Everything about Meta AI

🧭 Start here: a 6-step reading path

1. Read the overview: Meta AIA 5-minute orientation
2. Skim a recent paper: The prevalence and incidence of NAFLD worldwide: a systematic review and meta-analysisInfluential work since 2022
3. Pick up a classic book: Wizard At LargeThe most-reprinted book on the subject
4. Read the landmark paper: Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA StatementCited 59,935 times
5. Go sideways: Meta Superintelligence LabsA closely related topic
6. Go sideways: Muse (language model)A closely related topic

🏆 Landmark papers (most cited)

• Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

  David Moher, Alessandro Liberati, Jennifer Tetzlaff · 2009 · PLoS Medicine · 59,935 citations

• Measuring inconsistency in meta-analyses

  Julian P T Higgins, Simon G Thompson, Jonathan J Deeks · 2003 · BMJ · 54,268 citations

• Bias in meta-analysis detected by a simple, graphical test

  Matthias Egger, George Davey Smith, Martin Schneider · 1997 · BMJ · 50,291 citations

• Meta-analysis in clinical trials

  Rebecca DerSimonian, Nan Laird · 1986 · Controlled Clinical Trials · 34,507 citations

• Quantifying heterogeneity in a meta‐analysis

  Julian P. T. Higgins, Simon G. Thompson · 2002 · Statistics in Medicine · 32,980 citations

• Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

  David Moher, Alessandro Liberati, Jennifer Tetzlaff · 2009 · Annals of Internal Medicine · 23,755 citations

• Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement

  PRISMA-P Group, David Moher, Larissa Shamseer · 2015 · Systematic Reviews · 21,736 citations

• Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement

  D. Moher, A. Liberati, J. Tetzlaff · 2009 · BMJ · 21,204 citations

🆕 Influential since 2022

• The prevalence and incidence of NAFLD worldwide: a systematic review and meta-analysis

  Kiarash Riazi, Hassan Azhari, Jacob H Charette · 2022 · The Lancet Gastroenterology & Hepatology · 2,219 citations

• Dung beetle optimizer: a new meta-heuristic algorithm for global optimization

  Jiankai Xue, Bo Shen · 2022 · The Journal of Supercomputing · 1,757 citations

• Fatigue and cognitive impairment in Post-COVID-19 Syndrome: A systematic review and meta-analysis

  Felicia Ceban, Susan Ling, Leanna M.W. Lui · 2022 · Brain, Behavior, and Immunity · 1,444 citations

• Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer

  Laith Abualigah, Mohamed Abd Elaziz, Putra Sumari · 2022 · Expert Systems with Applications · 1,394 citations

• Global Prevalence of Post-Coronavirus Disease 2019 (COVID-19) Condition or Long COVID: A Meta-Analysis and Systematic Review

  Chen Chen, Spencer R Haupert, Lauren Zimmermann · 2022 · The Journal of Infectious Diseases · 1,218 citations

📚 Books worth reading

• Wizard At LargeTerry Brooks · 1988
• The AI ConEmily M. Bender, Alex Hanna · 2025
• 📕Aesthetic Clinic Marketing in the Digital AgeWendy Lewis · 2017
• 📕CSS3 and SVG with Meta AIOswald CAMPESATO · 2024
• 📕MetasurfacesWeiming Zhu, Ai-Qun Liu · 2023
• Aesthetic Clinic Marketing in the Digital EraWendy Lewis · 2023
• 📕Istoria tōn Ioniōn nēsōnGerasimos E. Maurogiannēs · 1984
• 📕Tra Amalfi, Salerno e Paestum a metà dell'OttocentoMaurizio Apicella · 2005

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

• Meta Superintelligence Labs Meta Superintelligence Labs (MSL) is an American artificial intelligence division of Meta Platforms, headquartered in Menlo Park, California, founded in…
• Muse (language model) Muse is a large language model (LLM) family developed by Meta through its Meta Superintelligence Labs (MSL) since April 2026. It is the successor to Meta's…
• Lists of open-source artificial intelligence software These lists include projects which release their software under open-source licenses and are related to artificial intelligence projects. These include…
• Llama (language model) Llama ("Large Language Model Meta AI" serving as a backronym) was a family of large language models (LLMs) released by Meta AI from February 2023 to April…
• Open weights Open weights are the publicly released learned parameters of a trained artificial intelligence model, principally its weights and biases. In an artificial…
• Open-source artificial intelligence Open-source artificial intelligence, as defined by the Open Source Initiative, is an AI system that is freely available to use, study, modify, and share…
• Superintelligence A superintelligence is a hypothetical agent that possesses intelligence far surpassing that of the most gifted human minds. Philosopher Nick Bostrom defined…
• Yann LeCun Yann André Le Cun (/ləˈkʌn/ lə-KUN; French: [ləkœ̃]; usually spelled LeCun; born 8 July 1960) is a French-American computer scientist working in the fields…