MIT team builds 'recursive meta-intelligence': AI creates its own scientific instruments and an agent ecology

melnykowycz · x · 2026-09-15

MIT's Buehler group describes a 'recursive meta-intelligence' system in which AI creates its own scientific instruments, turns them into persistent worlds inhabited by an ecology of hundreds of agents, and uses them to discover mechanistic principles behind how complex hierarchical materials evolve and fail. The authors frame it as an early form of scientific superintelligence, with machine-scale exploration opening cognitive channels into complexity humans struggle to traverse directly.

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