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ニュース

MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents

arXiv:2506.21605v1 Announce Type: new Abstract: Recent works have highlighted the significance of memory mechanisms in...

MemAgent: A Reinforcement Learning Framework Redefining Long-Context Processing in LLMs

Handling extremely long documents remains a persistent challenge for large language models (LLMs). Even with...

Meet UPDF: A Lightweight Adobe Alternative Built for the Agentic Era

PDFs sit at the end of almost every workflow. Contracts, invoices, research papers, scanned intake...

Meet Trackio: The Free, Local-First, Open-Source Experiment Tracker Python Library that Simplifies and Enhances Machine Learning Workflows

Experiment tracking is an essential part of modern machine learning workflows. Whether you’re tweaking hyperparameters...

Meet the Vitalists: the hardcore longevity enthusiasts who believe death is “wrong”

“Who here believes involuntary death is a good thing?”  Nathan Cheng has been delivering similar...

Meet the New Claude Opus 5: Frontier-Class Agentic Coding and Computer Use at Unchanged Opus Pricing

Today, Anthropic released Claude Opus 5. It replaces Claude Opus 4.8 as the Opus-tier flagship...

Meet Shepherd: An Open-Source Python Substrate That Lets Meta-Agents Fork, Replay, and Revert Any Agent Run

Long-running agents accumulate state that no transcript captures. A coding agent at step 10 holds...

Meet SAM (Sovereign Agent Mesh): A Zero-Config, Zero-Trust P2P Network for AI Agents

google/sam is not Segment Anything. SAM here means Sovereign Agent Mesh, an Apache-2.0 networking project...

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