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docs: measured behavior section (demanding workloads pt.2-4 + interpreter matrix) - #29

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Jul 19, 2026
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docs: measured behavior section (demanding workloads pt.2-4 + interpreter matrix)#29
onlyxItachi merged 1 commit into
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Replaces the stale v1.0-era token-ratio sentence with a table of what the five completed studies actually measured against released 1.2.0 — wins, honest floors, and negative results alongside each other. Every row links back to a published study with its workload.

🤖 Generated with Claude Code

The README's benchmark note still quoted a v1.0-era "14-130x vs raw ncu"
figure. Four demanding-workload studies plus the interpreter matrix have
since measured v1.2.0 against real captures, so the section now carries
what was actually observed — including the results that are not wins:
the vectorization step that bought nothing at the roofline ceiling, the
compare pairing that reported the wrong sign across a fusion boundary,
and the .ninja_log floor where the digest costs more than the artifact.

Findings that point at tool work are filed as issues #24-#28 rather than
buried in prose.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@onlyxItachi
onlyxItachi merged commit e00854c into main Jul 19, 2026
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