mlsanityData to 7 Oct 2026

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

arXiv 2110.01831 ↗First posted 5 Oct 2021cs.AIcited by 3

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Abstract (arXiv)

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.

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). Builds on 4 of its 26 references that are in the map. First posted on arXiv 5 Oct 2021.

Builds on

4 of 26 references.

References · 4

  1. 2018Symbol Emergence in Cognitive Developmental Systems: a Surveycited by 39
  2. 2015Symbol Emergence in Robotics: A Surveycited by 31
  3. 2019Making sense of sensory inputcited by 29
  4. 2021Symbol Emergence and The Solutions to Any Taskcited by 9

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Cited by year

Citing papers per year: 2022: 1; 2023: 0; 2024: 0; 2025: 2.

3 papers.

  1. 2022Computable Artificial General Intelligencecited by 6
  2. 2025What the F*ck Is Artificial General Intelligence?cited by 0
  3. 2025Hamiltonian Formalism for Comparing Quantum and Classical Intelligencecited by 0