“AI Safety Has 12 Months Left” by mhdempsey

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Recorded06 Mar 2026

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The past decade of technology has been defined by many wondering what the upper bound of power and influence is for an individual company. The core concern about AI labs is that the upper bound is infinite.[1] This has led investors to direct all of their mindshare towards deploying into AI, the tech industry to become incredibly politically engaged, the markets to have a minimal amount of conviction (and a lot of volatility), and governments to attempt to classify labs as borderline domestic terrorist organizations. The core realization is that we are watching productivity shift from labor to capital. When that completes, lab incentives will permanently transition from appeasing the researchers who build the models to accumulating capital for the shareholders who own them. We must ask what levers of influence are left before that window slams shut.[2] AI Safety is perhaps the last line of defense in this shift. There is roughly a twelve-month window to embed it into technical and social infrastructure before IPOs and competitive dynamics make it permanently impossible. Every mechanism that currently constrains how labs behave besides compute is either already dead or expiring, and what gets built in that window has to survive [...] ---Outline:(01:54) Safety lost the market(03:18) Labor as the last constraint(05:10) Why you cant automate your way out(07:22) Where we are(09:29) Markets will market(11:05) Twelve months...at best The original text contained 11 footnotes which were omitted from this narration. --- First published: March 5th, 2026 Source: https://www.lesswrong.com/posts/rWc6BT8BcoPhwcbSs/ai-safety-has-12-months-left --- Narrated by TYPE III AUDIO. ---Images from the article:Apple Podcasts and Spotify do not show images in the episode description. Try Pocket Casts, or another podcast app.

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