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ruvector/examples/data/discoveries
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Claude a4e9bcb34b feat: 10 exotic frontier discovery datasets — 233 entries across 10 domains 
New discovery files covering unexplored knowledge frontiers:
- Exotic AI architectures (25): Liquid NNs, KANs, Mamba, Neural ODEs, MoE
- Consciousness & cognition (20): IIT, GWT, Free Energy, Active Inference
- Quantum biology (20): photosynthesis coherence, enzyme tunneling, magnetoreception
- Convergent technologies (20): BCI, xenobots, molecular machines, DNA computing
- Dark frontiers (21): dark matter/energy, vacuum decay, Fermi paradox
- Xenolinguistics (15): SETI protocols, whale decoding, biosemiotics
- Post-scarcity economics (15): UBI, DAOs, degrowth, circular economy
- Biomimetic systems (15): slime mold computing, mycelial networks, neuromorphic
- Temporal physics (14): time crystals, CTCs, retrocausality, causal sets
- Metacognition & learning (18): MAML, self-play, DreamerV3, MuZero, RLHF

https://claude.ai/code/session_01UWE22wnsZRSHKhT4h4Axby
2026-03-16 23:21:01 -04:00
..
academic_discoveries.json feat: discovery data from 4 domains + trainer Dockerfile 2026-03-16 23:14:43 -04:00
brain_gaps.json feat: discover ↔ train feedback loop with live API discovery 2026-03-16 23:16:24 -04:00
cross_domain_correlations.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
earth_discoveries.json feat: discovery data from 4 domains + trainer Dockerfile 2026-03-16 23:14:43 -04:00
economics_discoveries.json feat: discovery data from 4 domains + trainer Dockerfile 2026-03-16 23:14:43 -04:00
live_academic_discoveries.json feat: discover ↔ train feedback loop with live API discovery 2026-03-16 23:16:24 -04:00
live_earth_discoveries.json feat: discover ↔ train feedback loop with live API discovery 2026-03-16 23:16:24 -04:00
live_economics_discoveries.json feat: discover ↔ train feedback loop with live API discovery 2026-03-16 23:16:24 -04:00
live_gap_discoveries.json feat: discover ↔ train feedback loop with live API discovery 2026-03-16 23:16:24 -04:00
live_space_discoveries.json feat: discover ↔ train feedback loop with live API discovery 2026-03-16 23:16:24 -04:00
pipeline_correlations.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
space_discoveries.json feat: discovery data from 4 domains + trainer Dockerfile 2026-03-16 23:14:43 -04:00
swarm_academic.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_airquality.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
swarm_apod.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
swarm_art.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_arxiv.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
swarm_asteroids.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
swarm_biodiversity.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
swarm_biomimetic_systems.json feat: 10 exotic frontier discovery datasets — 233 entries across 10 domains 2026-03-16 23:21:01 -04:00
swarm_books.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_cern.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_climate.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
swarm_cme.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_consciousness_cognition.json feat: 10 exotic frontier discovery datasets — 233 entries across 10 domains 2026-03-16 23:21:01 -04:00
swarm_convergent_technologies.json feat: 10 exotic frontier discovery datasets — 233 entries across 10 domains 2026-03-16 23:21:01 -04:00
swarm_crossref.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_dark_energy.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_dark_frontiers.json feat: 10 exotic frontier discovery datasets — 233 entries across 10 domains 2026-03-16 23:21:01 -04:00
swarm_deep_earthquakes.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_disease.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
swarm_earthquakes.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_economics.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_endangered.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_epa_air.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_eso.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_exoplanets.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_exotic_ai_architectures.json feat: 10 exotic frontier discovery datasets — 233 entries across 10 domains 2026-03-16 23:21:01 -04:00
swarm_extreme_exoplanets.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_flares.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
swarm_galaxies.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_genetic_variants.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_genomics.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_geopolitics_correlations.json feat: cross-domain geopolitical correlations and swarm manifest from 15-agent exploration 2026-03-16 23:17:01 -04:00
swarm_geostorm.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_github_trending.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_global_fires.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_global_health.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_gw.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_hackernews.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_ips.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_iss.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_library_congress.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_manifest.json feat: cross-domain geopolitical correlations and swarm manifest from 15-agent exploration 2026-03-16 23:17:01 -04:00
swarm_marine.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_markets.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_mars.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
swarm_mars_weather.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_materials.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_medical.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_metacognition_learning.json feat: 10 exotic frontier discovery datasets — 233 entries across 10 domains 2026-03-16 23:21:01 -04:00
swarm_mideast_actors_interests.json feat: Middle East causal analysis — 37-layer model, 63-node network, 25-actor DIME 2026-03-16 23:21:01 -04:00
swarm_mideast_causal_layers.json feat: Middle East causal analysis — 37-layer model, 63-node network, 25-actor DIME 2026-03-16 23:21:01 -04:00
swarm_mideast_causal_network.json feat: Middle East causal analysis — 37-layer model, 63-node network, 25-actor DIME 2026-03-16 23:21:01 -04:00
swarm_nasa_tech.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_natural_events.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
swarm_neos.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_nobel.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_ocean.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
swarm_physics.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_post_scarcity_economics.json feat: 10 exotic frontier discovery datasets — 233 entries across 10 domains 2026-03-16 23:21:01 -04:00
swarm_proteins.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_pulsars.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_quantum_biology.json feat: 10 exotic frontier discovery datasets — 233 entries across 10 domains 2026-03-16 23:21:01 -04:00
swarm_rivers.json feat: expand discovery swarm to 25+ domains with 200+ new entries 2026-03-16 23:16:24 -04:00
swarm_satellite_fires.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_sep.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_smithsonian.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_solar.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_solar_wind.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_spacex.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_sunspot.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_tech_incidents.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_temporal_physics.json feat: 10 exotic frontier discovery datasets — 233 entries across 10 domains 2026-03-16 23:21:01 -04:00
swarm_tess_candidates.json feat: 691 discoveries, 50 cross-domain correlations via per-node PPR 2026-03-16 23:17:00 -04:00
swarm_volcanoes.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_wiki.json feat: 15-agent concurrent discovery swarm with 12 new data sources 2026-03-16 23:16:24 -04:00
swarm_wikipedia.json feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery 2026-03-16 23:17:00 -04:00
swarm_xenolinguistics_semiotics.json feat: 10 exotic frontier discovery datasets — 233 entries across 10 domains 2026-03-16 23:21:01 -04:00