Files
automatic/cli
CalamitousFelicitousness 138aff6ed0 fix(cli): judge attention settings jointly in the benchmark recommendations
The settings rows were verdicted one at a time against int8 qk alone, so
the table could assemble a tuple no row ever measured and contradict its
own stars: pv lost a solo 10 percent margin test while the starred best
config carried pv at four of nine shapes, and the emitted smooth-only
stack was strictly dominated by measured rows at three shapes.

- select the recommendation as the best measured quantized config by the
  star rule (lowest error within 5 percent of the fastest, error cap vs
  int8), then gate that one config against unquantized at a z adjusted
  for having selected the best of the pool
- decompose the winner into the settings rows; each reason cites the
  measured sibling that isolates its setting, replacing the blanket no
  gain wording that hid an 8 percent measured win
- drop the additive stack estimate, composition check and float8 rescue,
  which the joint selection covers by construction on measured rows
- name each shape's selected config in the per-shape verdict note and
  compute sidak z exactly for any candidate count
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