Topology-based abstraction is more powerful than geometry-based abstraction because distances are not robust to small perturbations, but structure can be robust to small perturbations; topology underlies robust and flexible abstraction.

causalpending

Speaker

François Chollet

Evidence Quote

topology-based abstraction is actually more powerful than geometry-based abstractions because distances are not robust to small perturbations, but structure can be robust to small perturbations.

Source

Francois Chollet | Why abstraction is the key to intelligence, and what we’re still missingHarvard CMSA
Created: 8/12/2026, 6:07:58 PM

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