人人能懂的AI前沿解读(10.8)

[CL] UNREAL: Unifying Retrieval and Long-Context with a Single Model
[NVIDIA]
https://arxiv.org/abs/2610.08463
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[LG] Stateless Language Agents: Scaling Long-Horizon Automated Research
[Stanford University & CMU]
https://arxiv.org/abs/2610.07625
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[RO] Behavioral Cloning Mystery
[UC Berkeley]
https://arxiv.org/abs/2610.07056
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[RO] QF3: Fast Flow RL with Filtered Q-Gradients
[UC Berkeley]
https://arxiv.org/abs/2610.08789
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[CL] DLoop: Looped Speculative Decoding
[NAVER AI Lab]
https://arxiv.org/abs/2610.07659