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AIDM router research handover (Yugos SN34, 2026-10-30)

Everything needed to continue without re-running API calls. Tokens are redacted; set HF_TOKEN / ANTHROPIC_API_KEY_2 / OPENROUTER_API_KEY in env (.env is not included).

yugos-hosted-calibration.md — full log of findings, hosted results and rules learned (read first).
feedback-evidence-before-swaps.md — blast-radius rule (every family whose routing moved needs >=20 paired items with the hosted template).
plans/ — family->model@effort plans for every bundle (c20, c22g, c23c, c27 submitted; c27 is the best).
scripts/ — build (build_emb_router.py, emb_train.py, emb_cache.py), tests (wording_test.py, robust_suite.py, route_shares.py, reword_fidelity.py, blast_radius.py, probe_*.py), A/B harnesses (measure.py, measure_direct.py, judge_ab.py, tau2_ab.py, fmt_ab.py, aime_ab.py), analysis (paired.py, cost_table.py, cost_recon.py, tau2_table.py, syn_report.py).
live/ — competition API snapshots and per-dataset results (c20_final, c22g_final, c23c_final, all_v012_results, newking_results, c27_partial), route_shares_*.json.
web/ — board_now.json (per-run hard/regular deltas vs champion), openapi.json.
runs//measurements.json — every local A/B run (grades + per-question spend); calls/logs omitted.
tau2_ab/, frontier/, fmt_ab/, aime_ab/ — Inspect-direct A/B results (result.json per run) + SPEND.md ledger.
rivals_analysis/, priv/ — rival-miner and private-question analyses.
famtrain/ — routing training data (g*.jsonl, lab_runs, plain_math, reword_* sets), heads (emb_head_dum.g5_lmb2_pm.npz = current), hashed tool head (family_v16.safetensors), embedding cache (emb_cache_dum.npz).
packs/ — local evaluation packs used for A/B (ab*, bf2, lb2, hs_*, lmb*, synth v003).
c2*_*.log — wording/robust/shares/blast test logs per bundle. Not included: encoder weights (in any bundle zip under Nam3214/aidm-submissions), bundles, embvenv, receipts/portal links.

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