Why You Can’t Opt Out of the AI Guardrails Race

2026-07-22

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📢 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 ...

📢 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

🔢 02:02 Austin's claim that Claude Fable 5 solved the Jacobian conjecture, a 90-year-old math problem

🩺 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

🛩️ 06:15 AI on the battlefield: Ukraine's drone-based warfare shift

🛡️ 07:23 Austin's national security question: is opting out of the AI race even possible

🏛️ 09:39 Chris makes the case for finance style, principles-based AI regulation

⚔️ 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

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