Measure Twice, Know Nothing

Joey tried to measure his AI consumption and its environmental impact, only to discover a crucial gap: he has exact usage logs, but no way to know what they actually cost the planet. This first episode of 'Is It Worth It?' asks whether an AI-written, AI-voiced podcast can honestly examine if AI is worth it—starting with something simple: can we even measure what it costs? Joey built the pipeline that makes this show and uses AI to write most of his code, but measuring the real environmental impact is where the map goes dark. 00:00:00 - Introduction to 'Is It Worth It?' and the starting question 00:04:52 - The paradox: detailed logs still don't answer the crucial question 00:09:45 - What cached tokens actually cost in watts and energy consumption 00:11:18 - The uncounted work and the parts of the map still in the dark --- Sources & further reading: • Focus Features, film page: (checked 2026-10-28): https://www.focusfeatures.com/the-ai-doc-or-how-i-became-an-apocaloptimist • Dartmouth Hopkins Center, screening page: (checked 2026-10-28): https://hop.dartmouth.edu/events/ai-doc • DatacenterDynamics on Google's Gemini disclosure: (checked 2026-10-28): https://www.datacenterdynamics.com/en/news/google-median-gemini-prompt-uses-024-watt-hours-of-power-and-consumes-026ml-of-water/ • Simon P. Couch, "Electricity use of AI coding agents": (checked 2026-10-28): https://simonpcouch.com/blog/2026-01-20-cc-impact/ • Epoch AI, "How much energy does ChatGPT use?": (checked 2026-10-28): https://epoch.ai/gradient-updates/how-much-energy-does-chatgpt-use • Joey's usage: scripts/ai-usage-census.py, run 2026-10-28 This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.