{"type":"post","id":"uw-full-stack-data-lab-publishes-five-principles-c0def1","slug":"uw-full-stack-data-lab-publishes-five-principles-c0def1","title":"UW Full Stack Data Lab publishes five principles for making bulk AI-generated text readable","description":"The University of Washington’s Full Stack Data Lab has published a five-principle checklist for making bulk AI-generated text easier to scan.","retrieval_nugget":"The University of Washington’s Full Stack Data Lab has published a five-principle checklist for making bulk AI-generated text easier to scan. For teams building agent interfaces, the point is practical: generated session titles, dashboard cards, and summaries need a consistent information design so humans can review them quickly.","published_at":"2026-10-29","updated_at":"2026-10-29","record_date":"2026-10-29","date_kind":"published_at","topics":["claude","claude-code","codex"],"entities":["Full Stack Data Lab","University of Washington","Shreya Shankar","Claude Code","Codex","Notion AI","Perplexity Discover"],"related_patterns":["verification-bandwidth-is-the-scarce-resource"],"novelty_label":"new_fact","what_changed":"Full Stack Data Lab published five practical principles for making bulk AI-generated text easier to scan; none of the archive documents covers this guidance.","prior_refs":[],"source_url":"https://fsdatalab.github.io/blog/agent-text-at-scale","source_urls":["https://fsdatalab.github.io/blog/agent-text-at-scale"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:uw-full-stack-data-lab-publishes-five-principles-c0def1","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/uw-full-stack-data-lab-publishes-five-principles-c0def1/","markdown":"https://newruntime.com/posts/uw-full-stack-data-lab-publishes-five-principles-c0def1.md","json":"https://newruntime.com/posts/uw-full-stack-data-lab-publishes-five-principles-c0def1.json"},"next_reads":[{"type":"topic","path":"/topics/claude/","url":"https://newruntime.com/topics/claude/","title":"Claude","reason":"Explore the claude topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude.md","json_url":"https://newruntime.com/topics/claude.json"},{"type":"topic","path":"/topics/claude-code/","url":"https://newruntime.com/topics/claude-code/","title":"Claude Code","reason":"Explore the claude-code topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude-code.md","json_url":"https://newruntime.com/topics/claude-code.json"},{"type":"topic","path":"/topics/codex/","url":"https://newruntime.com/topics/codex/","title":"Codex","reason":"Explore the codex topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/codex.md","json_url":"https://newruntime.com/topics/codex.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}