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Oct 8, 2026·
Cities: Skylines II Doesn't Have a Traffic Problem. It Has a Routing Problem.
Why CS2 cities gridlock no matter how well you build them, and why the fix is 70-year-old traffic theory.
Aug 16, 2026·
Two Years on Forward-Forward, and the Answer Was No
I built the strongest Forward-Forward instance I could and then used it to show that layer-local training does not scale on real data, that the synthetic benchmarks the field relies on overstate it, and that its memory advantage does not survive a fair baseline. The paper was rejected. The findings still stand.
Jun 6, 2024·
RC Boardroom Chronicles: AI Applications in the Legal Industry
Recording my experience participating in the University of Toronto Rotman Commerce business case competition, detailing how to use LLaMA-Factory to fine-tune large language models and build AI solutions for law firms.