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OpinionNathan Lambert · X· @natolambert·· 2 hours ago

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Nathan Lambert Says Gemini May Be Back in the Agentic Era

What happened

I honestly don’t know how to try Gemini in the agentic era, maybe I finally need to fix that. Pretty wild they just have been out of it since December 2025 but look maybe back. In a quoted post, @sundarpichai says Google is introducing Gemini 4 Carbon, its next frontier model, and that it ranks #1 on the recently updated v5.0 of @ArtificialAnlys. Nathan Lambert reacts that Gemini may be back.

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See the full storyGoogle Announces Gemini 4 Carbon With Restricted Access and Top Artificial Analysis Ranking

The story so far

Google DeepMind announced Gemini 4 Carbon with initial access limited to selected cyber defenders, while Artificial Analysis ranked it first on its Intelligence Index v5 with a score of 59; the model is not yet publicly available. Google said access would expand through its Fairwind Program to additional trusted partners as it gathers feedback and refines guardrails before broader availability for developers, businesses, and consumers. Artificial Analysis reported that Carbon led four of nine evaluations, but its coding-agent score using Antigravity CLI was 59, behind Claude Opus 5.5 at 62. Google reported cybersecurity scores of 88.2% on SEC-bench Pro, 54.8% on ExploitGym, and 71.0% on CWE-bench, all measured without guardrails. Sundar Pichai said Carbon significantly improves on Argon in long-horizon tasks and has strengthened frontier safeguards. The restricted rollout drew criticism from Nathan Lambert, who objected to Google announcing benchmark scores for a model he could not publicly use. He later softened his criticism, saying he felt bad about the rant after hearing about difficulties getting a frontier model released through unofficial channels.

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