AIOct 5, 2021

The Artificial Scientist: Logicist, Emergentist, and Universalist Approaches to Artificial General Intelligence

arXiv:2110.01831v14 citations
Originality Synthesis-oriented
AI Analysis

This work addresses the foundational challenge of achieving AGI for researchers in artificial intelligence, but it is incremental as it builds on existing theories without presenting new empirical results.

The paper tackles the problem of defining and constructing an Artificial Scientist by exploring and evaluating approaches to artificial general intelligence (AGI), concluding that a unified or hybrid approach is necessary and identifying two theories that partially meet this requirement.

We attempt to define what is necessary to construct an Artificial Scientist, explore and evaluate several approaches to artificial general intelligence (AGI) which may facilitate this, conclude that a unified or hybrid approach is necessary and explore two theories that satisfy this requirement to some degree.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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