OpenAI’s Wojciech Zaremba says AI safety may need a fire-like resilience stack
richie9830 · reddit · 2026-08-04
- At Wojciech Zaremba’s Berkeley talk, AI safety was framed as a resilience stack rather than a single perfect control layer.
- The analogy: fire became manageable not through one rule, but through materials, building codes, alarms, inspections, hydrants, fire departments, insurance, and recovery.
- The author argues AI may need the same kind of layered system: model safety, independent evals, incident databases, deployment standards, cyber/bio defenses, and public infrastructure.
- The core question is whether too much attention is going to one model-layer fix, and too little to systems that can detect, contain, learn from, and recover from failures.
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