
Simulated students that make realistic mistakes help AI tutors learn faster
Microsoft's StudentSim builds individual student replicas on Qwen3-4B-Instruct to train AI tutors, outperforming GPT-5.4 in chess, English, and math.
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Microsoft's StudentSim builds individual student replicas on Qwen3-4B-Instruct to train AI tutors, outperforming GPT-5.4 in chess, English, and math.
Maverick protocol delivers private and verifiable LLM inference via matrix-vector multiplication delegation, achieving up to 45x throughput gains over local inference on Qwen3-4B.
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