NeuroAI manifesto: applying AI scaling laws to BCIs, the bitter lesson for the brain

w1kke · x · 2026-10-07

The author argues neuroAI = AI scaling laws × BCI: without any hardware breakthroughs, massive data alone can dramatically boost brain-computer interface decoding — the bitter lesson for the brain. Thought-to-text and thought-to-image decoding is reaching levels science fiction scarcely imagined. NeuroAI will reshape neuroscience and human-computer interaction, and catalyze frontier AI, e.g. replacing slow human feedback in RLHF. A friend's six-month manifesto, Phase Lock, explores how BCIs can help align AI and preserve human agency.

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