MarkTechPost - 2026-07-12 ​
2 items collected.
1. Guide to Loop Engineering: How ‘autoresearch’ and ‘Bilevel Autoresearch’ Turn AI Agents Into Autonomous Machine Learning ML Research Loops ​
Author: Asif Razzaq
Published: 7/12/2026, 8:07:02 PM
Categories: Agentic AI, AI Infrastructure, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine Learning, New Releases, Staff, Technology
Most people still use AI like a 2015 search box. You type, you read, you type again. A newer pattern replaces that manual back-and-forth with a loop. This guide explains loop engineering using two verified artifacts. The sources are Andrej Karpathy’s autoresearch repository and the Bilevel Aut...
2. Mira Murati’s Thinking Machines Lab Makes The Technical Case For Human-Centered AI Built On Customizable Model Weights ​
Author: Asif Razzaq
Published: 7/12/2026, 12:46:13 AM
Categories: AI Shorts, Editors Pick, New Releases, Software Engineering, Staff, Tech News, Technology
Thinking Machines Lab published "The Future Worth Building Is Human." The essay frames human participation, model ownership, and decentralized alignment as technical challenges. It ties them to interaction models and Tinker's LoRA fine-tuning, where teams train and keep their own model weights. The ...