Bioschock30

TL; DR. The actual problems with LLMs stem from their design structure rather than their input strings. The research shows that pipelines leak trust at every stage from text normalization to decoding and planning and memory and tools and caches which allow interpretations to become permissions. The measurement process depends...

Epistemic status. Medium confidence. Evidence from text only experiments under provider default settings. Results are mechanism level and time or config dependent. Disclosure. Light assistance from an AI writing tool. All claims and errors are mine. TL;DR. The work studies trust between stages in LLM and agent pipelines. If intermediate...