i havent done the work to compare it to peers but i'm just excited that we have a base model and honestly for all the people that complained about the death of the completions API (
@deepfates ? or deepfates adjacent) not enough people are experimenting with weird usages and
LLMS
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Base Model Release Sparks Experimentation With API Completions
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Maestro Approach Achieves SOTA on Browsecomp-Plus
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Live from @DeepLearningAI conference: our CPO Or Dagan is taking the stage, explaining how we got SOTA on Browsecomp-Plus with the Maestro approach.
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Copilot Limitations Compared to Competing AI Solutions
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Ok, to be fair, they can probably only use copilot in their company, and it's pretty bad compared to the other options, but still, wtf?
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BioMysteryBench: Claude’s Creative Bioinformatics Research Solutions
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BioMysteryBench, our new bioinformatics eval, tests whether Claude can devise creative solutions to open-ended research problems. Read more:
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Claude Solves 30% of Expert-Stumping Biological Data Problems
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New on the Science Blog: We gave Claude 99 problems analyzing real biological data and compared its performance against an expert panel. On 23 problems, the experts were stumped. Our most recent models solved roughly 30% of those—and most of the rest.
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Gemini 3.1 Pro vs GPT-5.5 Pro: Ethics Impact on AI
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Its a bit frustrating, because Gemini 3.1 Pro is an excellent model and can deliver really good results. But here is GPT-5.5 Pro for comparison. Sadly, it took this assignment very seriously and ethically and thus was no fun at all.
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Claude’s measurable strengths: iteration, exploration, filtering
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Claude’s superpower is measurable in output:
speed of iteration, number of paths explored, and how fast bad ideas get filtered out. Same model, different usage completely different power. -
How an LLM changes the way you think with it
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Franchement oui… mais pas que. Réfléchir avant d’agir c’est la base.
Mais avec un LLM, t’es plus juste en train d’exécuter ou réfléchir solo. En vrai tu réfléchis avec lui, Et c’est là que ça change tout. Si t’as une idée floue il sort un truc moyen
Si t’es clair il t’emmène -
Gemini Document Creation Falls Short of Frontier Standards
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Gemini now can create documents, and it is a nice start, but not up to the frontier yet, as you can see from my "LBO of Hogwarts" test. PowerPoints are substantially worse than NotebookLM, spreadsheets are primitive, still no thinking trace, it doesn't think hard enough, either.
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Tau3-Bench Timing Concerns Against Competing Models
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Not sure if this is a good look since most of the competing models were released BEFORE Tau3-Bench