AI
Matt Ross and
AI
Matt Ross and
The shift described represents a fundamental change in the "architecture" of how creative value is captured, moving from individual products to entire intellectual ecosystems.
1. Traditional Publishing: The Book as a Unit of Sale
In the traditional model, the goal was to produce a singular, high-quality product—the book. Success was measured by the
... See moreI kinda feel like fuck this shit. We’re keeping the em dash. How about AI has to use something else. Or better yet, who cares if AI uses em dashes.
Through extensive experimentation across diverse puzzles, we show that frontier LRMs face a complete accuracy collapse beyond certain complexities. Moreover, they exhibit a counter-intuitive scaling limit: their reasoning effort increases with problem complexity up to a point, then declines despite having an adequate token budget. By comparing LRMs
... See moreThe Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity