Welcome to Predator — research, HTB demos, and feedback

[AetherAI3]

Predator's public showcase brings together AI security research, software repair studies, hybrid quantum optimization, and authorized Hack The Box training records. The CLI and operator engines are private; this space is for questions and feedback about the published work.

Start here:

• Project overview — what Predator does and how the research loop works.
• Docs and public evidence — result pages, source data, and research limits.
• All HTB modules and replays — Satellite, AI/ML, Academy, and machine records.

The track record is 9/9 Satellite labs completed, 1/17 AI/ML labs HTB-accepted, and 12/12 sections completed in Academy's Nmap module. The collection also includes BlockSynergy and Ghostlink machine records. Each guide explains acceptance evidence, model/operator roles, and whether the media is an assembled replay or a recorded pwnbox capture.

What would make the showcase easier to understand? Share a question about a study, suggest a clearer explanation, or tell us which public demo you would like to see next. Specific documentation corrections can go through issues or the contributing guide.

Please follow the community guidelines. Sensitive security or privacy concerns belong in the reporting route described in SECURITY.md.

Track status as recorded October 5, 2026. Quantum advantage remains a research objective, not an established result.