Adventures in Vibecoding Policy

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Can AI replace policy work today? I picked a few ChinaTalk-adjacent questions around immigration, biotech, and Chinese EV imports, and put the models to work, identifying policy levers and building microsites to advocate for ideas.This stupid new green card regulationUSCIS recently announced an idiotic new memo making green card applicants leave the country to do so. Besides separating hundreds of thousands of families, it would force Chinese AI researchers who want to work in America to go back to China, where recent reporting indicated that the Chinese government was taking away passports for top AI talent.Can AI solve this?All I told claude code to do was “make a maga microsite arguing that the latest green card application proposed changes are a terrible idea make it appeal to the trump white house.” I told it to “make it better” a few times and then asked for toggles for this site for five different political viewpoints, from MAGA to progressive.It delivered an absolute gem, now live at FollowedEveryRule.org. Some highlights:Evangelical version:The tech right SKU:And the progressive SKU: Fwiw, OpenAI’s Codex rejects this as a use case：Saving American Biotech with a China TariffI caught up with a Senate staffer who wanted some ideas on how to save the American biotech industry. Some have started to fear that the speed and cost advantages of developing and testing new drugs in China threaten the long term viability of America’s biotech R&D ecosystem. But the one thing Chinese biotech doesn’t have is direct access to the US market, far and away the most lucrative in the w…