Stanford Tech Review
Can a Document Parser Teach Itself? Inside OXR's RSI Loop
News

Can a Document Parser Teach Itself? Inside OXR's RSI Loop

SoMarkAI's OXR document parser is post-trained with a recursive self-improvement loop that finds hard samples and generates its own training data. How the loop works and what it leaves open.

By Priya Raman · November 11, 2026

Anthropic S-1: The 7 Founders Who Control 50.1% of the Vote
Analysis

Anthropic S-1: The 7 Founders Who Control 50.1% of the Vote

Anthropic's S-1 gives one Class F share with 50.1% of the vote to a Founder LLC of seven: Dario Amodei, Daniela Amodei, Tom Brown, Jack Clark, Jared Kaplan, Sam McCandlish and Chris Olah. Ben Mann is out.

Jordan Wells · October 27, 2026