… Automation encompasses interaction patterns focused on task completion: Directive: Users give Claude a task and it completes it with minimal back-and-forth; Feedback Loops: Users automate tasks and provide feedback to Claude as needed; Augmentation focuses on collaborative interaction patterns: Lea… …
… The designers were like ‘wait, you did this?’ I said “No, Claude did this - I just prompted it.’” Engineers report “becoming more full-stack… I can very capably work on front-end, or transactional databases, or API code, where previously I would've been scared to touch stuff I'm less of an expert o… …
… An overview of approaches for understanding AI agent performance Method Pros Cons Automated evals Running tests programmatically without real users Faster iteration Fully reproducible No user impact Can run on every commit Tests scenarios at scale without requiring a prod deployment Requires more u… …
… We welcome feedback on this agenda, and will revise it in light of what we learn through our conversations. …
… In all cases, the impact is flat or negative meaning that unemployment decreases for the exposed group . …