Анонсированы ICML 2026 Awards https://blog.icml.cc/2026/07/05/announcing-the-icml-2026-awards/ На этой неделе пройдусь по ним авторазборами. ICML 2026 Outstanding Paper Award   The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models Zanlin Ni, Shenzhi Wang, Yang Yue, Tianyu Yu, Weilin Zhao, Yeguo Hua, Tianyi Chen, Jun Song, Cheng Yu, Bo Zheng, Gao Huang High-Accuracy Sampling for Diffusion Models and Log-Concave Distributions Fan Chen, Sinho Chewi, Constantinos Daskalakis, Alexander Rakhlin ICML 2026 Outstanding Position Paper Award   Position: The Alignment Community is Unintentionally Building a Censor’s Toolkit Sarah Ball, Phil Hackemann ICML 2026 Outstanding Paper Honorable Mention   The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes Mohammad Taufeeque, Stefan Heimersheim, Adam Gleave, Chris Cundy Motion Attribution for Video Generation Xindi Wu, Despoina Paschalidou, Jun Gao, Antonio Torralba, Laura Leal-Taixé, Olga Russakovsky, Sanja Fidler, Jonathan Lorraine How much can language models memorize? John Xavier Morris, Chawin Sitawarin, Narine Kokhlikyan, Chuan Guo, G. Edward Suh, Alexander M Rush, Kamalika Chaudhuri, Saeed Mahloujifar A Random Matrix Perspective on the Consistency of Diffusion Models Binxu Wang, Jacob A Zavatone-Veth, Cengiz Pehlevan To Grok Grokking: Provable Grokking in Ridge Regression Mingyue Xu, Gal Vardi, Itay Safran ICML 2026 Outstanding Position Paper Honorable Mention   Position: AI/ML Deepfake Research is Misaligned with AI Generated Non-Consensual Intimate Imagery (AIG-NCII) Li Qiwei, Wells Lucas Santo, Sarita Schoenebeck, Eric Gilbert ICML 2026 Test of Time Award   Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza, Alex Graves, Timothy P. Lillicrap, Tim Harley, David Silver, Koray Kavukcuoglu