# ARGUS-ORACLE

- **Event:** [National Security Hackathon (by Army xTech)](https://cerebralvalley.ai/e/3rd-annual-natsec-hackathon)
- **When:** May 2 at 9:00 AM – May 3 at 4:00 PM (PDT)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Kush Ise](https://cerebralvalley.ai/u/KUSH2704)
- **GitHub:** https://github.com/Kush614/oracle-natsec-hackathon
- **Demo video:** https://www.loom.com/share/fdd4587794bd4a56afce6051f57c739b
- **Gallery:** https://cerebralvalley.ai/e/3rd-annual-natsec-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/3rd-annual-natsec-hackathon/hackathon/gallery/101

ORACLE — Objective Reasoning And Cognitive Liability Engine — is an intelligence failure prevention platform that
  attaches one detector to each of the five recurring cognitive failure modes behind every modern intelligence
  catastrophe (9/11, Iraq WMD, Afghanistan 2021, October 7, Teixeira/Rahman). Six integrated modules — PHANTOM
  (5-dimension AIS vessel threat scoring), CASSANDRA (immutable warning ledger with 48-hour timer and Claude-graded
  convergence detection), DEAD STAR (Bayesian assumption decay that blocks operational decisions when red), TELEPHONE
  (brief-vs-source distortion auditor), ORACLE Core (Brier-ranked analyst leaderboard with cognitive bias fingerprint
  and internal prediction market), and VISION (live image/video/satellite analysis via TF.js + Qwen3-VL) — ride on a
  Palantir Foundry AIP-native ontology with 7 Object Types, 10 Link Types, and 8 typed Action Types, every mutation
  audit-logged. Reasoning runs on Claude Opus 4.7 with adaptive thinking; data flows from 36 free open-source feeds
  (aisstream.io, GDELT, ACLED, OFAC SDN, NOAA GOES-16, NASA Worldview, Polymarket, OpenSky, USGS, Cloudflare Radar,
  etc.) at $0/month operating cost. The hero proof: today, with a real Anthropic key, ORACLE's TELEPHONE module scored
  the actual 2003 DIA→Powell Iraq WMD pair at 92/100 distortion and blocked delivery — citing the State and DOE dissents
   and the Curveball source-validation chain that the IC missed in real time.

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Markdown version of https://cerebralvalley.ai/e/3rd-annual-natsec-hackathon/hackathon/gallery/101. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt