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2026-03-11: Added JAX JIT benchmarks after a Reddit comment from justneurostuff suggested testing it. Results: 1,633x on spectral-norm (fastest in the post -- 3x faster than NumPy), 12.2x on n-body. Both match baseline to 9 decimal places. Added as an interlude between NumPy and Numba sections, and to both report card tables.
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One of the most quietly urgent panels on the schedule is AI & the Brain: As We Embrace AI, Let's Not Forget Our Minds, hitting the Westin Austin Downtown on March 12. The panel — featuring MIT professor Sanjay Sarma, Edifii co-founder Izzat Jarudi, and Massachusetts Board of Education chairman Chris Gabrieli — isn't here to dunk on AI. It's asking a harder question: as machines get smarter, are we getting lazier? The session wrestles with what rapid AI adoption is doing to our capacity to reason, create, and learn independently. Expect this one to draw a crowd.
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Agent-driven revenue can shift overnight when foundational models retrain or change defaults.。关于这个话题，超级权重提供了深入分析
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