{"type":"post","id":"your-ai-passed-the-test-did-it-answer-e7da89","slug":"your-ai-passed-the-test-did-it-answer-e7da89","title":"Your AI Passed the Test. Did It Answer the Business Question?","description":"Ted Tschopp argues that an AI evaluation can grade an answer as correct while missing whether the evidence supports the business conclusion.","retrieval_nugget":"Ted Tschopp argues that an AI evaluation can grade an answer as correct while missing whether the evidence supports the business conclusion. His cloud-spending example shows why teams need tests for scope, uncertainty and intended meaning—not just for whether a number appears in a source.","published_at":"2026-11-02","updated_at":"2026-11-06","record_date":"2026-11-02","date_kind":"published_at","topics":["anthropic"],"entities":["Ted Tschopp","TIFIN","Anthropic","OpenAI"],"related_patterns":["ai-engineering-evaluations-are-splitting-into-task-specific"],"novelty_label":"new_angle","what_changed":"It shifts AI-evaluation discussion from FAQ questions about references and trace review to whether evaluations establish that an answer is supported and addresses the business task.","prior_refs":[],"source_url":"https://tedt.org/Your-AI-Passed-the-Test","source_urls":["https://tedt.org/Your-AI-Passed-the-Test"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:your-ai-passed-the-test-did-it-answer-e7da89","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/your-ai-passed-the-test-did-it-answer-e7da89/","markdown":"https://newruntime.com/posts/your-ai-passed-the-test-did-it-answer-e7da89.md","json":"https://newruntime.com/posts/your-ai-passed-the-test-did-it-answer-e7da89.json"},"related_shifts":["verification-ownership"],"markdown_url":"https://newruntime.com/posts/your-ai-passed-the-test-did-it-answer-e7da89.md","next_reads":[{"type":"topic","path":"/topics/anthropic/","url":"https://newruntime.com/topics/anthropic/","title":"Anthropic","reason":"Explore the anthropic topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/anthropic.md","json_url":"https://newruntime.com/topics/anthropic.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":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}