arXiv:2608.17588v1 Announce Type: new Abstract: Agent Skills package reusable natural language procedures with executable resources, enabling software…
Author: script
NVIDIA Nemotron 3.5 Lightning now available in Amazon SageMaker JumpStart
NVIDIA Nemotron 3.5 Lightning, an open model built for high-volume agentic workloads, is now available in Amazon SageMaker JumpStart. This post shows how…
Agent Lightning v1.0: Towards Harnessed Agentic RL
arXiv:2608.17528v1 Announce Type: new Abstract: Modern agents operate inside agent harnesses that manage tools, context, and control flow, making the…
SGHA: Evidence-Grounded Research Problem Discovery with Local Language Models
arXiv:2608.17501v1 Announce Type: new Abstract: Recent efforts toward fully automated AI scientists have demonstrated that language-model agents can…
SAGE: Self-Evolving Storyboard Skills via Attribution-Guided Rule Evolution
arXiv:2608.17468v1 Announce Type: new Abstract: Storyboards turn screenplays into visual shot plans for automated short drama production. Professional…
Towards Better Agents for Multi-Turn User Interaction: The Next User Turn Is More Than Context
arXiv:2608.17499v1 Announce Type: new Abstract: User-facing tool agents must coordinate dialogue and tool use as user goals unfold over multiple turns.…
Structure-Internalized Rule Language Model for Faithful Knowledge Graph Reasoning
arXiv:2608.17443v1 Announce Type: new Abstract: Knowledge Graph Reasoning (KGR) aims to discover latent facts by leveraging the structural evidence…
Developing an End-to-End Document Intelligence Pipeline with docTR for OCR, Layout Analysis, KIE, Benchmarking, and Searchable PDFs
Develop a complete document intelligence pipeline with docTR, integrating OCR, layout analysis, and KIE for production-oriented extraction and searchable…
When AI Designs AI: Innovation or Imitation?
arXiv:2608.17471v1 Announce Type: new Abstract: Recent advances in LLM agents have made them increasingly capable of designing methods for complex AI…
AI News Brief Hourly Summary 2026-08-19 09h : 13 posts
13 posts published in the last hour 06:32LLM-Only PDDL Domain Repair with Open-Weight Models 06:32Task-Aware Harness Provisioning for LLM Agents in Mission-Critical Infrastructure Operations 06:32LEGO-RL: Harness-Native Reinforcement Learning for Coding Agents 06:32Depth Enables Local Entropy: Quadratic Depth Dependence in Deep…