AI Safety + Alignment Scanners
Collection
Live prompt-injection and jailbreak detection (Sentra) and PAC-Bayes AGI trajectory forecasts. All scan results emit DSSE-signed receipts. • 4 items • Updated
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agi-forecast — FG-01..FG-12 AI Safety Forecasting Gauges
Source mirror of github.com/szl-holdings/agi-forecast. Forecasting models and scenario libraries for AI governance trajectories, grounded in PAC-Bayes stability bounds and Bekenstein information limits.
| Signal | Value |
|---|---|
| Forecast gauges | FG-01 through FG-12 |
| Scenarios | FG-S1 → FG-S4 |
| Grounding | PAC-Bayes + Bekenstein |
| Benchmark | Putnam 2026-05-27 |
| License | Apache-2.0 |
Cross-links
- Live viewer: SZLHOLDINGS/agi-forecast-viewer
- Platform: SZLHOLDINGS/agi-forecast-platform
- Source: github.com/szl-holdings/agi-forecast
Citation (BibTeX)
@misc{lutar2026ouroboros,
title = {Ouroboros: Formal Verification of Agentic AI Governance — v18.0},
author = {Lutar, Stephen P.},
year = {2026},
doi = {10.5281/zenodo.20434276},
url = {https://doi.org/10.5281/zenodo.20434276}
}
Contact
Stephen P. Lutar · stephen@szlholdings.com
github.com/szl-holdings · huggingface.co/SZLHOLDINGS
Doctrine v6 strict — no marketing superlatives — every claim verifiable.
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