Nathan Calvin Comments on Meta AI Transparency Incentives

Nathan Calvin, General Counsel and VP of State Affairs at Encode, a youth-led AI policy nonprofit, posted a comment on X. He described a TechEmails tweet as an unusually frank window into Meta's thinking on why company incentives can point away from transparency or even internal research of product harms. Calvin noted the post's relevance for those considering how to incentivize more transparency around frontier AI development.