On the Limits of End-to-End Foundation Models: Coordination as a Missing Primitive for Artificial General Intelligence

Abstract excerpt

<title>Abstract</title> <p>We argue that scaling end-to-end foundation models alone is unlikely to yield general intelligence, as current architectures lack explicit mechanisms for coordination. We define general intelligence as the ability to flexibly coordinate perception, memory, reasoning, and action across diverse and changing tasks. Under this view, existing models rely on implicit coordination that remains...

Topics

Open a Topic to create a Post that cites this publication.

• Cerebral Cortex
• Chromatin Remodeling and Cancer
• Genetics and Neurodevelopmental Disorders
• Mutation
• Neurofibromatosis and Schwannoma Cases
• Neurons
• Polymorphism, Single Nucleotide
• Transcription, Genetic

Identifiers and source

Literature Corpus work

6741a773-4da4-55cf-81fb-fce1e12cb589

DOI

10.21203/rs.3.rs-9784163/v1