Agent skills shift AI agents toward procedural tasks with skill.md steps; progressive disclosure reduces context window bloat in real use.

Databricks' KARL agent uses reinforcement learning to generalize across six enterprise search behaviors — the problem that breaks most RAG pipelines.

In this tutorial, we build an advanced, end-to-end learning pipeline around Atomic-Agents by wiring together typed agent interfaces, structured prompting, and a compact retrieval layer that grounds ...

This project is an academic intelligent agent developed based on LangChain Version 1.2, primarily designed to address the issues of hallucinations and data privacy in large language models. It ...

Abstract: Although current large language models (LLMs) can easily generate smooth answers in various scenarios, their factual accuracy is still unreliable and often give answers full of ...

A new technique developed by researchers at Shanghai Jiao Tong University and other institutions enables large language model agents to learn new skills without the need for expensive fine-tuning. The ...

Retrieval-augmented generation breaks at scale because organizations treat it like an LLM feature rather than a platform discipline. Enterprises that succeed with RAG rely on a layered architecture.

What if you could build an AI agent that not only automates your daily tasks but also adapts to your unique needs, seamlessly integrating with your favorite tools, analyzing vast datasets, and even ...

A team of AI researchers at Bloomberg have developed PExA, an agentic framework that achieved 70.2% execution accuracy, sharing one of the top positions on the Spider 2.0 (Snow) leaderboard, one of ...

As companies expand their AI agent fleets, they’re discovering that managing them presents a new set of challenges. Microsoft aims to address those issues with Agent 365, a platform it launched at ...

Eric Jing is on a mission to shift people from just talking with chatbots to using AI as an everyday companion to get work done, all from one platform. That platform is Genspark Super Agent from ...

Microsoft's Agent 365 will be able to automatically pick up on artificial intelligence agents developed with the company's software, as well as systems from Adobe, ServiceNow and Workday. IT ...