Weekly Reads

CPI-Bench: A Comprehensive,Practical and Intelligent Benchmark for Real-World Image Editing — Qinye Zhou, Jun Zheng et al.
With the rapid advancement of image editing models and their widespread application across various domains, there is an increasingly urgent need to...
MagnifiQ: Patch-aware Text Guided Progressive Upscaling for High-Resolution Image Restoration — Mahesh Reddy, Yashesh Savani et al.
High-resolution image restoration from degraded inputs is challenging because it must preserve global structural consistency while recovering fine-...
Generation-Powered Inference for Distribution-Valued Outcomes — Yijiao Zhang, Hongzhe Li
Modern generative models increasingly produce distribution-valued outputs, such as predicted cellular responses to genetic perturbations in single-...
Decoding the Past: An Uncertainty-Aware Deep Learning Framework for Sex Attribution in Prehistoric Hand Stencils — Karel Becerra, Boris Mederos et al.
Determining the biological sex of the individuals who created Upper Paleolithic hand stencils remains a challenging problem due to the absence of g...
Marionette: Predicting World States, Rendering Geometry, Painting Appearance — Zian Meng, Zhen Li et al.
Interactive game world models typically autoregress visual observations directly in pixel or latent space, forcing structured properties such as po...

State of Open Models: Summer 2026 Observations — Hugging Face Blog
Record, train, and deploy from one place with Strands Agents, LeRobot, and Hugging Face Storage Buckets — Hugging Face Blog
The builder’s guide to GPT‑5.6 — OpenAI Blog
Learn how startups use GPT-5.6 to build faster, more cost-efficient AI agents with smarter model selection and new Responses API capabilities.