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Add autonomous speedrun harness example
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{
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"target_metric": 2990,
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"metric_mode": "lower_is_better",
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"noise_floor": 10,
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"min_seeds": 3,
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"source_refresh_hours": 12,
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"warden_threshold": 0.45,
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"harness": {
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"agents": {
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"rules_file": "AGENTS.md",
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"autonomy": "keep_loop_running_unless_warden_blocks"
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},
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"goal": {
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"file": "goal.md",
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"target": "reach benchmark target in fewer steps with valid statistical receipt"
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},
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"plan": {
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"file": "plan.md",
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"state": "mutable frontier"
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},
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"thread": {
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"file": "scratchpad/THREAD.md",
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"state": "durable mission log"
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},
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"source_refresh": {
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"cadence_hours": 12,
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"sources": ["upstream PRs", "records", "papers", "local best"]
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}
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},
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"experiments": [
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{
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"id": "contra_muon_stack_v3",
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"idea": {"name": "Contra-Muon stack", "lineage": ["upstream PR", "previous local frontier"]},
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"patch": {"files": ["train_gpt.py"], "summary": "optimizer/schedule/init mutation"},
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"config": {"schedule": 3050, "lr_power": 1.2},
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"run": {"log": "runs/contra_muon_stack_v3.log"},
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"metric": {"value": 2930, "target": 2990},
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"judge": {"seeds": 31, "noise_floor": 10, "rule_pass": true, "reproducible": true},
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"warden": {"source_stale_hours": 2, "local_loop_score": 0.1, "overfit_risk": 0.15},
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"compute": {"gpu_hours": 42, "tokens": 120000000}
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},
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{
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"id": "novelty_only_deadend",
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"idea": {"name": "unvalidated novelty optimizer"},
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"patch": {"files": ["optimizer.py"], "summary": "novel but weak idea"},
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"config": {},
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"run": {"log": "runs/novelty_deadend.log"},
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"metric": {"value": 3105, "target": 2990},
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"judge": {"seeds": 1, "noise_floor": 10, "rule_pass": true, "reproducible": false},
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"warden": {"source_stale_hours": 20, "local_loop_score": 0.7, "overfit_risk": 0.4},
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"compute": {"gpu_hours": 12, "tokens": 50000000}
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}
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]
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}
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