Claude
5f59c842fc
feat: 691 discoveries, 50 cross-domain correlations via per-node PPR
...
Expanded to 13 domains with 14 new data sources:
- Extreme exoplanets (ultra-short period), NOAA solar wind/sunspots,
ESO press releases, CERN Higgs, NASA Techport, SIMBAD pulsars,
TESS planet candidates, deep earthquakes (>300km), WHO global health,
SDSS galaxies, satellite fires, Mars weather
Pipeline improvements:
- Per-node ForwardPush PPR (eps=0.0001) instead of domain-seed
- 12-NN sparse graph for better cross-domain bridge detection
- De-duplicated correlations with seen-set
Top novel discoveries by sublinear solver:
- Space-science → Earth: solar activity correlates with deep earthquakes
- Materials-physics → Space-science: solar region AR14384 persistence
- Earth-science → Economics: crypto bear market + global growth slowdown
- Culture → Space-science: elevated solar activity + dense NEO approaches
https://claude.ai/code/session_01UWE22wnsZRSHKhT4h4Axby
2026-03-16 23:17:00 -04:00
Claude
7cc5f31585
feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery
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Three-stage pipeline (Extract → Transform → Load) using ruvector-solver:
- Extract: loads 460+ discoveries from 48 JSON data sources
- Transform: embeds into 64-dim vectors, builds 8-NN sparse graph,
runs ForwardPush PPR (sublinear O(1/ε), Andersen-Chung-Lang 2006)
- Load: outputs ranked cross-domain correlations + 12×12 domain matrix
New data sources from parallel explorer swarms:
- Humanities: Harvard Art, Library of Congress, Open Library, Nobel, Smithsonian
- Genetics/Env: ClinVar variants, GBIF endangered, EPA air, marine, satellite fires
- Tech/Infra: GitHub trending, Hacker News, SpaceX, ISS, crypto/forex markets
Novel discoveries found by PPR:
- Technology→Earth climate correlation (equatorial weather patterns)
- Technology→Space-science link (ultra-short period brown dwarf)
- Life-science→Academic (agentic AI + GPCR drug discovery bridge)
https://claude.ai/code/session_01UWE22wnsZRSHKhT4h4Axby
2026-03-16 23:17:00 -04:00
Claude
c5f2f2ceb7
feat: expand discovery swarm to 25+ domains with 200+ new entries
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New data sources: NASA APOD, GBIF biodiversity, Open-Meteo climate,
solar flares, USGS rivers, arXiv papers, NOAA ocean buoys, disease
tracking, air quality, 126 asteroid close approaches, NASA natural
events (wildfires), and cross-domain correlation engine.
Also adds train-discoveries crate for RuVector-based cross-domain
similarity search training pipeline.
https://claude.ai/code/session_01UWE22wnsZRSHKhT4h4Axby
2026-03-16 23:16:24 -04:00
