Human-like Neural Nets by Catapulting

Speculative proposal to create artificial neural nets with human-like performance by high-learning-rate/regularization training of overparameterized NNs to trigger catapulting/grokking. Over-parameterization as a route to true generalization would resolve many outstanding mysteries of artificial versus natural intelligence.

The opening of the 22nd round of the 2. Bundesliga saw 1. FC Nürnberg dismantle Karlsruher SC 5‑1. In the first half, the Franken laid the groundwork for triump... https://news.osna.fm/?p=34332 | #news #bundesliga #catapulting #dominate #karlsruher
Nürnberg Dominate Karlsruher SC 5‑1, Catapulting to 8th in the 2. Bundesliga Race - Osna.FM

Nurnberg routs KSC 5-1 in 2. Bundesliga opener: early double by Justvan sets tone as the German side dominates in Düsseldorf.

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