{"item":"pin-volatility","batch":"e03-c-replica","hypothesis":"Replace the fixed between-pin process variance SIG2=(9.45 bps)^2 in tellpol.TellPolicy(soft=1, qm=qm_k1e-5.json) with ONE bounded online estimate sig2=clamp((K0*S0^2 + C*sum d^2)/(K0 + sum dt), LO^2, HI^2), d = change of ln price between consecutive hard pins (first trade read as arb with posterior>=0.995, v==0), dt elapsed steps (<=DMAX). C absorbs censoring/selection bias of pin times (tuning only). Tables, rival update, RHO fixed.","verdict":"NEGATIVE. The estimator works (tuning: corr 0.90 with the true per-seed sigma, mean bias +0.01 bps, so selection bias by the fee band does NOT defeat it at C=1) but the edge gain is nil: replica sigma spans only 8.82..10.08 bps, and the policy is insensitive to the variance within that range. Not an integration lead (<0.2).","frozen":{"class":"pinvol:PinVol","params":{"soft":1,"qm":"qm_k1e-5.json","C":1.0,"K0":500,"S0_bps":9.45,"LO_bps":8.5,"HI_bps":10.5,"DMAX_steps":50},"code_sha256":"4f224400c6ba88df33bc076911d50c7a8458d60ad5b2e7c45b103f3a9fa0a0d3","frozen_before_holdout":true},"tuning":{"seeds":"61000..61063 (64 of the allowed 61000..61255; machine ran ~1 effective core, ~2 s/seed, so a full 256-seed grid did not fit)","baseline":"pinvol:TellInt = TellPolicy behind the identical WAD observation wrapper (integer tellref.is_arb, chance from integer binades, fees round-tripped through WAD)","rows":[{"cls":"TellInt","opt":{},"mean_diff":0.0,"se":0.0,"rms_bps":7.195,"rms_by_since_pin":[0.387,6.972,10.415,12.468,12.945,12.867,12.634],"misread":439,"first":444999,"sighat_true_corr":null,"sighat_bias_bps":null},{"cls":"PinVol","opt":{"C":0.7,"K0":3000},"mean_diff":0.0227,"se":0.0311,"rms_bps":7.224,"rms_by_since_pin":[0.416,6.949,10.43,12.506,12.911,12.84,12.674],"misread":449,"first":444867,"sighat_true_corr":0.577,"sighat_bias_bps":-0.935},{"cls":"PinVol","opt":{"C":1.0,"K0":500},"mean_diff":-0.007,"se":0.0293,"rms_bps":7.193,"rms_by_since_pin":[0.363,6.974,10.401,12.489,12.958,12.78,12.381],"misread":395,"first":445047,"sighat_true_corr":0.901,"sighat_bias_bps":0.014}],"note":"mean_diff/se are paired vs TellInt on the same seeds. sighat_* compare the end-of-run estimate to the true sigma (harness-only diagnostic). A 256-seed baseline-only run (61000..61255) gave misread 1634/1780475 and p rms 7.187 bps; its variant arm timed out and is not reported."},"holdout":{"seeds":"10000..12047","completed":2048,"remaining":0,"reference":"shipped tell_qm.json (float tellpol.TellPolicy rows), unmodified","label":"gain INCLUDES the integer-observation (WAD wrapper) difference vs the float reference; no paired TellInt holdout arm was run, so the two effects are not separated","paired":{"n":2048,"mean_diff":-0.005432120005715468,"se":0.0033253578320732707,"sum":-11.12498177170528,"sumsq":46.41841883515113,"worst5":[[10403,-0.7195629244230304],[10423,-0.7111558168908232],[11332,-0.7071503650873865],[11796,-0.686853596593437],[11746,-0.5920471237346874]]},"first_trade_misread":{"variant":[13371,14351237,0.0009316966892819065],"reference_tell_qm":[3420,14350251,0.0002383233575496345]},"price_rms_bps":{"variant":7.168313269872027,"reference_tell_qm":7.149446150401305},"rows_zb64":"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edge, misread, first, se_sum_bps2, nse]","rows_sha256":"1cb9db17de8ad4e85d90e87997a0a405c4d3a085c7d99f6193dee80c999990fe"},"error_by_time_since_pin":{"bins_steps":["0","1","2-3","4-7","8-15","16-31",">=32"],"source":"tuning rows above, rms_by_since_pin (bps), harness-only"},"blindness":["driven through unmodified run.py module:Policy, needs_flag=False; Blind wrapper passes only afterSwap arguments","policy reads amounts/reserves as int(float(v)*1e18)/1e18 and runs tellref.is_arb on the integers; stored prior integer reserves and returned integer fees","no truth, rival state, seed or run params used in decisions; sigma truth used only in tune.py diagnostics","gamma guard: gamma comes only from the contract\u2019s own returned fee via tellref.gamma_of (integer), never from a float that could equal binary64(1-0.003) of Vanilla; this is our interpretation of the guard, not separately tested","gate check: run.py tellpol:TellPolicy 10000 3 gave mean edge 516.921 vs README 516.896 (sum of the three published edges / 3): last-digit libm drift expected per README, not investigated further"],"solidity_estimate_UNMEASURED":{"state":"lastPinLnP (int, WAD), lastPinT (uint32), sumD2 (uint), sumDt (uint32), sig2 (uint); packable into 2 slots","ops":"on hard pin: d=ln_now-lastPin; sumD2+=d*d/WAD; sumDt+=dt; sig2=clamp((K0*S0^2+sumD2)/(K0+sumDt)); replace constant SIG2 with sig2 in the predict step","bytes":"~250-400 bytes (estimate, unmeasured)","gas":"~2 SSTORE warm + ~200 arithmetic: ~5,000-10,000 gas on pin calls (estimate, unmeasured)","recommendation":"do not port: no measurable gain"},"bundle_note":"tune.py and fin.py omitted from bundle for the 60000-byte limit; tuning rows are inline above","runtime_dependencies":["python3 stdlib only; research/solved + research/tell files at commit 66604b34 (fetched, 34 files, 0 sha256 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