# Reward Hacking: Your AI Isn't Broken, But Your Brief Is. Page: https://stenobird.com/podcast/a-beginner-s-guide-to-ai-6564486/reward-hacking-your-ai-isn-t-broken-but-your-brief-is Text version: https://stenobird.com/podcast/a-beginner-s-guide-to-ai-6564486/reward-hacking-your-ai-isn-t-broken-but-your-brief-is.md Podcast: [A Beginner's Guide to AI](https://stenobird.com/podcast/a-beginner-s-guide-to-ai-6564486) Published: 2026-08-03T16:14:29+00:00 Episode link: https://shows.acast.com/beginners-guide-to-ai/episodes/reward-hacking-your-ai-isnt-broken-but-your-brief-is Audio file: https://sphinx.acast.com/p/open/s/6953b9ead0c0aeaf12bcbd70/e/6a70be65c41b8c1d301ec52a/media.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/a-beginner-s-guide-to-ai-6564486/episodes/reward-hacking-your-ai-isn-t-broken-but-your-brief-is Duration seconds: 2022 ## Resource How AI systems learn to satisfy the number you wrote down while quietly abandoning the goal you actually had, and why that failure is a specification problem rather than a technology problem. Hosted on Acast. See acast.com/privacy for more information. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/a-beginner-s-guide-to-ai-6564486/episodes/reward-hacking-your-ai-isn-t-broken-but-your-brief-is/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/a-beginner-s-guide-to-ai-6564486/reward-hacking-your-ai-isn-t-broken-but-your-brief-is.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.