Weekly Reads

DexCompose: Reusing Dexterous Policies for Multi-Task Manipulation with a Single Hand — Dihong Huang, Zhenyu Wei et al.
Dexterous manipulation policies can solve individual skills, but composing them to perform multiple tasks with a single hand remains challenging. A...
PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception — Yana Wei, Hongbo Peng et al.
We introduce PerceptionRubrics, a rubric-based evaluation framework that addresses the gap between saturated benchmark scores and real-world brittl...
StructSplat: Generalizable 3D Gaussian Splatting from Uncalibrated Sparse Views — Jia-Chen Zhao, Beiqi Chen et al.
We present StructSplat, a feed-forward and generalizable 3D Gaussian reconstruction framework that operates directly on uncalibrated images without...
Surprises in Proper Positive-Only Learning — Shai Ben-David, Farnam Mansouri et al.
Binary classification from positive-only samples is a variant of PAC learning in which the learner receives i.i.d. samples from the positive region...
Which Nash Equilibrium? Solver-Dependent Selection on Zero-Sum Nash Polytopes — Luis Leal
Many two-player zero-sum games admit not a unique Nash equilibrium but a convex set of them: a polytope of profiles that all share the minimax valu...

Mapping Europe’s AI Workforce Opportunity — OpenAI Blog
A new OpenAI report maps how AI could reshape jobs across the EU, highlighting which occupations may face automation, growth, or workflow changes.
HP Inc. launches Frontier strategic partnership with OpenAI — OpenAI Blog
HP Inc. scales its OpenAI Frontier partnership to deploy AI across customer experiences, software development, and enterprise operations.
Previewing GPT-5.6 Sol: a next-generation model — OpenAI Blog
OpenAI previews GPT-5.6 Sol, a next-generation model with stronger capabilities in coding, science, and cybersecurity, paired with its most advance...