The last week has been particularly tumultuous for Microsoft's gaming division. Former Microsoft Gaming CEO Phil Spencer announced his retirement on Friday, alongside the appointment of Asha Sharma, the President of Microsoft's CoreAI division, as his replacement. Opinions differ as to whether Sharma's new position will be good or bad for Xbox, but more changes are likely on the way.
I wanted to test this claim with SAT problems. Why SAT? Because solving SAT problems require applying very few rules consistently. The principle stays the same even if you have millions of variables or just a couple. So if you know how to reason properly any SAT instances is solvable given enough time. Also, it's easy to generate completely random SAT problems that make it less likely for LLM to solve the problem based on pure pattern recognition. Therefore, I think it is a good problem type to test whether LLMs can generalize basic rules beyond their training data.
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