cognitive science
Beyond Market Intelligence keeps cognitive science in one place: 2 stories so far. The section currently leads with “Simulators, Video Generators, and the True Promise of World Models” and “Exploring the gap between AI benchmarks and meaningful progress”. The question of what actually counts as a world model is a good one, especially when the term gets stretched to cover video generators and physics engines. A $25,000 grand prize went to a submission that looks less like cognitive science and more like a numbers salad. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every cognitive science story on Beyond Market Intelligence, newest first.
Simulators, Video Generators, and the True Promise of World Models
The question of what actually counts as a world model is a good one, especially when the term gets stretched to cover video generators and physics engines. A simulator might be a component, but it often relies on hand-crafted rules rather than learned representations. That distinction matters. If we accept that a world model must learn its understanding from data, then an ML fluid simulator might qualify, while a traditional engine might not.
Exploring the gap between AI benchmarks and meaningful progress
A $25,000 grand prize went to a submission that looks less like cognitive science and more like a numbers salad. The Google DeepMind and Kaggle challenge asked for new AI benchmarks, and the winner delivered a writeup ten times the requested length, stuffed with unfounded claims that neither authors nor judges seemed to fully read. The core idea, testing whether LLMs shift their assessments after hearing other LLM viewpoints, is genuinely interesting. But the execution reads as vibes over rigor. The organizers call it subjectivity.