Datasets:
Formats:
json
Languages:
English
Size:
< 1K
Tags:
artificial-intelligence
recursive-self-improvement
continual-learning
representation-learning
world-models
cognitive-architecture
Download docs/CLAIMS.json from PureOne/FNE-AXIOMESH: direct link, hf CLI and curl.
- Browser
- Download file 7.1 kB
-
https://huggingface.co/datasets/PureOne/FNE-AXIOMESH/resolve/main/docs/CLAIMS.json
- Command line
-
hf download hf://datasets/PureOne/FNE-AXIOMESH/docs/CLAIMS.json
-
curl -L -o CLAIMS.json https://huggingface.co/datasets/PureOne/FNE-AXIOMESH/resolve/main/docs/CLAIMS.json
7.1 kB
| { | |
| "format": "axiomesh-claims-v1", | |
| "date": "2026-10-07", | |
| "core_version": "0.2.0", | |
| "review_status": { | |
| "independent_human_peer_review": false, | |
| "formal_proof_assistant_certification": false, | |
| "automated_checks": "see results/agent_expert_qa.json" | |
| }, | |
| "important_negative_result": "Strong conventional finite learner ties principal prediction benchmark.", | |
| "novelty_probabilities": "No calibrated world-first or new-RSI-class probability is supplied.", | |
| "claims": [ | |
| { | |
| "id": "C01", | |
| "title": "Finite operational closure and frozen compilation", | |
| "status": "proved_in_manuscript_and_tested", | |
| "novelty_boundary": "Established behavioral-equivalence and linear-observability foundations", | |
| "assumptions": "Declared finite query/action matrices", | |
| "manuscript": "thm:compile", | |
| "implementation": [ | |
| "close_operators", | |
| "Closure.compile" | |
| ], | |
| "tests": [ | |
| "test_closure_exact_and_frozen", | |
| "test_random_closure" | |
| ] | |
| }, | |
| { | |
| "id": "C02", | |
| "title": "Capability growth can invalidate old memory sufficiency", | |
| "status": "derived_and_tested", | |
| "novelty_boundary": "Candidate architectural use; principle follows from refined behavioral equivalence", | |
| "assumptions": "New declared actions with trusted memory", | |
| "manuscript": "Why present recall is not future recall", | |
| "implementation": [ | |
| "hole_certificate", | |
| "Memory.recall" | |
| ], | |
| "tests": [ | |
| "test_static_recovery_is_not_future_recovery", | |
| "test_capability_growth_exposes_a_real_program_witness" | |
| ] | |
| }, | |
| { | |
| "id": "C03", | |
| "title": "Query-relative exact identifiability", | |
| "status": "proved_in_manuscript_and_tested", | |
| "novelty_boundary": "Known linear algebra / functional observability", | |
| "assumptions": "Consistent trusted linear observations over a prime field", | |
| "manuscript": "thm:recall", | |
| "implementation": [ | |
| "Memory.recall" | |
| ], | |
| "tests": [ | |
| "test_inconsistent_memory_rejected", | |
| "test_partial_execution" | |
| ] | |
| }, | |
| { | |
| "id": "C04", | |
| "title": "Minimum additional scalar acquisition rank", | |
| "status": "proved_in_manuscript_and_tested", | |
| "novelty_boundary": "Known rank supplement; coupled architectural application", | |
| "assumptions": "Unrestricted attainable scalar linear observations", | |
| "manuscript": "thm:debt", | |
| "implementation": [ | |
| "Memory.supplement", | |
| "Memory.acquire" | |
| ], | |
| "tests": [ | |
| "test_acquisition_lower_bound_and_transaction" | |
| ] | |
| }, | |
| { | |
| "id": "C05", | |
| "title": "Minimal additional ancestral tether", | |
| "status": "proved_in_manuscript_and_tested", | |
| "novelty_boundary": "Known complement dimensions applied to a lineage contract", | |
| "assumptions": "Child row spaces lie within parent relevant space; count field symbols", | |
| "manuscript": "thm:tether", | |
| "implementation": [ | |
| "split_with_tether" | |
| ], | |
| "tests": [ | |
| "test_minimal_fractal_tether" | |
| ] | |
| }, | |
| { | |
| "id": "C06", | |
| "title": "Recursive reconstruction without internal parent seeds", | |
| "status": "proved_in_manuscript_and_tested", | |
| "novelty_boundary": "Recursive application of stated finite complement contract", | |
| "assumptions": "Required leaf/tether data and transformation metadata survive", | |
| "manuscript": "thm:recursive", | |
| "implementation": [ | |
| "fractalize", | |
| "regenerate_tree" | |
| ], | |
| "tests": [ | |
| "test_recursive_fracture" | |
| ] | |
| }, | |
| { | |
| "id": "C07", | |
| "title": "Known-erasure regenerative seed", | |
| "status": "tested", | |
| "novelty_boundary": "Classical polynomial erasure coding", | |
| "assumptions": "Known erasures; no general metadata or consistent-corruption authentication", | |
| "manuscript": "Fractal checkpoints and lower bounds", | |
| "implementation": [ | |
| "Capsule.recover", | |
| "Capsule.correct" | |
| ], | |
| "tests": [ | |
| "test_all_erasures_within_radius", | |
| "test_one_corruption_bounded_distance" | |
| ] | |
| }, | |
| { | |
| "id": "C08", | |
| "title": "Held-out predictions inside the supplied learned algebraic family", | |
| "status": "tested_with_strong_baseline_tie", | |
| "novelty_boundary": "No new autonomous family-discovery claim", | |
| "assumptions": "Supplied alternating-interaction family; 10,000 aggregate words", | |
| "manuscript": "Learned world-model to regenerated offspring", | |
| "implementation": [ | |
| "esre_v01.py", | |
| "run_experiments.py" | |
| ], | |
| "tests": [] | |
| }, | |
| { | |
| "id": "C09", | |
| "title": "Complementary operator bundles defeat individual greedy selection", | |
| "status": "constructed_and_tested", | |
| "novelty_boundary": "Established non-submodular complementarity in this constructed setting", | |
| "assumptions": "Live operator budget matched; total selection compute is not matched", | |
| "manuscript": "Why individual branch novelty can fail", | |
| "implementation": [ | |
| "emergence_rank", | |
| "run_experiments.py" | |
| ], | |
| "tests": [ | |
| "test_emergence_requires_mixed_words" | |
| ] | |
| }, | |
| { | |
| "id": "C10", | |
| "title": "CQW defines a distinct new RSI research class", | |
| "status": "unverified", | |
| "novelty_boundary": "Exact combined operational contract is candidate novelty", | |
| "assumptions": "Needs overlap analysis and shared-tool empirical separation", | |
| "manuscript": "Surviving candidate", | |
| "implementation": [ | |
| "weave" | |
| ], | |
| "tests": [] | |
| }, | |
| { | |
| "id": "C11", | |
| "title": "Trained neural AXIOMESH implementation", | |
| "status": "not_implemented", | |
| "novelty_boundary": "Unassessed", | |
| "assumptions": "Blueprint only", | |
| "manuscript": "Approximate and native neural versions", | |
| "implementation": [], | |
| "tests": [] | |
| }, | |
| { | |
| "id": "C12", | |
| "title": "Sustained intelligence multiplication / recursive acceleration", | |
| "status": "not_demonstrated", | |
| "novelty_boundary": "Unassessed", | |
| "assumptions": "Requires equal-resource gains in next-discovery productivity", | |
| "manuscript": "Intelligence multiplication: a falsifiable hypothesis", | |
| "implementation": [], | |
| "tests": [] | |
| }, | |
| { | |
| "id": "C13", | |
| "title": "Data-only AI-agent adapter", | |
| "status": "implemented_and_tested", | |
| "novelty_boundary": "Distribution interface; no new scientific advantage claimed", | |
| "assumptions": "Small bounded inputs; no evidence oracle or model call", | |
| "manuscript": "docs/AGENT_SUPPORT.md", | |
| "implementation": [ | |
| "agent_interface.py" | |
| ], | |
| "tests": [ | |
| "test_explicit_observation_permits_compilation_and_fresh_recovery", | |
| "test_not_enough_surviving_shares_abstains" | |
| ] | |
| } | |
| ], | |
| "aggregate_evidence": { | |
| "source": "results/replication_summary.json", | |
| "seeds_are_rng_labels": true, | |
| "independent_neural_runs": 0 | |
| }, | |
| "next_decisive_test": "docs/EVALUATION_PROTOCOL.md" | |
| } | |