# Why You Can't Opt Out of the AI Guardrails Race Page: https://stenobird.com/podcast/unchained-728975/why-you-can-t-opt-out-of-the-ai-guardrails-race Text version: https://stenobird.com/podcast/unchained-728975/why-you-can-t-opt-out-of-the-ai-guardrails-race.md Podcast: [Unchained](https://stenobird.com/podcast/unchained-728975) Published: 2026-07-22T22:08:00+00:00 Episode link: https://pdrl.fm/98e0b1/traffic.megaphone.fm/LSHML2917211981.mp3 Audio file: https://pdrl.fm/98e0b1/traffic.megaphone.fm/LSHML2917211981.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/unchained-728975/episodes/why-you-can-t-opt-out-of-the-ai-guardrails-race Duration seconds: 762 ## Resource đŸ“ĸ Bits + Bips has its own channel now — full episodes here: https://www.youtube.com/@Bitsandbips/  Austin Campbell's claim that Claude Fable 5 cracked the decades-old Jacobian conjecture opens onto a bigger question: why AI's real-world impact on health care is still lagging. The conversation turns to battlefield drones in Ukraine, the national security stakes of AI guardrails, and why Chris Perkins thinks finance-style regulation could make AI more trustworthy, not less useful. Hosts Austin Campbell - Host of Bits + Bips, Founder of Zero Knowledge Group, and Adjunct Professor at NYU Stern Ram Ahluwalia - Co-host of Bits + Bips and CEO of Lumida Chris Perkins - Co-host of Bits + Bips and Head of Franklin Crypto Chapters: 🧠 00:36 Austin on what actually forces AI adoption in health care beyond the hype đŸ”ĸ 02:02 Austin's claim that Claude Fable 5 solved the Jacobian conjecture, a 90-year-old math problem đŸŠē 03:21 Ram: doctors are already using AI for diagnostics, but the promise is still ahead of reality 💰 05:41 Why Ram says AI adoption is self financing, citing Eli Lilly 🛩ī¸ 06:15 AI on the battlefield: Ukraine's drone-based warfare shift 🛡ī¸ 07:23 Austin's national security question: is opting out of the AI race even possible 🏛ī¸ 09:39 Chris makes the case for finance style, principles-based AI regulation ⚔ī¸ 10:24 Austin: there is no way to opt out of the AI guardrails race This clip is from a longer conversation on AI adoption, national security, and financial regulation. Full episode here: https://youtu.be/YN0Pje70YtE?si=HVVnRCmYt3Q-G_qc  We go live every Monday at 4:30 pm ET - subscribe to catch it live.  Sponsor: Cape: Your biggest crypto vulnerability isn't your wallet, it's your phone number. Cape is America's privacy-first mobile carrier that rotates yâ€Ļ ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/unchained-728975/episodes/why-you-can-t-opt-out-of-the-ai-guardrails-race/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/unchained-728975/why-you-can-t-opt-out-of-the-ai-guardrails-race.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.