@misc{aiinc260927374,
  title = {{Planned Test-Time Scaling with Coordinated Reasoning Paths}},
  author = {Xueqing Wu and Langxing Bai and Hritik Bansal and Po-Nien Kung and Shuo Li and Hao Liu and Nanyun Peng and Kai-Wei Chang},
  year = {2026},
  eprint = {2609.27374},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.27374v1},
  note = {Version v1; first submitted 2026-09-23; version dated 2026-09-23; accessed 2026-10-05}
}

@misc{aiinc260930604,
  title = {{The Hard Part Comes After Search: Benchmarking Web Agents on Synthesizing, Organizing, and Displaying Knowledge}},
  author = {Alexander Gill and Md Farhan Ishmam and Xuyen Nguyen and Neha Bhat and Parker Henry DeYoung and Fateme Hashemi Chaleshtori and Nathan Stringham and Kenneth Marino and Ana Marasović},
  year = {2026},
  eprint = {2609.30604},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.30604v1},
  note = {Version v1; first submitted 2026-09-24; version dated 2026-09-24; accessed 2026-10-05}
}

@misc{aiinc260711614,
  title = {{Extending LLM Context via Associative Recurrent Memory}},
  author = {Gleb Kuzmin and Ivan Rodkin and Aydar Bulatov and Yuri Kuratov and Lyudmila Rvanova and Mikhail Katkov and Ilia Sochenkov and Misha Tsodyks and Timothy Baldwin and Mikhail Burtsev and Artem Shelmanov},
  year = {2026},
  eprint = {2607.11614},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.11614v1},
  note = {Version v1; first submitted 2026-07-13; version dated 2026-07-13; accessed 2026-10-05}
}

@misc{aiinc260917943,
  title = {{ASPIRE: Asynchronous Batched Self-Speculative Decoding for Long-Context LLM Inference}},
  author = {Amir Ziashahabi and Hossein Entezari Zarch and Lei Gao and Murali Annavaram and Salman Avestimehr},
  year = {2026},
  eprint = {2609.17943},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.17943v1},
  note = {Version v1; first submitted 2026-09-16; version dated 2026-09-16; accessed 2026-10-05}
}

@misc{aiinc260938795,
  title = {{Recovering Off-Policy Supervision for Speculative Decoding}},
  author = {Jungseob Lee and Chanjun Park and Sugyeong Eo and Hyeonseok Moon},
  year = {2026},
  eprint = {2609.38795},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.38795v1},
  note = {Version v1; first submitted 2026-09-30; version dated 2026-09-30; accessed 2026-10-05}
}

@misc{aiinc260923589,
  title = {{Listen Then Reason: Perception-Grounded Test-Time Reinforcement Learning for Large Audio-Language Models}},
  author = {Jiaheng Dong and Xiaofeng Yu and Jean Honorio and Abhirup Ghosh and Hong Jia and Ting Dang},
  year = {2026},
  eprint = {2609.23589},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.23589v1},
  note = {Version v1; first submitted 2026-09-20; version dated 2026-09-20; accessed 2026-10-05}
}

@misc{aiinc260932657,
  title = {{World Models with Predictable Long-Horizon Marginals}},
  author = {Yuhao Du and Shunian Chen},
  year = {2026},
  eprint = {2609.32657},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.32657v1},
  note = {Version v1; first submitted 2026-09-26; version dated 2026-09-26; accessed 2026-10-05}
}

@misc{aiinc260915106,
  title = {{When the Wrong Key Wins: Understanding and Detecting Hallucinations in LLMs}},
  author = {Xuhan Tong and Haoyue Bai and Dawei Zhou and Naichen Shi and Jiawei Zhang},
  year = {2026},
  eprint = {2609.15106},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.15106v3},
  note = {Version v3; first submitted 2026-09-14; version dated 2026-09-29; accessed 2026-10-05}
}

@misc{aiinc260911028,
  title = {{BenchShield: Formal Model-Backed Instrumentation for Reward Integrity in LLM-Agent Evaluation Infrastructure}},
  author = {Shenghan Zheng and Zonglin Di and Yimin Liu and Kyoung Whan Choe and Jiankai Sun and Heguang Lin and Penghao Jiang and Yifeng He and Xiao Cheng and Jicheng Wang and Wenbo Chen and Alex Yates and Yinzhe Zhao and Bingran You and Yuan Gao and Ayush Munot and Shubham Gaur and Zhe Ye and Hao Wang and Xiangyi Li and Dawn Song and Christophe Hauser},
  year = {2026},
  eprint = {2609.11028},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.11028v1},
  note = {Version v1; first submitted 2026-09-10; version dated 2026-09-10; accessed 2026-10-05}
}

@misc{aiinc260509163,
  title = {{FORTIS: Benchmarking Over-Privilege in Agent Skills}},
  author = {Shawn Li and Chenxiao Yu and Han Wang and Wei Yang and Ryan Rossi and Franck Dernoncourt and Xiyang Hu and Philip Yu and Chaowei Xiao and Huan Zhang and Yue Zhao},
  year = {2026},
  eprint = {2605.09163},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.09163v3},
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}