Tag: Algorithmic novelty

LLM, AI Large Language Model concept. Businessman use tablet and laptop with LLM icons. A language model distinguished by its general-purpose language generation capability. Chat AI.

^{Type
post

Georgios Mappouras
Date
June 15, 2026

Categorized
Artificial Intelligence, Large Language Models (LLMs)

Tagged
Algorithmic novelty, Chess engines, Evolutionary algorithms, Horizontal innovation}

Horizontal Innovation Requires More Than Novel Outputs

_{Current AI systems excel at producing output novelty, but I do not believe they demonstrate algorithmic novelty} _{Georgios Mappouras
June 15, 2026

5

Artificial Intelligence, Large Language Models (LLMs)}

LLMs’ impressive outputs demonstrate the effectiveness of the algorithms; they do not demonstrate that the AI has invented new computational methods.