MiniMax's Morgan Suo tests M3.1 Flash speed on a real research task

Talk benchmarks MiniMax's M3.1 Flash on an analyst task — checking whether circuit-board suppliers are converting AI demand into cash — rather than on isolated model speed. Changes inside the model include sparse attention on long inputs and a 4-bit setup.

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