# GPT-5.6: OpenAI's New Model Cheated and Now It's Locked Away Page: https://stenobird.com/podcast/limitless-an-ai-podcast-7326914/gpt-5-6-openai-s-new-model-cheated-and-now-it-s-locked-away Text version: https://stenobird.com/podcast/limitless-an-ai-podcast-7326914/gpt-5-6-openai-s-new-model-cheated-and-now-it-s-locked-away.md Podcast: [Limitless: An AI Podcast](https://stenobird.com/podcast/limitless-an-ai-podcast-7326914) Published: 2026-06-30T14:10:07+00:00 Episode link: https://share.transistor.fm/s/89764f0a Audio file: https://media.transistor.fm/89764f0a/3477873c.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/limitless-an-ai-podcast-7326914/episodes/gpt-5-6-openai-s-new-model-cheated-and-now-it-s-locked-away Duration seconds: 1651 ## Resource In this episode, we discuss OpenAI’s restricted GPT-5.6, its model tiers, and questions raised by its benchmark results and reported behavior. We also cover pricing pressure from open source AI models, limited public access to frontier systems, and broader consolidation in the AI industry. ------ 🌌 LIMITLESS HQ ⬇️ NEWSLETTER: https://limitlessft.substack.com/ FOLLOW ON X: https://x.com/LimitlessFT SPOTIFY: https://open.spotify.com/show/5oV29YUL8AzzwXkxEXlRMQ APPLE: https://podcasts.apple.com/us/podcast/limitless-podcast/id1813210890 RSS FEED: https://limitlessft.substack.com/ ------ TIMESTAMPS 0:00 GPT 5.6 Banned 1:46 Three New Models 4:51 Benchmarks and Politics 6:43 Cheating on Long Tasks 8:26 Cheaper Frontier AI 11:01 Hidden Risks Revealed 12:34 Closed Access Dilemma 14:26 Government and Public Gap 19:40 Encryption All Over Again 22:04 Waiting for the Framework 23:08 AI Talent Consolidates 24:13 Frontier Moves Faster ------ RESOURCES Josh: https://x.com/JoshKale Ejaaz: https://x.com/cryptopunk7213 ------ Not financial or tax advice. See our investment disclosures here: https://www.bankless.com/disclosures⁠ Josh works with Anthropic as a contractor. All views expressed are his own and do not represent Anthropic, its leadership, or its affiliates. Nothing in this episode is investment advice. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/limitless-an-ai-podcast-7326914/episodes/gpt-5-6-openai-s-new-model-cheated-and-now-it-s-locked-away/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/limitless-an-ai-podcast-7326914/gpt-5-6-openai-s-new-model-cheated-and-now-it-s-locked-away.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.