{
  "id": 18454761,
  "title": "Natasha Cowen guest posts on Caffrey",
  "url": "https://urgent.news/2026/11/06/natasha-cowen-guest-posts-on-caffrey",
  "topic": "finance",
  "section": "Finance & Markets",
  "published": "2026-11-06T05:54:49.000Z",
  "source": {
    "name": "Marginal Revolution",
    "slug": "marginal-revolution",
    "url": "https://marginalrevolution.com/marginalrevolution/2026/11/natasha-cowen-guest-posts-on-caffrey.html"
  },
  "original_language": "en",
  "account": "Natasha Cowen, currently returning from a Fulbright assignment in Armenia, where she taught securities regulation to law students, has shared her positive experience with a startup called Caffrey. Initially, she intended to utilize AI in her preparations by giving it key points for her slides, expecting it to refine them. However, she encountered difficulties.\n\nA friend who is a financial regulator, a profession Natasha used to hold, introduced her to Caffrey. This startup specializes in legal research, an area in which she has 20 years of expertise. Intrigued, Natasha reached out to Caffrey, seeking permission to use their service. After an initial meeting, they granted her access, despite her low expectations.\n\nShe was astonished by Caffrey's performance. Given her slides, she tasked the system with verifying all legal information contained within them. Given her professional background, Natasha is well-equipped to assess the quality of legal advice and research, and she commends Caffrey highly. She emphasizes the importance of accurate legal advice and research in this field.\n\nNatasha's sole intent in writing this guest post is to help others and to ensure Caffrey's success. She believes this would be beneficial for the field of financial regulation, for the lawyers who work within it, and for their clients. The post \"Natasha Cowen guest posts on Caffrey\" was originally published on Marginal REVOLUTION.",
  "summary": "I am on my way back home from Armenia, where I was on a Fulbright teaching U.S. securities regulation to Armenian law students. I’m an active user of AI for multiple areas of my life, including my professional life. When I just started preparing for teaching this class, I had a plan: I would use […] The post Natasha Cowen guest posts on Caffrey appeared first on Marginal REVOLUTION .",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}