As context lengths move into tens and hundreds of thousands of tokens, the key value cache in transformer decoders becomes […]
Category: Editors Pick
DeepSeek AI Researchers Introduce Engram: A Conditional Memory Axis For Sparse LLMs
Transformers use attention and Mixture-of-Experts to scale computation, but they still lack a native way to perform knowledge lookup. They […]
How to Build a Stateless, Secure, and Asynchronous MCP-Style Protocol for Scalable Agent Workflows
In this tutorial, we build a clean, advanced demonstration of modern MCP design by focusing on three core ideas: stateless […]
Google AI Releases MedGemma-1.5: The Latest Update to their Open Medical AI Models for Developers
Google Research has expanded its Health AI Developer Foundations program (HAI-DEF) with the release of MedGemma-1.5. The model is released […]
Anthropic Releases Cowork As Claude’s Local File System Agent For Everyday Work
Anthropic has released Cowork, a new feature that runs agentic workflows on local files for non coding tasks currently available […]
Understanding the Layers of AI Observability in the Age of LLMs
Artificial intelligence (AI) observability refers to the ability to understand, monitor, and evaluate AI systems by tracking their unique metrics—such […]
How to Build a Multi-Turn Crescendo Red-Teaming Pipeline to Evaluate and Stress-Test LLM Safety Using Garak
In this tutorial, we build an advanced, multi-turn crescendo-style red-teaming harness using Garak to evaluate how large language models behave […]
Google AI Releases Universal Commerce Protocol (UCP): An Open-Source Standard Designed to Power the Next Generation of Agentic Commerce
Can AI shopping agents move beyond sending product links and actually complete trusted purchases end to end inside a chat? […]
How This Agentic Memory Research Unifies Long Term and Short Term Memory for LLM Agents
How do you design an LLM agent that decides for itself what to store in long term memory, what to […]
A Coding Guide to Demonstrate Targeted Data Poisoning Attacks in Deep Learning by Label Flipping on CIFAR-10 with PyTorch
In this tutorial, we demonstrate a realistic data poisoning attack by manipulating labels in the CIFAR-10 dataset and observing its […]