view article Article Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident +2 hlarcher, XciD, raphael-gl, chris-rannou • 8 days ago • 414
Laguna S 2.1 Collection Our most capable model to date, designed for long-horizon work. • 13 items • Updated about 7 hours ago • 41
RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Paper • 2607.11683 • Published 22 days ago • 148
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable Paper • 2607.13285 • Published 21 days ago • 232
view article Article Welcome Inkling by Thinking Machines +3 burtenshaw, merve, pcuenq, ariG23498, andito • 20 days ago • 147
Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading Paper • 2607.08964 • Published 26 days ago • 76
Agentic Abstention: Do Agents Know When to Stop Instead of Act? Paper • 2606.28733 • Published Jun 27 • 150
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Paper • 2606.24530 • Published Jun 23 • 65
view article Article Agentic Resource Discovery: Let agents search burtenshaw, evalstate • Jun 17 • 21
view article Article Beyond LoRA: Can you beat the most popular fine-tuning technique? +2 BenjaminB, sayakpaul, hubnemo, kashif • Jun 18 • 86
Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents Paper • 2606.06036 • Published Jun 4 • 77
SWE-Explore: Benchmarking How Coding Agents Explore Repositories Paper • 2606.07297 • Published Jun 5 • 123
OCC-RAG: Optimal Cognitive Core for Faithful Question Answering Paper • 2606.00683 • Published May 30 • 102