Why a swarm of AI agents is the hardest thing this series has tried to tame

The most useful thing I learned building this: if you want an image model to work well with text,...

Grouped Value Attention slashes transformer KV memory by roughly 45 % without hurting benchmark...

An agentic fraud investigator on TigerGraph: GSQL, GraphRAG, MCP, and a deterministic policy core the LLM cannot touch.

Agents report success for actions that never happened — no error, clean trace, and every...

For the TigerGraph Hacker House Goa challenge we built an agent that works fraud alerts the way an...

I can write code faster today than I could a few years ago. AI can explain an unfamiliar...

Modern personal computers are becoming heterogeneous computing systems. A single machine may now...

Perplexity retires Sonar on Sunday and Appsmith shuts down its managed AI plugin three days later. Here is how to find out if you are exposed in 15 minutes.

Today we're launching LemonBeam, an open-source tool that scans a public GitHub repository and...

Parsing a recommendation out of an LLM's prose is a fragile interface. Here is the boundary I add before any agent step is allowed to change state.