Boundary-discovery and anti-self-deception framework for AI efficiency research. Produces falsifiable, condition-specific verdicts. First validated result: a hard failure boundary for token pruning.
python benchmarking machine-learning research ai reproducible-research telemetry quantization energy-efficiency inference-optimization research-framework experiment-framework token-pruning compute-efficiency effective-compute-density
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Updated
Mar 28, 2026 - Python