期刊&会议

AAAI

AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

2026-08-20 至 2026-08-20 共收录 3 篇

2608.18222 2026-08-20 cs.LG cs.CL 新提交

Think Shallow, Solve Deep: Controlling Recurrent Dynamics for Reliable Test-Time Depth

浅思深解：控制循环动态以实现可靠的测试时深度

Ivan Viakhirev, Kirill Borodin, Amirah Almutairi, Serguei Barannikov, Maxim Abramov, Grach Mkrtchian

AI总结该研究针对循环深度推理器的测试时迭代问题，提出通过控制算子动态状态实现深度安全，提升了数独等任务的外推准确率，为循环模型的可靠深度推理提供了准则。

Comments Submitted to the Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-27)

2608.16603 2026-08-20 cs.CY 版本更新

Characterizing Agentic Flooding of Government Services

刻画政府服务的智能体泛滥问题

Chris Schmitz, Lewis Hammond, Alan Chan

AI总结该研究定义了政府服务的智能体泛滥问题，基于84起案例数据集分析其广泛存在性，开发风险矩阵评估高风险服务，梳理政府应对措施并推荐兼顾公平的缓解方案。

Comments To appear in the proceedings of the 9th AAAI Conference on AI, Ethics, and Society (AIES), October 12-14, 2026

2608.00961 2026-08-20 cs.CY cs.AI cs.HC 版本更新

The Epistemic Politics of AI Anthropomorphism

AI拟人性的认知政治

Donna M. Bye, Levin Kuhlmann

AI总结本文批判AI拟人性主导框架基于机构优势而非可靠认知权威，指出其对神经多样性等用户的不公，最后提出公平框架的方法论承诺。

Comments 20 pages, 3 figures, 9 tables. Extended version, including supplementary materials, of a paper to appear in the Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society (AIES) 2026. v3: revised wording throughout, affiliation updated