Tag: Georgios Mappouras

Monkey wearing glasses is sitting at a desk with a laptop. The monkey appears to be working on the laptop, possibly typing or browsing the internet. Concept of humor and playfulness

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Georgios Mappouras
Date
June 29, 2026

Categorized
Artificial general intelligence (AGI), Information Theory, Probability

Tagged
Algorithmic novelty, functional information, Georgios Mappouras, Infinite monkeys theorem}

That Monkey Cannot Even Find Shakespeare!

_{When it comes to randomly typing out the complete works of Shakespeare, time is not the monkey’s problem; information is} _{Georgios Mappouras
June 29, 2026

5

Artificial general intelligence (AGI), Information Theory, Probability}

Instead of asking whether a system can imitate human behavior, the relevant question is whether it can generate new functional information.

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.

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Georgios Mappouras
Date
June 15, 2026

Categorized
Artificial Intelligence, Large Language Models (LLMs)

Tagged
Algorithmic novelty, Chess engines, Evolutionary algorithms, Georgios Mappouras, 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.

Clarifying complex ideas theme with light bulb - Flat lay

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News
Date
October 8, 2025

Categorized
Artificial general intelligence (AGI), Creativity, Human exceptionalism

Tagged
Creativity as non-algorithmic, Flash of genius concept, Georgios Mappouras, Lovelace test, Robert J. Marks, Turing Test (and chatbots)}

Podcast: The Challenge of Proving Creativity in AI

_{AI researcher Mappouras discusses the limitations of the Lovelace test for AI creativity with host Robert Marks} _{News
October 8, 2025

6

Artificial general intelligence (AGI), Creativity, Human exceptionalism}

Mappouras doesn’t rule out creativity in machines; he wants to develop a test that could recognize it.

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News
Date
September 20, 2025

Categorized
Artificial general intelligence (AGI), Creativity

Tagged
Flash of genius concept, François Chollet, General Intelligence Threshold, Georgios Mappouras, pattern recognition, Robert J. Marks, Turing Test 2.0}

Podcast: A New Test to Measure Understanding in AI Models

_{The Turing Test 2.0 is based on the view that intelligence is the ability to extract new knowledge from existing information and apply it consistently across time and context} _{News
September 20, 2025

6

Artificial general intelligence (AGI), Creativity}

The Turing Test 2.0 mirrors the way good teachers test students — not asking for memorized answers but for concepts to be applied in unfamiliar situations.

Futuristic and conceptual image representing smart integration, featuring the letters 'AI' stylized in a high-tech font, surrounded by intricate circuit connections, advanced artificial intelligence

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News
Date
September 13, 2025

Categorized
Artificial general intelligence (AGI), Artificial Intelligence

Tagged
Chinese Room experiment, General Intelligence Threshold, Georgios Mappouras, Turing Test 2.0}

Measuring Machine Intelligence Using Turing Test 2.0

_{Podcast: Georgios Mappouras’s updated approach asks whether machines can go beyond imitation to produce new knowledge} _{News
September 13, 2025

6

Artificial general intelligence (AGI), Artificial Intelligence}

Mappouras’s General Intelligence Threshold offers a test question: Can the system generate insights that were not directly programmed into it?