Abstract: The learning from intervention (LfI) approach has been proven effective in improving the performance of RL algorithms; nevertheless, existing methodologies in this domain tend to operate ...
Claude Code dynamic workflows are now generally available on all paid plans, including Pro for the first time. The feature writes its own orchestration scripts and coordinates up to 1,000 parallel ...
New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...
Loop engineering is a mindset that goes beyond the 'give instructions to AI every time' approach, focusing instead on 'designing systems where AI repeats tasks, checks, and corrections on its own to ...