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1:02ENA Chemist's Attempt to Recreate Coca-Cola's FlavorMatthew Berman · Forward FutureMatthew Berman walks through a YouTuber's yearlong attempt to reproduce Coca-Cola. A convincing flavor approximation would not establish that the company's secret formula has been disclosed.
8:17ENASI-Arch: An Automated Search for Neural Network ArchitecturesMatthew Berman · Forward FutureMatthew Berman explains a 2025 research system that proposes, trains and evaluates model designs in an iterative loop.
9:02ENMatthew Berman Tries LLM Colosseum, a Street Fighter Model BenchmarkMatthew Berman · Forward FutureA 2024 tutorial shows language models choosing fighting-game moves, explains the game-state prompt and walks through local setup.









