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Welcome to the autoresearch wiki!

References

• karpathy/autoresearch PR #303 — "Evaluating Experiment Results at Scale" by Dean Sharon. Guide for noise floor estimation, Pareto efficiency, and reading results.tsv at scale. Adapted for Apple Silicon in docs/evaluating-results.md.

Tools

• TUI Dashboard — Real-time terminal dashboard for monitoring training runs
• Multi-Dataset Suite — Framework for running experiments across different training datasets

Autonomous Agent Runs

Date	Chip	Experiments	Best val_bpb	Branch
Mar 16, 2026 — M5 Max (81 experiments)	Apple M5 Max (64 GB)	81	1.335	autoresearch/mar16-agent

Experiment Logs

Date	Chip	Best val_bpb	Branch
Mar 15, 2026 — M5 Max	Apple M5 Max (64 GB)	1.320	autoresearch/mar14-m5max
Mar 14, 2026 — M4 Pro	Apple M4 Pro (24 GB)	1.429	autoresearch/mar14
Mar 11, 2026 — M1 Max	Apple M1 Max (64 GB)	1.621	autoresearch/mar11