[{"type":"thinking","thinking":"E-034 re-validated at HHigh = 8.38: **ALL CHECKS PASS**. Margins: 13,160 / 88,911 / 2.458e26 (cost vs HHigh = 5.94: ~5 units — as predicted, negligible).\n\nHmm — wait, the H_high row in the log shows \"H_high 1.106/5.94\" — the V5 slack row still references 5.94 as the bound?! Looking at the log line: \"H_high 1.106/5.94\" — the print statement in the script hardcodes \"/5.94\" in the f-string! Let me check — the script's print line: `f\"H_high {mp.nstr(abs(Hhigh2), 4)}/5.94\"` — the display string is hardcoded but the actual V5 check uses HHIGH (8.38) — the ratios in the CSV will be vs 8.38. The display is a cosmetic hardcode — check the script: `rows.append(... \"H_high\": abs(Hhigh2) / HHIGH ...)` — the V5 uses HHIGH ✓ correct. The print line cosmetic — leave it? It'll confuse the record. Fix the print to use the value. Minor but let me fix it for honesty of the log.\n\nActually the CSV/JSON are the artifacts of record — the print is just the log. Let me check the CSV's V5 row for H_high to confirm it used 8.38.","signature":""},{"type":"text","text":"All checks pass at HHigh = 8.38 (margins 13,160 / 88,911 / 2.458e26). Verifying the V5 CSV row uses 8.38 (the log line has a hardcoded display)."},{"type":"tool_use","id":"Bash_334","name":"Bash","input":{"command":"cd D:/Python/Quantum && grep \"V5_slack\" research/numerics/data/E-034-dogleg-validation.csv | head -12","description":"Check V5 slack rows in the CSV"},"extra_content":null}]