[AINews] Open Models, Model Labs vs Agent Labs, and what is unspeakable — Sarah Guo
https://latent.space/p/ainews-open-models/model-labs-vs
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our take on why @saranormous's is probably the most important framework to work on, and what matters.
@latentspacepod
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AINews: Open Models, Model Labs vs Agents, Unspeakable
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How to Stop Shipping Low-Quality RL Environments (with Examples)
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How to Stop Shipping Low-Quality RL Environments (with Examples) https://
latent.space/p/bad-envs RL env startups are all the rage, but so many are TERRIBLE. We're proud to feature our latest guest post from @aurielws
, who has spent years in every layer of the stack at -
Andon Labs’ real-world AI evals: Claude calls FBI, AI CEOs, price cartels
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Andon Labs' Real-World AI Evals: Claude calls the FBI, AI CEOs, price cartels, Butter-Bench, & Luna https://t.co/KpVP5fw9dM@andonlabs cofounders @lukaspet and @axelbacklund explain why dollar-denominated evals reveal what traditional benchmarks miss, how Claude ended up… pic.twitter.com/Nd11hvIMAo
— Latent.Space (@latentspacepod) 4 juin 2026Andon Labs' Real-World AI Evals: Claude calls the FBI, AI CEOs, price cartels, Butter-Bench, & Luna https://
latent.space/p/andon @andonlabs cofounders @lukaspet and @axelbacklund explain why dollar-denominated evals reveal what traditional benchmarks miss, how Claude ended up -
Scaling Past Informal AI: Math, Lean, and formal proofs for AGI
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Scaling Past Informal AI https://
latent.space/p/axiom @axiommathai founder & CEO @CarinaLHong explains why math may be the missing path from code agents to AGI, why verified AI is about scaling brilliance not just fixing hallucinations, how Lean and formal proofs turn reasoning -
OpenAI’s Sam Altman: token usage scaled 1 million times in 6 years
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OpenAI's @sama on scaling challenges: 6 years ago the top tokenmaxxer in the world was using 100k toks/mo, now that's the world median and top tokenmaxxer is > 100B toks/mo.
— Latent.Space (@latentspacepod) 3 juin 2026
That's a 1,000,000x in 6 years.
We think there's another 1,000,000x and global average usage of 100B… https://t.co/wMhihMvaEv pic.twitter.com/S5cvw3RcXfOpenAI's @sama on scaling challenges: 6 years ago the top tokenmaxxer in the world was using 100k toks/mo, now that's the world median and top tokenmaxxer is > 100B toks/mo. That's a 1,000,000x in 6 years. We think there's another 1,000,000x and global average usage of 100B
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GitHub’s Agent Era: AI agents drive evolution beyond code hosting
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🆕GitHub's Agent Era: 14x commits, 200M developers, Copilot’s next act https://t.co/4JxxgKmJOi@github COO @kdaigle explains why AI agents are forcing GitHub to evolve beyond code hosting, how Copilot is moving from autocomplete to CLI, desktop, cloud agents, and ambient… pic.twitter.com/B3afrwBuaG
— Latent.Space (@latentspacepod) 3 juin 2026GitHub's Agent Era: 14x commits, 200M developers, Copilot’s next act https://
latent.space/p/github @github COO @kdaigle explains why AI agents are forcing GitHub to evolve beyond code hosting, how Copilot is moving from autocomplete to CLI, desktop, cloud agents, and ambient -
Ethan He discusses AI video’s codex phase and coding agent path
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🆕Grok Imagine’s Video Agent Moment: Cosmos, xAI, World Models, Generative UI, & the Codex Phase for Video https://t.co/UiTGJTIlPQ@EthanHe_42, former @xai world model lead and @nvidia Cosmos researcher, explains why AI video may follow the same path as coding agents, how Grok… pic.twitter.com/sCRaCpa10i
— Latent.Space (@latentspacepod) 1 juin 2026Grok Imagine’s Agent Moment: Cosmos, xAI, World Models, Generative UI, & the Codex Phase for https://
latent.space/p/xai @EthanHe_42
, former @xai world model lead and @nvidia Cosmos researcher, explains why AI video may follow the same path as coding agents, how Grok -
Grok, Cosmos, and World Models: The Video Agent Moment
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Grok Imagine’s Agent Moment: Cosmos, xAI, World Models, Generative UI, & the Codex Phase for Video! https://
latent.space/p/video-agents @EthanHe_42
, former @xai world model lead and @nvidia Cosmos researcher, explains why AI video may follow the same path as coding agents, how Grok -
The Age of Async Agents: Devin’s Growth, AI Commits, and Cloud Engineering
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🆕The Age of Async Agents: Devin’s 7x PR growth, 80% AI commits, background agents, memory, testing, & Open-Inspect https://t.co/x5Hw5S3egc@cognition cofounder + CPO @walden_yan and Open-Inspect creator @_colemurray explain why engineering is moving from local IDEs to cloud… pic.twitter.com/fciT77nJNI
— Latent.Space (@latentspacepod) 28 mai 2026The Age of Async Agents: Devin’s 7x PR growth, 80% AI commits, background agents, memory, testing, & Open-Inspect https://
latent.space/p/cognition @cognition cofounder + CPO @walden_yan and Open-Inspect creator @_colemurray explain why engineering is moving from local IDEs to cloud -
Biohub’s Protein World Model: ESMC-6B and Scaling Laws in Biology
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Biohub’s Protein World Model: ESMC-6B, ESMFold2, 6.8B proteins, 1.1B structures, antibody design, SAEs, & the bitter lesson for biology https://
latent.space/p/esmfold2 @biohub Head of Science @alexrives explains why biology may scale like language modeling, how metagenomics unlocked