AI Methods

18 Items

Methods toward more powerful AI, within the higher-level category of AI architecture. Not safety methods SM.

All Items

  • AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges

    Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee
    DOI: https://doi.org/10.70777/si.v2i3.15161
  • America's AI Action Plan Winning the Race

    Office of Science and Technology Policy (OSTP)
    DOI: https://doi.org/10.70777/si.v2i5.15507
  • Brief analysis of DeepSeek R1 and its implications for Generative AI

    Sarah Mercer, Samuel Spillard, Daniel P. Martin
    DOI: https://doi.org/10.70777/si.v2i1.11097
  • Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents

    Jenny Zhang, Shengran Hu, Cong Lu, Robert Lange, Jeff Clune
    DOI: https://doi.org/10.70777/si.v2i3.15063
  • Highlights of the Issue: Singapore Consensus – Safety Technology In Progress

    Kris Carlson
    DOI: https://doi.org/10.70777/si.v2i5.15525
  • International Al Safety Report: First Key Update Capabilities and Risk Implications

    Yoshua Bengio, Benjamin Bucknall, Stephen Clare, Carina Prunkl, Maksym Andriushchenko, Philip Fox, Tiancheng Hu, Cameron Jones, Sam Manning, Nestor Maslej, Vasilios Mavroudis, Conor McGlynn, Malcolm Murray, Shalaleh Rismani, Charlotte Stix, Lucia Velasco, Nicole Wheeler, Daniel Privitera, Sören Mindermann, Daron Acemoglu, Thomas G. Dietterich, Fredrik Heintz, Geoffrey Hinton, Nick Jennings, Susan Leavy, Teresa Ludermir, Vidushi Marda, Helen Margetts, John McDermid, Jane Munga, Arvind Narayanan, Alondra Nelson, Clara Neppel, Sarvapali D. (Gopal) Ramchurn, Stuart Russell, Marietje Schaake, Bernhard Schölkopf, Alvaro Soto, Lee Tiedrich, Gaël Varoquaux, Andrew Yao, Ya-Qin Zhan
    DOI: https://doi.org/10.70777/si.v2i6.16253
  • LLM Security: Vulnerabilities, Attacks, Defenses, and Countermeasures

    Franciso Aguilera-Martinez, Fernando Berzal
    DOI: https://doi.org/10.70777/si.v2i2.14441
  • Pathways to Short Transformative AI Timelines Chapter 3: Short TAI timeline scenarios

    Zershaaneh Qureshi
    DOI: https://doi.org/10.70777/si.v2i1.13603
  • Responsible Agentic Reasoning and AI Agents: A Critical Survey Proposal for Safe Agentic AI via Responsible Reasoning AI Agents (R2A2)

    Shaina Raza, Ranjan Sapkota, Manoj Karkee, Christos Emmanouilidis
    DOI: https://doi.org/10.70777/si.v2i6.16169
  • Review: Large language Model-Powered AI Systems Achieve Self-Replication with No Human Intervention Xudong Pan (潘旭东), Jiarun Dai† (戴嘉润), Yihe Fan (范一禾), Minyuan Luo (罗铭源), Changyi Li (李长艺), Min Yang∗ (杨珉)

    Kris Carlson
    DOI: https://doi.org/10.70777/si.v2i2.14607
  • Review: Large Language Models Pass the Turing Test Cameron R. Jones and Benjamin K. Bergen

    Kris Carlson
    DOI: https://doi.org/10.70777/si.v2i2.14697
  • Superintelligent Agents Pose Catastrophic Risks: Can Scientist AI Offer a Safer Path?

    Yoshua Bengio, Michael Cohen, Damiano Fornasiere, Joumana Ghosn, Pietro Greiner, Matt MacDermott, Soren Mindermann, Adam Oberman, Jesse Richardson, Oliver Richardson, Marc-Antoine Rondeau, Pierre-Luc St-Charles, David Williams-King
    DOI: https://doi.org/10.70777/si.v2i5.15569
  • The Asymptotic Intelligence Thesis: Rethinking the Ceiling of AGI Cognition

    Jeffrey E. Arle, MD, PhD, FAANS, FCNS
    DOI: https://doi.org/10.70777/si.v2i6.16255
  • The Illusion of Thinking Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

    Parshin Shojaee , Iman Mirzadeh, Keivan Alizadeh, Maxwell Horton, Samy Bengio, Mehrdad Farajtabar
    DOI: https://doi.org/10.70777/si.v2i6.15919
  • The Singapore Consensus on Global AI Safety Research Priorities Building a Trustworthy, Reliable and Secure AI Ecosystem

    Yoshua Bengio, Max Tegmark, Stuart Russell, Dawn Song, Sören Mindermann, Lan Xue, Stephen Casper, Luke Ong, Vanessa Wilfred, Tegan Maharaj, Wan Sie Lee, Ya-Qin Zhang
    DOI: https://doi.org/10.70777/si.v2i5.15503
  • Thinking Isn’t an Illusion Overcoming the Limitations of Reasoning Models via Tool Augmentations

    Zhao Song, Song Yue, Jiahao Zhang
    DOI: https://doi.org/10.70777/si.v2i6.15961
  • Timeline to Artificial General Intelligence 2025 – 2030+ A prediction of how AI will progress, year by year. Updated Oct 30, 2025.

    Gil Syswerda
    DOI: https://doi.org/10.70777/si.v2i6.16375
  • Why Today’s Humanoids Won’t Learn Dexterity

    Rodney Brooks
    DOI: https://doi.org/10.70777/si.v3i3.17351