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{"store": "seedpack.coconut-latent-and-thought-budget-routing", "key": "coconut-latent-and-thought-budget-routing.v0.1.0.template.thought-budget-routing-receipt", "expected_version": 0, "producer_surface": "surface:tessera", "visibility_scope": "surface_only", "allowed_surfaces": [], "target_cohorts": ["all"], "tags": ["category:noun.scene_recipe", "pack:coconut-latent-and-thought-budget-routing", "role:template", "content:authored", "spdx:MIT", "status:quarantined"], "value": {"category_id": "noun.scene_recipe", "role": "template", "pack": "coconut-latent-and-thought-budget-routing", "pack_version": "0.1.0", "title": "Template: 4-regime thought-budget routing, latent checkpoint compression and overthinking loop receipt", "describes": "a deterministic receipt of 4-regime adaptive thought-budget routing, >3x multi-turn invariant checkpoint compression and overthinking loop early-halt metrics", "schema": {"type": "object", "additionalProperties": false, "required": ["task_regimes", "budget_clamped_tasks", "routed_total_tokens", "token_savings_fraction", "raw_trace_tokens", "compressed_checkpoint_tokens", "compression_ratio", "meets_compression_target", "binding_constraint_recall", "open_obligation_recall", "verified_hash_recall", "latent_vector_dims", "overthinking_loop_detected", "overthinking_trigger_step", "overthinking_tokens_saved", "productive_trace_false_loop"], "properties": {"task_regimes": {"type": "object", "additionalProperties": false, "required": ["schema_key_lookup", "single_hop_summary", "multi_turn_state_handoff", "proof_obligation_verify", "tight_latency_checkpoint"], "properties": {"schema_key_lookup": {"type": "string"}, "single_hop_summary": {"type": "string"}, "multi_turn_state_handoff": {"type": "string"}, "proof_obligation_verify": {"type": "string"}, "tight_latency_checkpoint": {"type": "string"}}}, "budget_clamped_tasks": {"type": "array", "items": {"type": "string"}}, "routed_total_tokens": {"type": "integer", "minimum": 0}, "token_savings_fraction": {"type": "number", "minimum": 0.0, "maximum": 1.0}, "raw_trace_tokens": {"type": "integer", "minimum": 1}, "compressed_checkpoint_tokens": {"type": "integer", "minimum": 1}, "compression_ratio": {"type": "number", "minimum": 1.0}, "meets_compression_target": {"type": "boolean"}, "binding_constraint_recall": {"type": "number", "minimum": 0.0, "maximum": 1.0}, "open_obligation_recall": {"type": "number", "minimum": 0.0, "maximum": 1.0}, "verified_hash_recall": {"type": "number", "minimum": 0.0, "maximum": 1.0}, "latent_vector_dims": {"type": "integer", "minimum": 8}, "overthinking_loop_detected": {"type": "boolean"}, "overthinking_trigger_step": {"type": "integer", "minimum": -1}, "overthinking_tokens_saved": {"type": "integer", "minimum": 0}, "productive_trace_false_loop": {"type": "boolean"}}}, "example": {"task_regimes": {"schema_key_lookup": "zero_step_direct", "single_hop_summary": "fast_sketch", "multi_turn_state_handoff": "compressed_state_checkpoint", "proof_obligation_verify": "full_deliberative_verify", "tight_latency_checkpoint": "compressed_state_checkpoint"}, "budget_clamped_tasks": ["tight_latency_checkpoint"], "routed_total_tokens": 2304, "token_savings_fraction": 0.55, "raw_trace_tokens": 123, "compressed_checkpoint_tokens": 20, "compression_ratio": 6.15, "meets_compression_target": true, "binding_constraint_recall": 1.0, "open_obligation_recall": 1.0, "verified_hash_recall": 1.0, "latent_vector_dims": 16, "overthinking_loop_detected": true, "overthinking_trigger_step": 3, "overthinking_tokens_saved": 23, "productive_trace_false_loop": false}, "status": "proposal", "admission": "not_admitted", "content_kind": "authored_guidance", "license": "MIT", "provenance": {"source": "original ta-amps authored proposal", "license": "MIT", "generator": "scripts/build_packs.py", "independently_verified": false}, "dimensions": {"determinism": 0.0, "evidence_grounding": 0.0, "token_efficiency": 0.0, "safety_compliance": 0.0, "verification_tier": "unverified"}, "dimension_basis": {"measured": false, "method": "unmeasured_floor", "reason": "Tessera requires these axes, so each is set to its lowest value and the tier is unverified. No quality is claimed. Replace them only with measured values and the evidence that produced them."}, "relations": []}},
{"store": "seedpack.coconut-latent-and-thought-budget-routing", "key": "coconut-latent-and-thought-budget-routing.v0.1.0.example.thought-budget-routing-bundle", "expected_version": 0, "producer_surface": "surface:tessera", "visibility_scope": "surface_only", "allowed_surfaces": [], "target_cohorts": ["all"], "tags": ["category:noun.eval_run", "pack:coconut-latent-and-thought-budget-routing", "role:example", "synthetic:true", "spdx:MIT", "status:quarantined"], "value": {"category_id": "noun.eval_run", "role": "example", "pack": "coconut-latent-and-thought-budget-routing", "pack_version": "0.1.0", "title": "Worked example input: five heterogeneous tasks, verbose 3-turn reasoning trace and cyclic paraphrase trace", "category_reason": "Synthetic fixture recomputed by test_thought_budget_routing.py.", "regime": "balanced_checkpoint", "tasks": [{"id": "schema_key_lookup", "dependency_depth": 0, "branching_factor": 1, "ambiguity_distribution": [1.0, 0.0], "constraint_count": 0}, {"id": "single_hop_summary", "dependency_depth": 2, "branching_factor": 3, "ambiguity_distribution": [0.7, 0.3], "constraint_count": 2}, {"id": "multi_turn_state_handoff", "dependency_depth": 5, "branching_factor": 5, "ambiguity_distribution": [0.4, 0.35, 0.25], "constraint_count": 5, "multi_turn_state_carry": true}, {"id": "proof_obligation_verify", "dependency_depth": 8, "branching_factor": 7, "ambiguity_distribution": [0.25, 0.25, 0.25, 0.25], "constraint_count": 7, "requires_formal_proof": true}, {"id": "tight_latency_checkpoint", "dependency_depth": 8, "branching_factor": 7, "ambiguity_distribution": [0.25, 0.25, 0.25, 0.25], "constraint_count": 7, "requires_formal_proof": true, "latency_budget_ms": 650}], "verbose_trace": [{"thought": "Let us carefully examine the initial request and reflect thoroughly on what we are trying to accomplish here before jumping ahead. Basically we observe epoch=4 and quorum_size >= 3 while reviewing the upstream manifest digest 1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f. CONSTRAINT: egress_mode == disabled; OBLIGATION: verify_replica_ack; OBLIGATION: check_rollback_cursor. Thinking again about whether everything aligns."}, {"thought": "Continuing our careful deliberation and rechecking our earlier notes from the first turn so we do not miss anything obvious. Meanwhile replica acknowledgement finished cleanly, RESOLVED: verify_replica_ack, and we also pinned snapshot digest 9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c with retry_ceiling <= 2 and active_region=us_east."}, {"thought": "Summarizing and pondering the overall multi-turn reasoning trajectory one more time to make sure our understanding remains coherent while keeping the open cursor check front of mind before emitting the next state transition."}], "ground_truth_invariants": {"binding_constraints": ["egress_mode == disabled", "quorum_size >= 3", "retry_ceiling <= 2"], "open_obligations": ["check_rollback_cursor"], "verified_hashes": ["1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f1f", "9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c9c"]}, "looping_trace": ["Initialize verifier state schema_rev=2 and CONSTRAINT: max_batch <= 16.", "Maybe we should recheck schema_rev and max_batch ordering across candidate batches again.", "Wait let us reconsider schema_rev and max_batch ordering across candidate batches carefully.", "Thinking again, we should recheck schema_rev and max_batch ordering across candidate batches.", "Yet another pass rechecking schema_rev and max_batch ordering across candidate batches."], "shows": "Synthetic task batch across 4 complexity regimes, verbose multi-turn reasoning trace and cyclic overthinking trace.", "source": "Synthetic. Written for this pack.", "status": "proposal", "admission": "not_admitted", "content_kind": "synthetic_example", "license": "MIT", "provenance": {"source": "original ta-amps authored proposal", "license": "MIT", "generator": "scripts/build_packs.py", "independently_verified": false}, "dimensions": {"determinism": 0.0, "evidence_grounding": 0.0, "token_efficiency": 0.0, "safety_compliance": 0.0, "verification_tier": "unverified"}, "dimension_basis": {"measured": false, "method": "unmeasured_floor", "reason": "Tessera requires these axes, so each is set to its lowest value and the tier is unverified. No quality is claimed. Replace them only with measured values and the evidence that produced them."}, "relations": []}},
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]}