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Early Evidence on AI, Jobs, and Productivity | Harvard CS2881R Lecture 9

Lecture 9 of Harvard CS 2881R brought in OpenAI chief economist Ronnie Chatterji and Stanford's Bharat Chandar. Using ADP payroll data, Chandar showed that workers aged 22–25 in AI-exposed occupations saw a 16% relative employment decline after controlling for firm-level shocks, while experienced workers did not; the adjustment shows up in headcount, not yet in pay. Both speakers kept repeating that aggregate employment shows no mass displacement yet, and that exposure is not replacement. There are no slides: the material is the recording and the reading list.

techguide

Choosing Mac Remote Desktop: Tailscale, Jump Desktop, RustDesk, and Built-in Screen Sharing

No budget needed: Tailscale plus built-in Screen Sharing is free and the most reliable stack for daily remote work on Mac — upgrade to Jump Desktop only if you want it smoother. This guide compares four options and fixes lid-close and sleep pitfalls in 5 minutes.

Claude Code Workflows in Practice: Official Best Practices from Explore to Commit

Anthropic's official Claude Code best practices boil down to one constraint: manage the context window. This post reorganizes their guidance into a working loop — explore, plan mode, implement with a runnable check, verify, commit — plus prompt techniques, when to /clear vs rewind, and the five failure patterns they call out.