Sasha Baker, head of national security policy at OpenAI, and Katrina Mulligan, who leads national security for OpenAI for Government, also spoke at the OpenAI all-hands, according to the source. One of those officials said the relationship between Anthropic and the government had broken down because Anthropic cofounder and CEO Dario Amodei had offended Department of War leadership, including publishing blog posts that “the department got upset about.”
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Finding these optimization opportunities can itself be a significant undertaking. It requires end-to-end understanding of the spec to identify which behaviors are observable and which can safely be elided. Even then, whether a given optimization is actually spec-compliant is often unclear. Implementers must make judgment calls about which semantics they can relax without breaking compatibility. This puts enormous pressure on runtime teams to become spec experts just to achieve acceptable performance.