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Trending on Reddit: r/singularity Reacts to Google's Gemini 3 Ultra Demo

A demo video shared at a Google DeepMind internal event leaked to Reddit showing Gemini 3 Ultra conducting a six-hour autonomous literature review on a biology question, producing a novel hypothesis later validated by a domain expert. Commenters are split on whether this represents genuine reasoning or sophisticated retrieval plus summarization.

Every "AGI is here" moment in the last two years has collapsed under closer inspection, and this one will too — but the business-relevant question is whether long-horizon autonomy works well enough to replace a junior analyst for specific task classes. The honest answer is "yes for well-scoped research, no for anything requiring judgment under ambiguity." Leaders should run pilots now on literature review, competitive intelligence, and due diligence — three domains where six hours of machine time beats two days of human time.
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