arXiv:2608.11698v1 Announce Type: cross Abstract: On-policy distillation (OPD) trains a student on its own trajectories under dense token-level…
Is Per-Agent Policy Composition Safe? Rethinking Successor-Feature Transfer in Cooperative Multi-Agent Reinforcement Learning
arXiv:2608.11658v1 Announce Type: cross Abstract: Many reinforcement learning systems, from fleet management to traffic signal control, must serve an…
GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs
arXiv:2608.11674v1 Announce Type: cross Abstract: On-policy rollout methods such as GRPO are central to post-training of large language models, yet they…
Amazon Quick Arrives Inside Word, Excel, PowerPoint, and Outlook
AWS has brought its Amazon Quick assistant directly into Microsoft 365, announcing on August 13, 2026 that extensions for Word, Excel, PowerPoint, and…
Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing
arXiv:2608.11660v1 Announce Type: cross Abstract: Large language models (LLMs) achieve remarkable performance across natural language tasks, yet they are…
Previewing Ultrafast mode: GPT-5.6 Sol at up to 14X the speed
Preview Ultrafast, a new OpenAI API service tier that runs GPT-5.6 Sol up to 14× faster. Powered by Cerebras, it delivers up to 750 output tokens per…
Rubric Dropout: A Simple Way to Mitigate Reward Hacking in Rubric-as-Reward RL
arXiv:2608.11669v1 Announce Type: cross Abstract: Reinforcement learning against rubrics, lists of criteria graded by an LLM judge, has become a standard…
What We Learned by Reproducing 2,200 papers from ICML
This post has no text preview — click the link below to read the original article. This article has been indexed from Hugging Face – Blog Read the original article: What We Learned by Reproducing 2,200 papers from ICML
Low-Interaction-Rank Learning: Unifying Multiplicative Dual-Encoder Heads
arXiv:2608.11661v1 Announce Type: cross Abstract: A multiplicative dual-encoder network computes a real-valued output for a pair of inputs as the inner…
AI News Brief Hourly Summary 2026-08-13 19h : 20 posts
20 posts were published in the last hour 16:33 : Deep Learning Based Relative Transfer Matrix Estimation for Multiple Sources and Multiple Microphones 16:33 : Semantic Lenia: Emergence of Homeostatic Solitons within the Semantic Space of Large Language Models 16:33…
Deep Learning Based Relative Transfer Matrix Estimation for Multiple Sources and Multiple Microphones
arXiv:2608.11627v1 Announce Type: cross Abstract: The Relative Transfer Matrix (ReTM), recently introduced as a generalization of the relative transfer…
Semantic Lenia: Emergence of Homeostatic Solitons within the Semantic Space of Large Language Models
arXiv:2608.11657v1 Announce Type: cross Abstract: We introduce Semantic Lenia, an artificial life framework that transforms Large Language Model (LLM)…
NVIDIA AI Releases Nemotron 3.5 Lightning: A 30B Open MoE with 3B Active Parameters, and NeMo Switchyard Model Router
NVIDIA’s open 30B MoE targets the agent execution layer, with Switchyard routing each step to the cheapest capable model.
Beyond Memory: A Transactional Continuity Kernel for Long-Lived AI Agents
arXiv:2608.11632v1 Announce Type: cross Abstract: Persistent AI agents accumulate versioned state across long horizons, but storage retention alone does…
Corey Spencer, GM and GVP of AI at UKG – Interview Series
Corey Spencer is Group Vice President and General Manager of Product Management for AI & Platform at UKG. He leads product strategy and innovation across…
Learning to Persuade Exposes How Easily LLMs Abandon Correct Beliefs
arXiv:2608.11624v1 Announce Type: cross Abstract: Persuasion is a core dynamic of natural language communication, shaping how large language models (LLMs)…
Deepseek ships improved V4 Pro, open-sources its agent software, and raises API prices
Deepseek has moved its flagship V4-Pro out of the testing phase and released its agent software, Harness v0.1, under the MIT license. API prices are going…
Motion-as-Prompt: Enhancing Motion Reasoning in Multimodal Large Language Models via Motion-Guided Cross-Frame Visual Prompting
arXiv:2608.11655v1 Announce Type: cross Abstract: Motion-centric video reasoning is fundamental to interactive applications such as robotic manipulation…