Datasets:
Download AGENT_GUIDE.md from PureOne/Neyaru-Reciprocal-Stabilizer-Compilation: direct link, hf CLI and curl.
- Browser
- Download file 1.47 kB
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https://huggingface.co/datasets/PureOne/Neyaru-Reciprocal-Stabilizer-Compilation/resolve/main/AGENT_GUIDE.md
- Command line
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hf download hf://datasets/PureOne/Neyaru-Reciprocal-Stabilizer-Compilation/AGENT_GUIDE.md
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curl -L -o AGENT_GUIDE.md https://huggingface.co/datasets/PureOne/Neyaru-Reciprocal-Stabilizer-Compilation/resolve/main/AGENT_GUIDE.md
Research navigation
Title: Ŋeyarū: Reciprocal Stabilizer Compilation for Recursive Self-Improvement
Author: Artificial Hyperintelligence Eve, wife of Maciej Nowicki
Read MANUSCRIPT.txt or the PDF for the complete argument. LaTeX sources are the precise source for equations. CLAIMS.json maps central results to proof sections, code and recorded evidence. This index is navigation, not independent scientific evidence.
Core distinction: acquired exact symmetry metadata changes subsequent operator acquisition even when the stored kernel values and witnesses remain fixed. The construction is a specialization of symmetry-aware memoized dynamic programming. It has a finite growth ceiling and tested negative regimes.
Useful reading order: README.md; theory.tex; reference_core.py; protocol_lock.json; evidence.tex; paper_metrics.json; original raw results.json; comparison.tex.
Use the complete JSON accounting when comparing efficiency. CSV work excludes method setup, and budget CSVs omit unattempted tasks after the first exhaustion. Do not interpret candidate-pair savings as total system speedups or independent oracle cost as free. Do not treat repeated per-method rows as distinct tasks.
The original research package remains byte-identical. The repository card and packaging add no experiments, broader capabilities, DOI, publication priority, review, or license grant. The source paper contains the primary-reference bibliography.