====== Artificial General Intelligence (AGI) ======

===== Overviews =====
   * [[https://arxiv.org/pdf/2405.10313|Feng et al 2024 - How Far Are We From AGI: Are LLMs All We Need?]]

===== Papers =====
  * [[https://citeseerx.ist.psu.edu/document?repid=rep1&type=pdf&doi=81fe61636a020b5b3aea9586550ffffbe9ea2c67|Hart & Goertzel 2008 - OpenCog: A Software Framework for Integrative Artificial General Intelligence]]
  * [[https://zoo.cs.yale.edu/classes/cs671/12f/12f-papers/adams-agi-landscape.pdf|Adams et al 2012 - Mapping the Landscape of Human-Level Artificial General Intelligence]] Good overview from 2012
  * [[https://arxiv.org/pdf/2208.12852|Michael et al 2022 - What Do NLP Researchers Believe? Results of the NLP Community Metasurvey]] (Contains questions about AGI)
  * [[https://arxiv.org/pdf/2402.03962|Altmeyer et al 2024 - Position: Stop Making Unscientific AGI Performance Claims]]
  * [[https://arxiv.org/pdf/2405.10313|Feng et al 2024 - How Far Are We From AGI: Are LLMs All We Need?]]
  * [[https://arxiv.org/pdf/2502.03689|Blili-Hamelin et al 2025 - Stop treating ‘AGI’ as the north-star goal of AI research]]
===== Safety =====
  * [[https://gcrinstitute.org/papers/033_agi-survey.pdf|Baum et al 2017 - A Survey of Artificial General Intelligence Projects for Ethics, Risk, and Policy]]
  * [[https://arxiv.org/pdf/1805.01109|2018 - AGI Safety Literature Review]]

===== Benchmarks =====
  * **Historical**
    * (Historical attempts for tests for AGI)
    * [[https://arxiv.org/pdf/1502.05698|Weston et al 2015 - Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks]]
  * [[https://arxiv.org/pdf/2304.06364|Zong et al 2023 - AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models]] This paper has > 300 citations (as of 2025) and was accepted to ACL Findings.  I can't believe our crappy review process.
  * Humanity's Last Exam
  * ARC-AGI-2 (2025): [[https://arxiv.org/pdf/2505.11831|paper]], [[https://arcprize.org/blog/announcing-arc-agi-2-and-arc-prize-2025|website]]

===== Related Pages =====
  * [[Alignment]]
  * [[LLM Safety]]