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The solver takes the LLB graph and executes it. Each vertex in the DAG is content-addressed, so if you’ve already built a particular step with the same inputs, BuildKit skips it entirely. This is why BuildKit is fast: it doesn’t just cache layers linearly like the old Docker builder. It caches at the operation level across the entire graph, and it can execute independent branches in parallel.
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Kalshi says that it reported the insider trading to the Commodity Futures Trading Commission (CFTC) and plans to donate the over $20,000 Kaptur has been fined to "a non-profit that provides consumer education on derivatives markets." In a statement provided to NPR, Beast Industries, MrBeast's production company, said it has a zero-tolerance policy for insider trading. "We have a longstanding policy in place against employees using proprietary company information in order to safeguard the highest standards and ethics throughout our organization," Beast Industries said.