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.
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└── H16G.bundle/ ← H16G = M4 ANE target
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The impacts are already showing up in logistical puzzles and construction delays. Smith said Microsoft is employing electricians who are commuting from as far as 75 miles away from their job sites—or even temporarily relocating to fill roles. Oracle, which is building out data centers for OpenAI, had to shift construction completion dates from 2027 to 2028 owing in part to labor shortages, according to Bloomberg. In a statement to Fortune, Oracle disputed that report and said its projects remain “on schedule and on plan,” and that it intends to invest in local workforce training programs to help residents step into those jobs.