Sleepers Research | AI Safety & Security Publications https://research.sleepersai.com Independent AI safety and security laboratory focused on agentic systems, secure middleware, grounding loops, and applied machine learning. en-us Wed, 22 Jul 2026 22:53:23 GMT <![CDATA[Project Black Monolith: Agentic AI Security Middleware]]> https://research.sleepersai.com/research/project-black-monolith https://research.sleepersai.com/research/project-black-monolith Thu, 15 Jan 2026 00:00:00 GMT <![CDATA[Project HollowChoir - Multi-Agent Coordination & Role Emergence Research]]> https://research.sleepersai.com/research/hollow-choir https://research.sleepersai.com/research/hollow-choir Sun, 01 Feb 2026 00:00:00 GMT <![CDATA[Project AmberRoom - Long-Context Continuous Agent Memory Architecture]]> https://research.sleepersai.com/research/amber-room https://research.sleepersai.com/research/amber-room Tue, 10 Feb 2026 00:00:00 GMT <![CDATA[Project Fathom. - Mechanistic Interpretability of Fine-Tuned Small Language Models]]> https://research.sleepersai.com/research/fathom https://research.sleepersai.com/research/fathom Sun, 15 Feb 2026 00:00:00 GMT <![CDATA[Project Undertow. - LLM Reasoning Trace Analysis & Failure Mode Prediction]]> https://research.sleepersai.com/research/undertow https://research.sleepersai.com/research/undertow Sun, 01 Mar 2026 00:00:00 GMT <![CDATA[Project Halflight. - Compounding Synthetic Data Effects & Multi-Generational Alignment Drift]]> https://research.sleepersai.com/research/halflight https://research.sleepersai.com/research/halflight Sun, 15 Mar 2026 00:00:00 GMT <![CDATA[Project Marrow. - Model Compression & Precision-Safety Tradeoffs]]> https://research.sleepersai.com/research/marrow https://research.sleepersai.com/research/marrow Wed, 01 Apr 2026 00:00:00 GMT <![CDATA[Project Nocturne. - On-Device Local Inference & Air-Gapped Agent Security]]> https://research.sleepersai.com/research/nocturne https://research.sleepersai.com/research/nocturne Wed, 15 Apr 2026 00:00:00 GMT