurately answered by a local model. I suspect a major part of enterprise AI workloads could be run locally too for free (compared to the massive costs of frontier API cost). Also, it reduces the risk of these workloads being taken away from you because you own the models instead of renting them - which sounds like a good idea these days haha. That's why we're introducing the ability for everyone to filter AI models on @huggingface based on your local hardware. For me, there are 800k+ public models that fit on my M5 24GB and that I can use easily thanks to llamacpp. Let's go local AI!
We just crossed $100M annual run-rate. I know many AI companies are capturing much more $$$ these days, but still proud of the milestone! Maximizing short-term revenue has never been our priority. In fact, we're proud to manage to store and serve hundreds of petabytes of models and datasets while keeping HF free and open-source for 97% of our users. As a platform, we’re happy to hopefully create orders of magnitude more value for the community than what we capture. To me, that’s the very definition of a platform. And it has helped us build one of the most loved platform in tech, with network effects, a defensible position and a sustainable business which is quite unique in AI. Many many thanks to all the community members for building with us, we wouldn't be anywhere without you! Can’t wait for what’s next, especially as more companies start to see the value of open and local AI! Next milestone $1B?
Before the week ends, let's acknowledge one of the most INSANE week ever for open AI, with 25+ notable open-weight drops across every modality: 🧠 LLMs → NVIDIA Nemotron 3 Ultra: 550B hybrid Mamba-MoE, only 55B active, 1M context, MMLU 89.1. NVFP4 variant claims ~5x throughput on Blackwell. First openly-weighted 550B hybrid Mamba-Transformer, closing the gap with frontier closed models. → Google Gemma 4 12B: fully open dense any-to-any (text/image/audio/video), 256k context, encoder-free, 140+ languages, AIME 2026 at 77.5. Shipped with a 23-checkpoint QAT wave (mobile ONNX + MLX). Most deployable model of the week. → StepFun Step-3.7-Flash: 198B sparse MoE VLM, ~11B active, SWE-Bench PRO 56.3. Apache 2.0. → Liquid AI LFM2.5-8B-A1B: edge MoE, just 1.5B active, 128k ctx, MATH500 88.8, MLX-ready. Best on-device option this week. → JetBrains Mellum2-12B-A2.5B-Thinking: their first open MoE, near-Qwen3-14B coding at 2.5B active. Apache 2.0. 🎨 Image gen (the surprise of the week) → Ideogram 4: their FIRST-EVER open weights. 9.3B flow-matching DiT trained from scratch. #2 overall behind GPT Image 2, top open-weight model on Design Arena + LMArena. Strongest open checkpoint for text-rich images, full stop. It has taste. Still can't believe this is open weights. 🔊 Audio & Speech (a breakout week for open TTS, 4 labs shipped) → Boson Higgs Audio v3 4B: 102 languages, 21 emotions, singing/whispering/shouting, sub-second TTFA. → RedNote dots.tts: the only fully continuous (no codec) open TTS pipeline, Apache 2.0. → Google Magenta RealTime 2: real-time music gen, <200ms latency, text+audio+MIDI. multimodalart ported it to PyTorch within hours with live ZeroGPU demos. → NVIDIA Nemotron-3.5 ASR: 600M streaming, 17x more concurrent streams vs Parakeet RNNT 1.1B. 👁️ Vision & VLMs → PaddleOCR-VL-1.6: SOTA document parsing at 1B params, Apache 2.0. → Baidu NAVA: 6.3B joint audio-video gen, best-in-class A/V sync, Apache 2.0. 🎬 Video, 3D & World Models → NVIDIA Cosmos3-Super: 64B omnimodal world model coupling action trajectories with video+audio gen, for Physical AI. → JD JoyAI-Echo: up to 5-min multi-shot text-to-video on LTX-2.3. → ByteDance Bernini-R + VAST TripoSplat (single-image-to-3D Gaussian splats, MIT).
300,000 AI builders have already added their hardware to HF to instantly see what model they can run locally. To do so, go to huggingface.co/settings/local… and add your hardware specs. You can even show off publicly by adding it to your HF profile! Let's go local AI!
Sick of those errors when compiling a GPU kernel `nvcc fatal : Unsupported gpu architecture 'compute_90'` 😡 Find pre-compiled and optimized Kernels for your hardware straight from the Hugging Face Hub. 😎
Featured Apps you can try on Hugging Face this week 🔥 🗣️ Voxtral TTS Demo: Mistral's new text-to-speech 🎙️ Cohere Multilingual ASR: multilingual transcription ⚡ Cohere WebGPU: same but locally in your browser 🎩 Mr. Chatterbox: Victorian-era gentleman chatbot 🎵 PrismAudio: text-prompted audio for video 🌍 PROMETHEUS v1.0: embodied AI world model 🎨 VFig Image2SVG: diagrams to editable SVGs 🕺 LTX 2.3 Sync: portrait animation & lipsync
I'm going to start publishing open-source datasets for TTS and STT. I'll be creating a collection for newly released models every day. Make sure to follow the Huggingface page.
merve @mervenoyann
90K Followers 5K Following (mer-veh) open-sourceress at @huggingface 🧙🏻♀️ DM me for any feedback about HF 🤗 https://t.co/MhrMkGTm7p
Julien Chaumond @julien_c
79K Followers 1K Following Co-founder and CTO at @huggingface 🤗. ML/AI for everyone, building products to propel communities fwd. @Stanford + @Polytechnique
Hugging Face @huggingface
744K Followers 225 Following The AI community building the future. https://t.co/TpiXQMQ9rZ
Nate Raw @_nateraw
10K Followers 2K Following machine learning hacker @splice. previously @replicate @huggingface @lightningai
Omar Sanseviero @osanseviero
72K Followers 3K Following MTS at @GoogleDeepMind Building Gemini, Gemma, AI Studio and more. My views ex-Chief Llama Officer @huggingface 🇵🇪🇲🇽
AK @_akhaliq
515K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo ,submit papers here: https://t.co/UzmYN5XOCi
Zach Mueller @TheZachMueller
18K Followers 885 Following Head of Dev Rel at neocloud darling @LambdaAPI. Hardware nerd. Usually yelling at NCCL over things. Posts are my own. https://t.co/UpZIajLBBl
Emily Witko @witkoochocinco
2K Followers 4K Following I'm a people person who supports our team @huggingface. I live in Sacramento by way of Brooklyn. Winter is better here.
Matthew Carrigan @carrigmat
13K Followers 398 Following @huggingface engineer. I'm the reason your LLM frontend has a jinja2cpp dependency. Sometimes yells about housing and trans rights instead of working He/him
abhishek @abhi1thakur
101K Followers 1K Following
Brigitte 🤗 @BrigitteTousi
2K Followers 2K Following Not an engineer @huggingface | prev @Mila_Quebec | Bonjour/Hi
Clémentine Fourrier ... @clefourrier
6K Followers 413 Following @HuggingFace ✨ "The future is already here, it’s just not very evenly distributed" (Gibson)
🍉 Abubakar Abid @abidlabs
14K Followers 2K Following Founder @Gradio, acquired by @HuggingFace ~ @Stanford PhD ~ AI, open-source, and Gaza
Jeff Boudier 🤗 @jeffboudier
5K Followers 691 Following Product + Growth @HuggingFace 🤗, the #1 open platform for AI builders. Co-founder Stupeflix (acquired by @GoPro).
Anton Lozhkov @anton_lozhkov
3K Followers 343 Following Open-sourcing Language Models @huggingface ✨
Mooky OBS @jollymooky
2K Followers 505 Following Digital discipline trading on @polymarket. Yapybara #1367. Info Finance @RockawayFest organizer in past @_adventurevale_ Community Manager JPEG collector
Emma Scharfman @EmmaScharfmann
486 Followers 170 Following ML for science 🤗 @huggingface open science 🔍 + open data 📈 = breakthrough DM me for any questions about science & HF 🤗 🔗 https://t.co/gm27nGo4M5
Daniel Yurkin @danyurkin
283 Followers 2K Following building @atomic_chat_hq - local AI app and inference engine find me: https://t.co/dEx3eULzlW
Abdennacer Badaoui @abdennacer0
79 Followers 274 Following ML Engineer 🤗 @Huggingface | LLMs Inference optimization
"Evil Jared" Bíró �... @RuneJared
17 Followers 602 Following יֶ֫רֶד A towel, is about the most massively useful thing an interstellar hitchhiker can have. – Confucius ᛃ ᛁ ᚱ ᛁ ᛏ ᛫ ᚱ ᚢ ᚿ ᛁ ᛫ ᚢ ᛁ ᚱ ᚪ
Cammybelle 🔔 @shitaintrite
46 Followers 3K Following gentle soul, chaotic scroll 📱 follow back always
Mayank Pratap Singh @Mayank_022
2K Followers 1K Following Architecting, post-training, and fine-tuning multimodal LLMs and audio deep learning models. gen ai • llms • ml • mlops
Rob Nert @gom54469
10 Followers 620 Following
Shiva @Nexus4Good
85 Followers 3K Following Software architect - https://t.co/ii8HWAXn7H ; Building Agentic Software Factory - https://t.co/Cns6XSujYY ; Building software infra for next gen schools
jose Ruiz @joru1000
388 Followers 5K Following C-level Technology lead, strongly focused on Generative AI. Researching on practical production use cases across the Enterprise (yes... as everybody else)
Feite Zhang @zhangfeite666
79 Followers 5K Following Partner @ Jiye Ventures · Investing in China's AI frontier
Eclatly @eclatly
0 Followers 65 Following Dive into French language learning for elementary learners. Our app makes learning 🇫🇷 fun and delightful for young learners . #Eclatly #FrenchLearning
Ziyang Luo @ChiYeung_Law
2K Followers 3K Following Working on Agentic RL @SFResearch | WizardCoder Creator | Optimizing for the long-term reward.
Tyler Williams @unmodeledtyler
232 Followers 752 Following founder/engineer | otrovert by architecture | self-improving agent | deus ex machina | https://t.co/NHdZdK4Enu
Ben "Manacaster" Kell... @ManacasterBen
4K Followers 1K Following Now: GameDev of Manacaster, Hustle Chess, Parsector. Prev: CompViz for Pro Athletes & Pro Gamers.
Kissan Jam @Aquamarine_lite
65 Followers 4K Following 21 Cricket, Anime, Telugu twitter Tweets kanna retweets ekkuva😶🌫️
Sergio Paniego @SergioPaniego
4K Followers 2K Following Machine Learning Engineer @huggingface 🤗 AI PhD. Technology enables us to be more human. 🏳️🌈
AnnMaugham @Q1X3H22xZTivM71
169 Followers 6K Following Part-time adulting expert | Full-time snack enthusiast 🍩📚
Hajar @Hajar28600313
203 Followers 3K Following Full Stack Developer ll Nest.js ll Node.js ll React.js... A developer passionate about creating useful and user-friendly software
Savvas Arapoglou @Savvas15551503
196 Followers 5K Following The measure of a man is not his strength, but his understanding of what is possible
Muhammad Mijwad Mk @mijwaaadh
1 Followers 34 Following
🥭 @MangoSweet78
884 Followers 2K Following gay leech of admiration I do training @ 🐬 & build gunpla. banner: @N8Programs
Roy Osherove @RoyOsherove
12K Followers 3K Following Shipper of software, author: “Art of unit testing”, “Elastic Leadership” blog: https://t.co/UeIoFXTsOR , architect @ aws
tudww @tudww2
7 Followers 2K Following
Patrick Loeber @patloeber
74K Followers 1K Following member of technical staff @GoogleDeepMind • gemini api & ai studio • my views
Michael Benayoun @MichaelBenayou1
479 Followers 270 Following Machine Learning Engineer, Optimization Team @HuggingFace, NYC
@[email protected]... @andrey_sitnik
24K Followers 2K Following Создатель PostCSS и https://t.co/hUfegeuR3I. Пишу про Барселону, Local-First, кинки-события, языки. 🦋 @ru.sitnik.es In English: @sitnikcode
@[email protected]... @sitnikcode
7K Followers 305 Following Author of @PostCSS. Russian: @andrey_sitnik 🦋 @en.sitnik.es 🐘 @[email protected]
DIENG Cheikh Ibra @dcheikhibra
42 Followers 2K Following Data & AI @ ENSAE 🤖 | From Dakar to Paris to the world 🌍 | Founder mindset ⚡ | (finance • media • sport • NLP • Crypto ) | Legacy. Growth. Impact.
Kevin Wittek @Kiview
2K Followers 1K Following Leading sandboxes @Docker. @testcontainers maintainer, guitar & simracing, husband ❤ @taubenmaedel & dad
Safu @Safu3699
46 Followers 2K Following
iRise iCode 💻 @JayWordGh
242 Followers 2K Following A Tech Mind. #CodeNerd #TechGeek ~ Jesus Christ | Family | Career | AUGUSCO | KNUST | Ronaldinho | C.Ronaldo | ManUnited | Open minded straight dude~ that's it.
Yun Chen @yunyungege2
147 Followers 8K Following
Weld on stake @Weldonstake
179 Followers 7K Following pls follow the algorithm hates me for my ratio 😔. Tech + culture 🇺🇸
OptionIncomeX🇺🇸 @Tarelou271294
41 Followers 2K Following 15-30% Monthly | 2 High-Conviction Stocks.Short-Term Gains: 15-20% in Days/Weeks.DM "JOIN" for WhatsApp Alerts. Live Trade Signals • Market Analysis
merve @mervenoyann
90K Followers 5K Following (mer-veh) open-sourceress at @huggingface 🧙🏻♀️ DM me for any feedback about HF 🤗 https://t.co/MhrMkGTm7p
Julien Chaumond @julien_c
79K Followers 1K Following Co-founder and CTO at @huggingface 🤗. ML/AI for everyone, building products to propel communities fwd. @Stanford + @Polytechnique
Hugging Face @huggingface
744K Followers 225 Following The AI community building the future. https://t.co/TpiXQMQ9rZ
clem 🤗 @ClementDelangue
536K Followers 5K Following Co-founder & CEO @HuggingFace 🤗, the open and collaborative platform for AI builders
Nate Raw @_nateraw
10K Followers 2K Following machine learning hacker @splice. previously @replicate @huggingface @lightningai
Omar Sanseviero @osanseviero
72K Followers 3K Following MTS at @GoogleDeepMind Building Gemini, Gemma, AI Studio and more. My views ex-Chief Llama Officer @huggingface 🇵🇪🇲🇽
AK @_akhaliq
515K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo ,submit papers here: https://t.co/UzmYN5XOCi
Sasha Luccioni, PhD �... @SashaMTL
23K Followers 4K Following Climate & AI Lead of @HuggingFace | Member of ClimateChangeAI | @TEDTalks speaker . (She/her/Dr/🦋)
MMitchell @mmitchell_ai
82K Followers 1K Following Interdisciplinary researcher focused on shaping AI towards long-term positive goals. ML & Ethics. Similar content in the Skies (this bird has flown).
Zach Mueller @TheZachMueller
18K Followers 885 Following Head of Dev Rel at neocloud darling @LambdaAPI. Hardware nerd. Usually yelling at NCCL over things. Posts are my own. https://t.co/UpZIajLBBl
Emily Witko @witkoochocinco
2K Followers 4K Following I'm a people person who supports our team @huggingface. I live in Sacramento by way of Brooklyn. Winter is better here.
François Chollet @fchollet
712K Followers 827 Following Co-founder @ndea. Co-founder @arcprize. Creator of Keras and ARC-AGI. Author of 'Deep Learning with Python'.
Niels Rogge @NielsRogge
22K Followers 741 Following ML Engineer @huggingface. Building https://t.co/z4nyO4pjVE. @KU_Leuven grad. General interest in machine & deep learning. Making AI more accessible for everyone!
Suraj Patil @psuraj28
6K Followers 68 Following crafting pixels in the forest @bfl_ai prev: Research Engineer @pika_labs, Open Source AI @huggingface. Co-created diffusers 🧨
Matthew Carrigan @carrigmat
13K Followers 398 Following @huggingface engineer. I'm the reason your LLM frontend has a jinja2cpp dependency. Sometimes yells about housing and trans rights instead of working He/him
Douwe Kiela @douwekiela
16K Followers 453 Following Contextualizing AI @GoogleDeepMind, ex-@ContextualAI CEO, @Stanford Adjunct Prof
julia @mooncat_is
5K Followers 2K Following Being weird. Currently research @anthropic. Formerly @openai and YC S15 and many other things. Bad takes are my own.
Michael Lamb he/him @themichaellamb
614 Followers 3K Following software engineer (@cspire) 🇺🇸🏳️🌈 | opinions are my own
Alex Varga /✦ @vargastartup
3K Followers 1K Following bsc+ms in math and machine learning; building https://t.co/inbgSPxHYG
Ben De St Paer-Gotch @Nebuk89
618 Followers 154 Following Ben | Director of Product Manager - Actions @github| \Views are my own\
LlamaIndex 🦙 @llama_index
118K Followers 33 Following The most accurate agentic OCR platform for production AI. LlamaParse: https://t.co/yQGTiRSNvj Docs: https://t.co/us6GCS1Clb
Poolside @poolsideai
14K Followers 2 Following We build models for agentic coding and long-horizon tasks. Try Laguna: https://t.co/setRB1BuGD
Mustafa Shukor @MustafaShukor1
1K Followers 139 Following founding rs @UMA_Robots. prev: cs phd @Sorbonne_Univ_, fair @AIatMeta, mlr @Apple, lerobot @huggingface
Emma Scharfman @EmmaScharfmann
486 Followers 170 Following ML for science 🤗 @huggingface open science 🔍 + open data 📈 = breakthrough DM me for any questions about science & HF 🤗 🔗 https://t.co/gm27nGo4M5
Skyler Miao @SkylerMiao7
17K Followers 310 Following Head of Engineering @MiniMax_AI Building MiniMax M3.x, Code, Audio and @Hailuo_AI
will depue @willdepue
71K Followers 3K Following dei ex machina prev @ openai (sora 1 & 2, posttraining o3/4o, pretraining moonshots)
Pim de Witte @PimDeWitte
17K Followers 2K Following Building @gen_intuition: models for envs that require deep spatiotemporal reasoning. I like games, OSS, AI, and once built the world’s largest RuneScape server.
zR @zRdianjiao
4K Followers 59 Following Algorithm Engineer @Zai_org — GLM model research & OSS adaptation · Issues & PRs welcome
Mayank Pratap Singh @Mayank_022
2K Followers 1K Following Architecting, post-training, and fine-tuning multimodal LLMs and audio deep learning models. gen ai • llms • ml • mlops
Pliny the Liberator �... @elder_plinius
232K Followers 1K Following ⊰•-•⦑ latent space steward ❦ prompt incanter 𓃹 hacker of matrices ⊞ breaker of markov chains ☣︎ ai danger researcher ⚔︎ bt6 ⚕︎ architect-healer ⦒•-•⊱
stevibe @stevibe
27K Followers 1K Following LLM. Local AI addict. Building @BenchLocalAI Builds things nobody asked for. Benchmarks things for fun.
Mo @atmoio
72K Followers 18 Following Exploring what AI actually is. Building @shapeworkspace, prev @standardnotes. Talking at https://t.co/814DpgwSzr and https://t.co/vlHyF3gEjn.
Meng To @MengTo
175K Followers 442 Following Founder at @designcodeio and https://t.co/Kpiogf2zVu. I teach designers code and developers design. Screen recorder: https://t.co/KA2RrdmQxi
Jayneil Dalal @jayneil
13K Followers 1K Following 🌞 AI Designer @castlighthealth 🌚 Host: https://t.co/TOnJ76IwEj
nanda @nandafyi
28K Followers 403 Following design engineering lead @cloudflare | teaching https://t.co/wStdLbgyHC | writing https://t.co/CttP8HWkYS
joshpuckett @joshpuckett
38K Followers 2K Following Designing at @IterationDesign, teaching at https://t.co/Jn9brli34Y. Previously led teams at Dropbox, Wealthfront, Groupon & more.
Lenny Rachitsky @lennysan
406K Followers 3K Following Deeply researched product, growth, and career advice
Thariq @trq212
326K Followers 2K Following Claude Code @anthropicai. prev YC W20, @southpkcommons, @medialab
David Cramer @zeeg
34K Followers 756 Following fractional executive, full time founder @sentry https://t.co/quHCKoIxj2
Ben Sigman @bensig
46K Followers 3K Following AI agent orchestrator, systems engineer, author, and Bitcoin advocate
Physical Intelligence @physical_int
48K Followers 30 Following Physical Intelligence (Pi), bringing AI into the physical world.
Kadir Nar @kadirnardev
2K Followers 928 Following AI Research Engineer 🤖 Building Omni & TTS Models 👨🍳 at Vyvo
Cheng Lou @_chenglou
69K Followers 468 Following Worked on: @reactjs, @messenger, @reasonml, @rescriptlang Currently: @midjourney, Pretext
Stanford NLP Group @stanfordnlp
190K Followers 353 Following Natural Language Processing/Machine Learning @chrmanning @jurafsky @percyliang @ChrisGPotts @tatsu_hashimoto @MonicaSLam @Diyi_Yang @YejinChoinka @StanfordAILab
Salesforce AI Researc... @SFResearch
20K Followers 423 Following We advance state-of-the-art #AI techniques paving the path for innovative products at @Salesforce. Focus areas: #AIAgents, #EnterpriseAI, #EGI, and #TrustedAI.
Ziyang Luo @ChiYeung_Law
2K Followers 3K Following Working on Agentic RL @SFResearch | WizardCoder Creator | Optimizing for the long-term reward.
Will Knight @willknight
22K Followers 8K Following hi. my name is pronounced "wee-all". I cover AI, robotics, and things @WIRED wak.01 on signal (no pr pitches!) https://t.co/9QDPGOJYgm
Block @blocks
118K Followers 11 Following Building blocks @Square @CashApp @spiral_xyz @TIDAL @Bitkey @protomining
OpenClaw🦞 @openclaw
544K Followers 24 Following Personal AI that actually does things. Your agent, your machine, your rules. Now a 501(c)(3) non-profit foundation — open and independent, forever. 🦞






































