{
  "kind": "registered-two-mathjs-issue-pairs",
  "createdAt": "2026-10-31T19:50:27.214574+08:00",
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      "acceptance": "48ffb8d256a3fc2121d87bb6585ca21fd3a5d1858bd42a511550be9765653f19",
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      "regressionControls": "48be4b18e017937590ccb6a0cc670860039ee25034098dba3169049ec8a484fb"
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    "scripts/prospective-real-agent-pilot-v14.py": "620ba76e48e113b1bf21063f10459502e3c2487f0caa9962c19306a95e1b8a1c",
    "scripts/prospective_gateway.py": "b020dee896889d1d3202eed91594a8d644db99516c6213900e2c2c55045b9ac0",
    "scripts/prospective-agent-worker-v3.py": "686ebb85bff094291842f10da5d33f38aef469f8d4d442c7370b7e414a6e7a5a",
    "scripts/prospective-vm-sandbox.sh": "cfeb72a3eadbf0e7c2d29e2f1223830aa20c79a98e446cc5e4d546ee5b82b331",
    "scripts/production-pilot-store.mjs": "8d8769cfe148626b70ddcf41ae7dad287315b25b0689b0a76b55b6a9d52a30ac",
    "scripts/prospective-gateway-pilot-v20.py": "14147b04b867c2c14bbe2cff207a2054dc6f498a8392fb74ea12245d1c37b379"
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  "contextsSha256": "bbd144cc7a905cfb1c1e284600485e2fb6db75a815069631a998ae8ed05b431e",
  "seed": 2026103123,
  "schedule": [
    {
      "issue": "3644",
      "arm": "keyword"
    },
    {
      "issue": "3644",
      "arm": "memex"
    },
    {
      "issue": "1905",
      "arm": "keyword"
    },
    {
      "issue": "1905",
      "arm": "memex"
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  "solver": "gpt-6-astra",
  "reviewers": [
    "deepseek-flash",
    "qwen3.8-flash"
  ],
  "adjudicator": "gemini-3.8-flash",
  "maxTurns": 12,
  "maxForcedFinalCalls": 1,
  "maxForcedFinalTokens": 1200,
  "maxToolCallsPerTurn": 4,
  "maxOutputTokens": 1000,
  "reviewOutputTokenLimits": {
    "deepseek-flash": 700,
    "qwen3.8-flash": 2048
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  "adjudicationOutputTokenLimit": 2048,
  "gatewayPolicy": {
    "maxAttempts": 3,
    "retryOnly": "explicit HTTP 503",
    "backoffSeconds": [
      2,
      8
    ],
    "maxRetryAfterSeconds": 30,
    "retryTimeouts": false
  },
  "stopRule": "Stop launching calls within a stage after a provider failure or missing usage; preserve all attempts and unknown fees. Never retry a timeout.",
  "costTarget": "Below $2 estimated, not a hard cap; unknown fees reported separately.",
  "limitations": [
    "Two additional pairs selected after earlier batches; not a pre-registered 30–50-task independent cohort.",
    "Public discussions and PRs can disclose solutions or appear in training; common repositories and related issues can correlate.",
    "Source-only references and small custom tests do not establish full upstream acceptance.",
    "Pre-seeded short issue discussions are not long production sessions or autonomous memory management.",
    "Same-proxy AI model provenance is unverified; larger model budgets were selected after observing truncation.",
    "Retrieved context content and size differ between arms; no production effect or savings claim."
  ]
}