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Your AI Agent Is Not Your Employee. It Is Your Blast Radius.

On October 1, a personal finance agent sent a bank audit to the wrong Slack channel. The message landed in his company's "Exec-team" room, alongside a list of his largest monthly expenses: a barn he…

  • Financial assistant sent bank statement to wrong Slack channel
  • CEO configured agent with read-only access to personal bank account
  • Agents shared same underlying connections, not genuine architectural boundary

LLM-Qualia-Benchmark: Analyzing the Limits of LLMs in Qualia and Epistemology

Introduction & Context (The Problem & Motivation) Presentation There are problems that are easy for a machine to solve and extremely complex for a human being; likewise, there are trivial tasks for a…

  • LLM-Qualia-Benchmark study investigates LLMs' limits in qualia and epistemology
  • Two LLMs, openai/gpt-oss-120b and qwen/qwen3.8-27b, tested in benchmark
  • Benchmark assesses models' perception, sensation, and qualitative experience

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