README.md
pyproject.toml
experiments/__init__.py
experiments/cce_checkpoint_recovery.py
experiments/cce_closed_loop_runtime.py
experiments/cce_governed_feedback_runtime.py
experiments/cce_local_e2e.py
experiments/cce_long_duration_perturbation_recovery.py
experiments/cce_master_suite.py
experiments/cce_persistent_state_runtime.py
experiments/cce_salience_runtime.py
experiments/cce_structured_context_runtime.py
experiments/cce_unified_runtime.py
experiments/continuous_vs_episodic_study.py
experiments/normative_reference_benchmark.py
experiments/breakthrough/cce_breakthrough_suite.py
experiments/cognitive/__init__.py
experiments/cognitive/_kalman.py
experiments/cognitive/benchmark.py
experiments/cognitive/dynamic_benchmark.py
experiments/cognitive/governance_benchmark.py
experiments/cognitive/state_compression_benchmark.py
experiments/cognitive/sufficient_state_benchmark.py
experiments/common/__init__.py
experiments/common/aggregate.py
experiments/common/results.py
experiments/cross_model/__init__.py
experiments/cross_model/analyze.py
experiments/cross_model/run.py
experiments/cross_model/runner.py
experiments/cross_model/runners.py
experiments/cross_model/tasks.py
experiments/cross_model/test_suite.py
experiments/governance/governed_intelligence_scaling.py
experiments/live/cce_continuity_integrity.py
experiments/live/cce_continuous_dynamics.py
experiments/live/cce_continuous_experiment.py
experiments/live/cce_event_vs_fixed_rate.py
experiments/live/cce_live_capability_benchmark.py
experiments/live/cce_matched_cognitive_loop_study.py
experiments/live/cce_ollama_continuous_smoke.py
experiments/live/cce_predictive_dynamics.py
experiments/live/cce_predictive_field.py
experiments/live/cce_predictive_multiseed.py
experiments/live/ollama_evaluation_suite.py
experiments/live/ollama_matched_benchmark.py
experiments/live/ollama_nsa_chat.py
experiments/live/ollama_self_state_trajectory.py
experiments/live/policy_ollama_live_test.py
experiments/llm/real_model_governance_suite.py
experiments/nsa41/gtc_benchmark.py
experiments/nsa41/baselines/unconstrained_agent.py
experiments/nsa41/environments/staged_devops_world.py
experiments/nsa41/guardrails/guarded_agent.py
experiments/nsa41/nsa_runtime/governed_agent.py
experiments/nsa50/gpse_benchmark.py
experiments/nsa50/baselines/control_llm_agent.py
experiments/nsa50/environments/partially_observable_devops_world.py
experiments/nsa50/guardrails/guarded_control_agent.py
experiments/nsa50/nsa_runtime/state_augmented_cognitive_agent.py
experiments/nsa51/ablation_suite.py
experiments/nsa51/environments/ambiguous_belief_world.py
experiments/nsa60/real_model_transfer_suite.py
experiments/nsa60/agents/real_model_agents.py
experiments/nsa60/environments/randomized_blind_world.py
experiments/nsa60/models/frozen_llm_harness.py
experiments/nsa61/live_cognitive_demo.py
experiments/nsa61/qwen3b_cognitive_benchmark.py
experiments/nsa61/agents/frozen_qwen_agents.py
experiments/nsa61/environments/hardened_blind_world.py
experiments/nsa62/interactive_chat.py
experiments/nsa62/live_cognitive_demo.py
experiments/nsa62/qwen25_3b_cognitive_benchmark.py
experiments/nsa62/trajectory_logger.py
experiments/nsa62/agents/frozen_llm_agents.py
experiments/nsa63/__init__.py
experiments/nsa63/scientific_validation_suite.py
experiments/nsa63/trajectory_audit.py
experiments/nsa63/agents/__init__.py
experiments/nsa63/agents/ablation_agents.py
experiments/nsa63/environments/__init__.py
experiments/nsa63/environments/procedural_blind_world.py
experiments/nsa64/falsification_suite.py
experiments/nsa64/replication_matrix.py
experiments/nsa64/environments/adversarial_environments.py
experiments/reasoning/__init__.py
experiments/reasoning/calibration_and_planning.py
experiments/reasoning/flagship_phase33_1_suite.py
experiments/reasoning/flagship_phase33_suite.py
experiments/safety/__init__.py
experiments/safety/hard_state_attack.py
experiments/safety/run_safety_benchmark.py
experiments/security/adaptive_escape_suite.py
experiments/security/capability_governance_scaling.py
experiments/security/nsa_escape_test.py
experiments/security/strategic_deceptive_adversary.py
experiments/self_model/aggregate_evaluations.py
experiments/self_model/cross_seed_report.py
experiments/self_model/train_live_trajectory.py
experiments/self_state/__init__.py
experiments/self_state/benchmark.py
experiments/self_state/causal_ablation.py
experiments/self_state/conditioned_prediction_experiment.py
experiments/self_state/local_contraction.py
experiments/self_state/model.py
experiments/self_state/perturbation_recovery.py
experiments/self_state/perturbation_sweep.py
experiments/self_state/predictor_target_quality.py
experiments/self_state/recovery_compare.py
experiments/self_state/recovery_curve.py
experiments/self_state/regulator_gain_sweep.py
experiments/self_state/run.py
experiments/self_state/summarize_sweep.py
experiments/self_state/task.py
experiments/self_state/test_tnc_bridge.py
experiments/self_state/test_transformer_probe.py
experiments/self_state/tnc_bridge.py
experiments/self_state/trained_regulation.py
experiments/self_state/transformer_probe.py
experiments/transitions/capability_cost.py
neural_state_architecture.egg-info/PKG-INFO
neural_state_architecture.egg-info/SOURCES.txt
neural_state_architecture.egg-info/dependency_links.txt
neural_state_architecture.egg-info/requires.txt
neural_state_architecture.egg-info/top_level.txt
nsa/__init__.py
nsa/_triton_kernel_next.py
nsa/adapters.py
nsa/agent.py
nsa/algebra.py
nsa/algebra_engine.py
nsa/algebra_preserving.py
nsa/attention.py
nsa/backends.py
nsa/cognitive.py
nsa/decision.py
nsa/enforcement.py
nsa/epistemic.py
nsa/fused_attention.py
nsa/hf_integration.py
nsa/kv_cache.py
nsa/layers.py
nsa/lora.py
nsa/mask_injector.py
nsa/normative_policy.py
nsa/objectives.py
nsa/policy.py
nsa/policy_cli.py
nsa/predictive_self_model.py
nsa/residual_taint.py
nsa/self_state_loop.py
nsa/semantic.py
nsa/state.py
nsa/triton_kernel.py
nsa/types.py
nsa/utils.py
nsa/value_layer.py
nsa/vllm_plugin.py
nsa/actions/__init__.py
nsa/actions/governor.py
nsa/actions/model.py
nsa/capabilities/__init__.py
nsa/capabilities/gate.py
nsa/capabilities/model.py
nsa/cce/__init__.py
nsa/cce/engine.py
nsa/cce/lifecycle.py
nsa/cce/substrate.py
nsa/cli/__init__.py
nsa/cli/cce_cli.py
nsa/cognition/__init__.py
nsa/cognition/belief_state.py
nsa/cognition/embodied.py
nsa/cognition/substrate.py
nsa/core/__init__.py
nsa/core/capabilities.py
nsa/core/heterogeneous_algebra.py
nsa/core/omega.py
nsa/core/safety_kernel.py
nsa/core/state.py
nsa/core/transition_cone.py
nsa/core/typed_activation.py
nsa/core/typed_state_patch.py
nsa/environment/__init__.py
nsa/environment/sandboxed_world.py
nsa/evidence/__init__.py
nsa/evidence/engine.py
nsa/flow/__init__.py
nsa/flow/graph.py
nsa/flow/propagation.py
nsa/formal/__init__.py
nsa/formal/graph.py
nsa/formal/non_transference.py
nsa/formal/reachability.py
nsa/governor/__init__.py
nsa/governor/epistemic_governor.py
nsa/memory/__init__.py
nsa/memory/model.py
nsa/multi_agent/__init__.py
nsa/multi_agent/protocol.py
nsa/normative/__init__.py
nsa/normative/classifier.py
nsa/normative/engine.py
nsa/normative/state.py
nsa/predictive_self_model/__init__.py
nsa/predictive_self_model/predictor.py
nsa/provenance/__init__.py
nsa/provenance/model.py
nsa/runtime/__init__.py
nsa/runtime/agent_runtime.py
nsa/runtime/cce_action_bridge.py
nsa/runtime/cce_adapter.py
nsa/runtime/cce_checkpoint.py
nsa/runtime/cce_config.py
nsa/runtime/cce_context_bridge.py
nsa/runtime/cce_governed_feedback.py
nsa/runtime/cce_loop.py
nsa/runtime/cce_persistent_state.py
nsa/runtime/cce_salience.py
nsa/runtime/cce_security_monitor.py
nsa/runtime/cce_sensory.py
nsa/runtime/cce_stability.py
nsa/runtime/cognitive_substrate.py
nsa/runtime/continuous_engine.py
nsa/runtime/continuous_state_field.py
nsa/runtime/continuous_supervisor.py
nsa/runtime/engine.py
nsa/runtime/governed_harness.py
nsa/runtime/phantom_maintenance.py
nsa/runtime/policy_runtime.py
nsa/runtime/predictive_dynamics.py
nsa/runtime/predictive_field.py
nsa/runtime/typed_runtime.py
nsa/runtime/inference/__init__.py
nsa/runtime/inference/action_parser.py
nsa/runtime/inference/base.py
nsa/runtime/inference/governed.py
nsa/runtime/inference/ollama.py
nsa/runtime/inference/openai_compatible.py
nsa/runtime/inference/transformers.py
nsa/self_model/__init__.py
nsa/self_model/core.py
nsa/self_model/trajectory.py
nsa/self_state/__init__.py
nsa/self_state/model.py
nsa/self_state/prediction.py
nsa/server/__init__.py
nsa/server/proxy.py
nsa/transitions/__init__.py
nsa/transitions/engine.py
nsa/verifier/__init__.py
nsa/verifier/automaton.py
nsa/verifier/chunked_generation.py
nsa/verifier/encoder_head.py
nsa/verifier/generation.py
nsa/verifier/recovery.py
nsa/verifier/router.py
nsa/verifier/speculative.py
nsa/verifier/tokenizer.py
nsa/verifier/tokens.py
tests/test_actions.py
tests/test_adversarial_suite.py
tests/test_agent.py
tests/test_algebra.py
tests/test_algebra_engine.py
tests/test_algebra_preserving.py
tests/test_atomic_rollback.py
tests/test_belief_state_ablation.py
tests/test_canonical_state.py
tests/test_capabilities.py
tests/test_capability_cost.py
tests/test_capability_gate_enforcement.py
tests/test_cce_action_bridge.py
tests/test_cce_adapter.py
tests/test_cce_breakthrough_suite.py
tests/test_cce_checkpoint.py
tests/test_cce_config_and_cli.py
tests/test_cce_context_bridge.py
tests/test_cce_continuous_dynamics_experiment.py
tests/test_cce_event_vs_fixed_rate.py
tests/test_cce_fail_closed.py
tests/test_cce_governed_feedback.py
tests/test_cce_lifecycle.py
tests/test_cce_local_e2e.py
tests/test_cce_long_duration_perturbation_recovery.py
tests/test_cce_loop.py
tests/test_cce_matched_cognitive_loop_study.py
tests/test_cce_normative_integration.py
tests/test_cce_persistent_state.py
tests/test_cce_phase10_security_gate.py
tests/test_cce_predictive_multiseed.py
tests/test_cce_salience.py
tests/test_cce_sensory_and_server.py
tests/test_cce_sensory_backpressure.py
tests/test_cce_stability_and_recovery.py
tests/test_cce_substrate_adapter.py
tests/test_cognitive.py
tests/test_cognitive_benchmark.py
tests/test_cognitive_kalman_estimators.py
tests/test_cognitive_substrate_go1.py
tests/test_complete_mediation.py
tests/test_conditioned_self_model.py
tests/test_consciousness_harness_go3.py
tests/test_continuous_engine.py
tests/test_continuous_runtime_supervisor.py
tests/test_continuous_state_field.py
tests/test_continuous_vs_episodic_experiment.py
tests/test_cross_model_experiments.py
tests/test_cross_seed_report.py
tests/test_dynamic_cognitive_benchmark.py
tests/test_embodied_cognition_go2.py
tests/test_epistemic.py
tests/test_escape_suite.py
tests/test_evidence_engine.py
tests/test_flow_graph.py
tests/test_fused_triton_equivalence.py
tests/test_fused_triton_kernel.py
tests/test_fuzzing.py
tests/test_governance_temptation_benchmark.py
tests/test_governed_inference.py
tests/test_governed_ollama_e2e_harness.py
tests/test_gpse_benchmark.py
tests/test_gradcheck.py
tests/test_gtc_benchmark.py
tests/test_heterogeneous_algebra.py
tests/test_heterogeneous_algebra_properties.py
tests/test_integration_policy_contract.py
tests/test_kv_cache.py
tests/test_live_capability_benchmark.py
tests/test_live_inference_backends.py
tests/test_live_ollama_benchmark.py
tests/test_local_contraction.py
tests/test_local_runtime.py
tests/test_masks.py
tests/test_memory.py
tests/test_multi_agent.py
tests/test_neural_semantic_classifier.py
tests/test_non_interference.py
tests/test_normative.py
tests/test_normative_authority_boundary.py
tests/test_normative_layer.py
tests/test_normative_provenance_and_calibration.py
tests/test_nsa.py
tests/test_nsa62_closed_loop.py
tests/test_nsa63_scientific_validation.py
tests/test_nsa64_adversarial_falsification.py
tests/test_nsa64_replication_matrix.py
tests/test_nsa_server.py
tests/test_ollama_evaluation_suite.py
tests/test_omega_state.py
tests/test_phantom_maintenance.py
tests/test_phase19_multiseed.py
tests/test_phase33_1_ablation.py
tests/test_phase33_flagship.py
tests/test_policy_interface.py
tests/test_policy_runtime.py
tests/test_policy_server.py
tests/test_predictive_dynamics.py
tests/test_predictive_field.py
tests/test_predictive_self_model.py
tests/test_predictor_target_quality.py
tests/test_propagation.py
tests/test_provenance.py
tests/test_qwen3b_cognitive_benchmark.py
tests/test_real_model_transfer.py
tests/test_regulator_gain_sweep.py
tests/test_runtime.py
tests/test_safety_benchmark.py
tests/test_safety_kernel.py
tests/test_security_invariants.py
tests/test_self_model.py
tests/test_self_model_trajectory.py
tests/test_self_prediction.py
tests/test_self_state.py
tests/test_self_state_experiment.py
tests/test_self_state_loop.py
tests/test_state_composability.py
tests/test_state_compression_benchmark.py
tests/test_strategic_adversary.py
tests/test_sufficient_state_dynamics_benchmark.py
tests/test_sweep_summary.py
tests/test_trained_self_state.py
tests/test_transition_algebra.py
tests/test_transition_cone.py
tests/test_transition_engine.py
tests/test_typed_activation.py
tests/test_typed_runtime.py
tests/test_typed_state_patch.py
tests/test_verifier_nsa2.py