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Anjney Midha warns that while AI attack vectors aren't new, their speed and scale are unprecedented, urging lab leaders to self-regulate. Roon advises removing exposed API keys and credentials from the open internet before AI models find them.
The article critiques AI companies' bioweapon precautions as 'safety theater,' drawing parallels to pre-pandemic virology self-governance and predicting similar failures and elite deflection.
Introduces SR²AM, a framework for efficient agentic reasoning via self-regulated simulative planning, achieving competitive performance with models 20-30x larger while using 26-95% fewer reasoning tokens.