Edutopia

Leveraging Prior Knowledge to Build Understanding

By guiding students through developing their own understanding of core concepts, teachers ensure that the whole class is starting on a strong foundation.

MemRL outperforms RAG on complex agent benchmarks without fine-tuning

MemRL separates stable reasoning from dynamic memory, giving AI agents continual learning abilities without model fine-tuning ...

Using AI Agents To Navigate The Information Age

AI agents are changing the game and making the great library that is the internet more navigable for businesses of all sizes.

DeepSeek’s conditional memory fixes silent LLM waste: GPU cycles lost to static lookups

Through systematic experiments DeepSeek found the optimal balance between computation and memory with 75% of sparse model ...
blockchain

Graph-Enhanced Retrieval Surpasses Basic RAG: AI Leaders like OpenAI, Anthropic, and Microsoft Adopt Knowledge Graphs for Advanced AI Applications

According to God of Prompt (@godofprompt), top engineers at AI companies such as OpenAI, Anthropic, and Microsoft are moving beyond basic Retrieval-Augmented Generation (RAG) by prioritizing ...
USA Today

Enterprise Training Videos Go Unwatched After Completion: AI Documentation Platforms Unlock Trapped Institutional Knowledge

Companies discovering millions in video content sits inaccessible as employees complete training but can’t retrieve knowledge when needed AUSTIN – December 16, 2025 – Enterprise organizations are ...
Frontiers

Lexical retrieval in fluent and nonfluent aphasia: a network analysis of verbal fluency data

1 Department of Speech, Language, and Hearing Sciences, Purdue University, West Lafayette, IN, United States 2 Department of Communicative Disorders and Sciences, University at Buffalo, Buffalo, NY, ...
Microsoft

When industry knowledge meets PIKE-RAG: The innovation behind Signify’s customer service boost

As a world leader in connected LED lighting products, systems, and services, Signify (formerly Philips Lighting) serves not only everyday consumers but also a large number of professional users who ...
Frontiers

Synchronizing LLM-based semantic knowledge bases via secure federated fine-tuning in semantic communication

1 Shanghai Key Laboratory of Integrated Administration Technologies for Information Security, School of Computer Science, Shanghai Jiao Tong University, Shanghai, China 2 National Key Laboratory of ...
marktechpost

How to Build an Advanced Agentic Retrieval-Augmented Generation (RAG) System with Dynamic Strategy and Smart Retrieval?

In this tutorial, we walk through the implementation of an Agentic Retrieval-Augmented Generation (RAG) system. We design it so that the agent does more than just retrieve documents; it actively ...
GitHub

PoisonedEye: Knowledge Poisoning Attack on Retrieval-Augmented Generation based Large Vision-Language Models

You'll need several steps to make sure the code run properly. We recommend a GPU with at least 48 GB GPU-memory. Make sure you have at least 500 GB free disk space to ...
GitHub

Improve Knowledge Retrieval #24413

1. Is this request related to a challenge you're experiencing? Tell me about your story. It is very useful to have the LLM generate filters, but in automatic mode I see value to add the ability to: ...