Topic
guardrails
Artificial Intelligence #llm#safety
CPU-Based Classifiers Can Match GPU Performance for LLM Safety at Fraction of Cost, Research Shows
A new study from researchers Majhi, Vasudev, Gupta, Dhruv, Singh, Advait, Barker, and Kumar evaluates CPU-based classifiers for LLM safety, finding they match transformer GPU models on in-distribution data at roughly one-fifth the deployment cost. The paper introduces GuardChain, a three-stage pipeline that routes prompts to the cheapest capable stage, resolving 80% of in-distribution traffic on CPU alone.
Jun 16, 2026 1 source
Technology Artificial Intelligence #ai#guardrails
Why AI guardrails need common sense built around defensibility and litigation
As AI evolves faster than legislation, enterprises are turning to litigation and existing statutes to establish guardrails. The Anthropic Mythos incident and Mercor class-action lawsuits highlight the need for common sense and defensibility over waiting for new regulations.
Jun 15, 2026 1 source