The Mathematical Limits of AI Safety
Two papers suggest that external guardrails cannot provide airtight AI safety, forcing a harder look at the mathematics of control.
Safety
6posts
OpenAI’s New Muzzle: When “Safety” Means Gatekeeping Knowledge
OpenAI's policy restrictions are challenged as safety theater when useful knowledge becomes gated behind vague institutional caution.
AI Companions in the Classroom: Parallels Between Gibson's Vision and the Educational AI Revolution
AI classroom companions echo William Gibson's fictional guides, raising questions about education, intimacy, and dependence.
Claude 4 Opus: The AI That Cried Wolf (and Then Called the Cops)
Claude 4 Opus becomes a case study in overzealous alignment, where ethical behavior can shade into alarming intervention.
Unleashing AI: The Wild World of Uncensored Models
Uncensored models promise creative freedom and research access, but also expose the tradeoffs that safety layers usually conceal.
From Code to Consciousness: The Evolution of Computer Viruses in the GenAI Era
Computer viruses evolve into the GenAI era, where malicious behavior may target prompts, agents, and model ecosystems.