Author name: Yashraj Behera

Artificial Intelligence, google, llm, Machine Learning, Technology

AI Memory Down From 42GB to 7GB. Here’s What Google’s TurboQuant Actually Did.

Yashraj Behera / May 9, 2026

Google’s TurboQuant compresses LLM memory by 6x with zero accuracy loss. Here’s what that actually means for your infrastructure bill — and what to do about it today.Image generated by AIIf you’ve ever tried to self-host a large language model, you’ve …

ai-agent, Artificial Intelligence, llm, Machine Learning, software-engineering

Your AI Agent Passes Your Evals.

Yashraj Behera / May 8, 2026

Your AI Agent Passes Your Evals. It Will Still Break in Production. Here’s What I’ve Learned About the Gap.Evaluation isn’t a benchmark problem. It’s an autonomy problem. And the further you push autonomy, the more the gap between “passes evals” and “w…