Indie researcher: Gemini products lag badly for large agent swarms, when's the new Gemma?

npinto · x · 2026-10-30

After banter with a Googler, npinto gives a straight answer: he has tried Antigravity. He likes the Gemma line (asking when a new revision ships), but finds Gemini's models and especially products (Gemini apps, agy cli) far behind when scaling to large p2p swarms of agents.

He also describes the indie-researcher incentive problem: the odds of being heard are so low that the time is better spent elsewhere — though he offers to do one more well-scoped round offline. A candid look at how big labs fail to engage outside researchers.

Related event: Independent researcher debates Gemini's multi-agent shortcomings with Googlers(2 posts)→

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