The Atlantic ran a sharp piece this week on Hulu's The Testaments, the Handmaid's Tale sequel, reading it as a skeptical take on tradwife culture. The show's Gilead is essentially tradwife ideology at scale, a system that presents domesticity as voluntary while making exit impossible. The same week, a paper from arXiv, "Political Neutrality as Balanced Approval" by Jonathan Stray et al., ran a large-scale human evaluation of how AI systems handle politically charged content. Their finding: what counts as neutral is itself a contested political question. You cannot define balance without already having a position. Gilead had the same problem. It called itself a corrective.
The Neutral Is Always Positioned
The Testaments is smart about this. Margaret Atwood's sequel is interested in how ideology reproduces itself through people who believe they are operating rationally within a system. The tradwife aesthetic, which The Atlantic connects to Gilead's visual language, works because it presents constraint as choice. Stray et al.'s paper finds that AI political neutrality faces an identical structural trap: any operationalization of "balance" imports assumptions about what the relevant poles are, who defines them, and which framings count as extreme. A 2023 paper in AI and Society by Floridi et al. made the related point that value alignment in AI systems cannot be separated from the political economy of who builds and deploys them. The system that calls itself neutral is almost always positioned.
Cultural Production as Alignment Research
This is where the synthesis gets interesting. Television like The Testaments is doing applied alignment research in narrative form: running the scenario forward to see what a values system looks like when it scales. Atwood has been doing this since 1985. AI labs are doing it now with RLHF and constitutional AI. The methods are different but the question is the same: whose values, and who checks the checker? TurboFund's map of seed-stage AI investors shows the field increasingly splitting between alignment-focused and capability-focused funds, a divide that is, at bottom, the same argument The Testaments is having with tradwife culture on streaming television this week.