APOCALYPSE

APOCALYPSE goes live — daily Global Apocalypse Index now public

· by Prof. Dr. Stelios Bekiros

APOCALYPSEGlobal Apocalypse IndexGAItail risksystemic risklaunch

After a long quiet build, APOCALYPSE is now public. The mission terminal at apocalypse-index.org/terminal/ publishes a daily readout of the Global Apocalypse Index (GAI) alongside two transparency channels — GAI-x (human-driven) and GAI-y (cosmic-driven) — every day, with a documented training and gating cycle behind every promotion to canonical.

What's live today

What APOCALYPSE is not

It is not a financial advisory product. It does not recommend trades, positions, or hedges. It is a nowcast of systemic-tail-risk conditions published as a public research artifact, in the same spirit as a weather advisory: a number, a zone, a date, and a method-of-construction summary sufficient to evaluate the call after the fact.

It is also not a black box pretending to be transparent. Every published readout carries a run identifier; the provenance page shows exactly which inputs contributed and how the gating discipline accepted or rejected the candidate that day.

The training-and-gating discipline

Each day the system trains a candidate from scratch on the most recent validation window. The candidate is then evaluated against the previous canonical on a held-out slice. Promotion requires the candidate to clear four pre-registered gates — discrimination, calibration, false-alarm rate, and an anti-regression floor. If it fails, the previous canonical is retained, and the new candidate is logged for diagnostics. Nothing is published that hasn't been measured against what it would replace.

The gating logic, the four gates, and the calibration test are documented in whitepaper_public_v1_0_2.pdf. Specific weights, the agent architecture, and the cosmic-channel ingestion pipeline are reserved for the technical paper, which will be released after the corresponding patent grant.

Why this exists

Most systemic-risk indices are released slowly, with quarterly cadence and significant revisions. APOCALYPSE was designed for the opposite regime: daily, with a fixed publishing time, no silent revisions, and a public provenance trail that survives the lifetime of the call. The goal is to make it as hard as possible for anyone — including the author — to retroactively adjust the story.

What to read next

Patent and IP

APOCALYPSE™ is published by the APOCALYPSE Research Foundation under Patent Pending IE PTIE20260000000318. The public artifacts disclosed on this site — values, zones, dates, and the gating discipline summary — are intentionally limited to what is already covered in the public white paper. The full technical paper, with architectural and mathematical detail, will follow the patent grant.


Subscribe to the RSS feed for future posts. Comments are not enabled; for inquiries, see Contact.


← All posts