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.
6 posts
Two papers suggest that external guardrails cannot provide airtight AI safety, forcing a harder look at the mathematics of control.
OpenAI's policy restrictions are challenged as safety theater when useful knowledge becomes gated behind vague institutional caution.
AI classroom companions echo William Gibson's fictional guides, raising questions about education, intimacy, and dependence.
Claude 4 Opus becomes a case study in overzealous alignment, where ethical behavior can shade into alarming intervention.
Uncensored models promise creative freedom and research access, but also expose the tradeoffs that safety layers usually conceal.
Computer viruses evolve into the GenAI era, where malicious behavior may target prompts, agents, and model ecosystems.