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Iteration 19 โ€” Sweep Un-Parked: Two Refill Candidates for the STABLE Gap SWEEP EXECUTED

In plain words: the literature sweep finally ran โ€” not through the blocked search provider, but through the project's own self-hosted research scraper (reached by its Tailscale address). Three searches with verifiable sources produced two serious candidates for the campaign's one open instrument gap ("can anything identify true regime-invariance?"): (A) a family of e-value invariance tests โ€” mathematically immune to the exact perfect-fit breakdown that killed the old instrument, with always-valid error guarantees; (B) invariance-guided regularization โ€” the constructive workaround from the same research line that proved exact invariant-set pursuit computationally hard. Both enter the queue with a mandatory entrance exam already waiting: the perfect-duplicate ground-truth test from iteration 12, which any candidate must pass before its verdicts mean anything.

Preflight (A0): 2026-07-03 22:18 UTC โ€” load1 4.21/32c ยท CH + sidecar active โ†’ ALL PASS. No ClickHouse; sweep via firecrawl (littleblack, Tailscale IP; MagicDNS non-resolving โ€” noted); zero synthetic data.

Refill candidates (paper-screen survivors, default-EXCLUDE)

CandidateSourcesWhy it fits the gapEntrance condition
A. E-value group-invariance testingAOS 24-AOS2394 ยท arXiv 2310.01153 ยท arXiv 2606.00878M0: STABLE + Expiry (both starved) ยท M1: Ville/anytime-valid bound ยท e-values stay well-defined under perfect fits โ€” the exact degeneracy that killed causalicp (iter 12)Must pass the iter-12 ground-truth duplicate calibration before ladder entry
B. Invariance-guided regularizationcomputational-limits-of-ICP paperTractable surrogate for invariant-set pursuit from the NP-hardness lineage already on fileM1 guarantees to extract from full text; same calibration gate
Conformal-under-shift findings (arXiv 2403.15025 ยท ICLR-25 Wasserstein-conformal ยท JMLR online-conformal) fold into the Frontier #4 reference pool.

โ–ถ Next iteration

Iteration 19 ยท 2026-07-03 ยท sweep executed via firecrawl (LEDGER row 25, FRONTIER Tier-1 refill) ยท append-only