I used z3 theorem prover to assess LLM output, which is a pretty decent SAT solver. I considered the LLM output successful if it determines the formula is SAT or UNSAT correctly, and for SAT case it needs to provide a valid assignment. Testing the assignment is easy, given an assignment you can add a single variable clause to the formula. If the resulting formula is still SAT, that means the assignment is valid otherwise it means that the assignment contradicts with the formula, and it is invalid.
中国式现代化，民生为大。新征程上，那句誓言须臾不可忘记——
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The decision could immediately impact numerous major tech companies that use Claude in their line of work for the Pentagon, including Palantir and AWS. It is not immediately clear to what extent the Pentagon may blacklist companies that contract with Claude for other services outside of national security, A …
Companies like SpaceX, Google, or Starcloud are examining traditional satellite form factors for their proposed space data center constellations, which rely on large radiators to keep chips in optimal thermal condition. But Sophia Space’s founders — CTO Leon Alkalai, CEO Rob DeMillo, and chief growth officer Brian Monnin — have a different approach.