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Time series forecasting gets a serious upgrade: Timer-S1, a new foundation model, blows away benchmarks by scaling model size, dataset size, and training in a coordinated "serial" fashion.
Turns out, the best memory design for robotic manipulation depends heavily on the task, with no single architecture dominating across the board.
