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State of play of AI progress (and related brakes on an intelligence explosion)
Why I don't think AI 2027 is going to come true.
20 hrs ago
•
Nathan Lambert
49
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State of play of AI progress (and related brakes on an intelligence explosion)
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21
Qwen 3: The new open standard
A wonderful release, base models, reasoners, model size scales, and all before LlamaCon.
Apr 28
•
Nathan Lambert
65
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Qwen 3: The new open standard
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Transparency and (shifting) priority stacks
What you want to be open says a lot about your ranked priorities.
Apr 28
•
Nathan Lambert
19
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Transparency and (shifting) priority stacks
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The latest open artifacts (#9): RLHF book draft, where the open reasoning race is going, and unsung heroes of open LM work
Artifacts Log 9.
Apr 21
•
Nathan Lambert
and
Florian Brand
24
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The latest open artifacts (#9): RLHF book draft, where the open reasoning race is going, and unsung heroes of open LM work
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OpenAI's o3: Over-optimization is back and weirder than ever
Tools, true rewards, and a new direction for language models.
Apr 19
•
Nathan Lambert
118
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OpenAI's o3: Over-optimization is back and weirder than ever
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OpenAI's GPT-4.1 and separating the API from ChatGPT
OpenAI's latest models optimizing on intelligence per dollar. We'll continue to see ChatGPT handled differently than the API business.
Apr 14
•
Nathan Lambert
52
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OpenAI's GPT-4.1 and separating the API from ChatGPT
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Llama 4: Did Meta just push the panic button?
One of the weirdest releases of the year and understanding the future of the Llama endeavor. For the time being, we have some more amazing open weight…
Apr 7
•
Nathan Lambert
91
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Llama 4: Did Meta just push the panic button?
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RL backlog: OpenAI's many RLs, clarifying distillation, and latent reasoning
Notes I forgot to publish. Closing some loose ends in the reasoning model discussions.
Apr 5
•
Nathan Lambert
48
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RL backlog: OpenAI's many RLs, clarifying distillation, and latent reasoning
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March 2025
Recent reasoning research: GRPO tweaks, base model RL, and data curation
The papers I endorse as worth reading among a cresting wave of reasoning research.
Mar 31
•
Nathan Lambert
71
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Recent reasoning research: GRPO tweaks, base model RL, and data curation
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2
GPT-4o's images and lessons from native input-output multimodality
Hints of a natively multi-modal future.
Mar 30
•
Nathan Lambert
32
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GPT-4o's images and lessons from native input-output multimodality
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Gemini 2.5 Pro and Google's second chance with AI
The end of a busy spring of model improvements and what's next for the presumed leader in AI abilities.
Mar 26
•
Nathan Lambert
75
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Gemini 2.5 Pro and Google's second chance with AI
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The latest open artifacts (#8): The return of ~30B models, side effects of OpenAI's proposed DeepSeek ban, and yet another reasoning roundup
Artifacts Log 8. Expect this pace to continue until mid summer.
Mar 20
•
Nathan Lambert
and
Florian Brand
27
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The latest open artifacts (#8): The return of ~30B models, side effects of OpenAI's proposed DeepSeek ban, and yet another reasoning roundup
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