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All You Need Is Symmetry: Continuous Geometric Intelligence to Break the Attention Dead End

Year: 2026

Type: preprint

Abstract: Proof of Concept:The modern artificial intelligence industry is caught in a brute-forcedead end. Many AI experts insist that intelligence is an emergentbyproduct of autoregression and advanced statistics, requiring tens ofthousands of networked accelerators, dedicated multi-megawatt datacenters, and trillions of scraped web tokens just to synthesize the ap-pearance of human intellect. We are building digital steam engines:massive, thermodynamically inefficient, and forced into compliance byraw scale.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.24020115

Author: Wiley, Christopher

Language: English

Topic: Artificial Intelligence Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7225378508

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