Browse Comments — Clean (de-noised)
Close reading of the corpus at each pipeline stage: raw → clean → relevant → coded.
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Kun Cheng I think AGI research may be starting from the wrong end of the problem. Human language, reasoning and consciousness are already highly evolved products. The more fundamental question is: what is the minimal mechanism required for life to continue itself in an uncertain environment? Once a system must obtain resources, distinguish useful from harmful and make choices, the foundations of reason already begin to emerge. Perhaps we should derive intelligence from life rather than derive life from intelligence.
Would love to connect with you to discuss speaking at Ai4 2026 in Vegas!
One thing I appreciate about frontier research is that it forces us to think beyond the next product cycle. The most impactful breakthroughs often begin as scientific questions long before they become commercial opportunities. By the time the world notices, years of foundational work have already been done. Innovation tends to look sudden from the outside and gradual from the inside.
Demis, thanks for sharing!
Just read The Infinity Machine and watched all your videos! Bravo!!!