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Echoverse: Evolving Synthetic Environments Boost Computer-Use Agents from 36.5% to 67.1%
Microsoft Research introduces Echoverse, a pipeline that compiles specifications into stateful synthetic applications with grounde...
LedgerMind: A Provenance-Constrained Framework to Boost Faithfulness in Multimodal Agents
LedgerMind introduces a provenance-constrained state machine for multimodal agents, using a Structured Evidence Ledger to ensure g...
OpenAI Unveils Breakthroughs in Mathematics and Theoretical Computer Science
OpenAI announces new results on long-standing open problems in mathematics and theoretical computer science, covering geometry, cr...
Chimera: A Hybrid Diffusion Backbone That Scales Efficiently to Long-Context Visual Generation
Hugging Face researchers introduce Chimera, a hybrid visual diffusion backbone that combines linear-complexity attention with spar...
β-OPSD: A Principled Generalization of On-Policy Self-Distillation for Reasoning Models
Researchers introduce β-OPSD, a generalization of on-policy self-distillation that turns a fixed KL penalty into a tunable paramet...
See2Think: New Benchmark Probes Whether Multimodal Models Truly Use Visual Reasoning States
Hugging Face researchers introduce See2Think, a unified evaluation framework with a 1,200-problem benchmark and Visual Action-of-T...
SpatialCLI: Teaching VLMs to Reason With Spatial Tools, Then Internalize Them
Hugging Face researchers introduce SpatialCLI, a three-stage framework that boosts spatial reasoning in vision-language models by...
RefCaptioner: New Framework Grounds Video Captions to Multiple Reference Images
Hugging Face researchers introduce RefCaptioner, a two-stage post-training framework for multi-reference image-grounded video capt...
Hugging Face Introduces PALATE: A Person-Aligned Benchmark for Evaluating Role-Playing Agents
A new benchmark from Hugging Face, PALATE, uses user simulators to evaluate role-playing agents in multi-turn conversations, addre...
OpenAI Unveils Full-Stack Strategy for Abundant Intelligence
OpenAI announces a full-stack approach to make advanced AI more capable, affordable, and widely useful, aiming for abundant intell...
OpenAI Outlines Responsible AI Practices as EU AI Act Advances
OpenAI details its safety, security, transparency, and provenance measures to support responsible AI governance in Europe, as the...
Univé Builds an AI-Ready Workforce with ChatGPT Enterprise
Dutch insurer Univé leverages ChatGPT Enterprise to create an AI-ready workforce, combining leadership, responsible governance, an...