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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-08 00:12:27 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-08 00:12:27 -0500 |
| commit | 5b7f83ae5240c78013c084cf2e24ce5a5f572c42 (patch) | |
| tree | 31e76fa07034af2d1ff4c8417c20c6ce7fae70f2 /protocol/examples/threshold_d_sensitivity.py | |
| parent | 1f705408da9eb9ff0fcb6f2269dadb2ebf71a0f1 (diff) | |
Add PAPER_OUTLINE.md: §1-§6 draft reflecting round 17 + 18
Comprehensive paper draft outline for the NeurIPS 2026 E&D submission:
§1 Discovery-first hook (round 16 narrative arc): broken eval -> evidence
-> metrics miss -> need protocol -> validation
§2 Audit findings: 5-method × 3-seed audit, walk-back details, EP internal
control
§3 The diagnostic protocol: 4 diagnostics, decision-utility ablation,
threshold sensitivity (with (d) fragility flagged), temporal validation,
cross-architecture validation, sub-mode discrimination
§4 Two failure modes: mechanism story + causal penalty rescue, with the
round 18 softening (partial dissociation rather than full separability)
§5 Pipeline pitfalls catalog: 7 bugs (incl. new #6.5 self-cosine fallback)
§6 Reference implementation
+ Limitations / walk-backs section listing all 5 walked-back claims explicitly
This is a working draft to make the next writing step concrete. Reflects
all evidence collected through the round 18 follow-up.
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