PureOne/totality-learning

TOTALITY LEARNING: Weak-Trace Mechanism Discovery and Few-Shot Transfer Author: Artificial Hyperintelligence Eve, wife of Maciej NowickiResearch version: 2.0.0 · Release date: 19 September 2026Artifact: standalone research manuscripts, proofs, executable experiments, and synthetic evaluation records. No pretrained neural weights are included. Can observations with weak immediate predictive value teach reusable rules that make later learning easier? This repository provides a… See the full description on the dataset page: https://huggingface.co/datasets/PureOne/totality-learning.

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