AI models that simulate internal debate dramatically improve accuracy on complex tasks

A new study reveals that top models like DeepSeek-R1 succeed by simulating internal debates. Here is how enterprises can harness this "society of thought" to build more robust, self-correcting agents.

Why World Models Like Google’s Project Genie Work

Google's Genie generates infinite interactive worlds from text. The secret? AI models compress reality's rules into ...
InfoQ

Google DeepMind Introduces ATLAS Scaling Laws for Multilingual Language Models

Google DeepMind researchers have introduced ATLAS, a set of scaling laws for multilingual language models that formalize how ...

Understanding the Diffusion of Innovations Theory with Examples

Explore how the diffusion of innovations theory aids in developing marketing strategies for new products and increasing market share through five key steps.
eLife

Human brain dynamics and spatiotemporal trajectories during threat processing

Intrinsic neural attractors and extrinsic environmental inputs jointly steer the dynamic trajectories of brain activity ...
Nature

Network models articles from across Nature Portfolio

Network models are a computer architecture, implementable in either hardware or software, meant to simulate biological populations of interconnected neurons. These models, also known as perceptrons or ...