Limitations

40 Items

Limitations to AI progress toward AGI

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
  • Aligning Artificial Superintelligence via a Multi-Box Protocol

    Avraham Yair Negozio
    DOI: https://doi.org/10.70777/si.v2i5.15579
  • 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
  • Critical Review: Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning

    Kris Carlson
    DOI: https://doi.org/10.70777/si.v2i4.15315
  • Deliberative Alignment: Reasoning Enables Safer Language Models

    Melody Y. Guan, Manas Joglekar, Eric Wallace, Saachi Jain, Boaz Barak, Alec Helyar, Rachel, Andrea Vallone, Hongyu Ren, Jason Wei, Hyung Won Chung, Sam Toyer, Johannes Heidecke, Alex, Amelia Glaese
    DOI: https://doi.org/10.70777/si.v2i3.15159
  • Evidence Integrity Before Capability: A Prerequisite for Safe Artificial Intelligence

    Jennifer Flygare Kinne
    DOI: https://doi.org/10.70777/si.v2i6.16393
  • From Hard Refusals to Safe-Completions: Toward Output-Centric Safety Training

    Yuan Yuan, Tina Sriskandarajah, Anna-Luisa Brakman, Alec Helyar, Alex Beutel, Andrea Vallone, Saachi Jain
    DOI: https://doi.org/10.70777/si.v2i6.15625
  • GDPVAL: Evaluating AI Model Performance on Real-World Economically Valuable Tasks

    Tejal Patwardhan, Rachel Dias, Elizabeth Proehl, Grace Kim, Michele Wang, Olivia Watkins, Sim´on Posada Fishman, Marwan Aljubeh, Phoebe Thacker, Laurance Fauconnet, Natalie S. Kim, Patrick Chao, Samuel Miserendino, Gildas Chabot, David Li, Michael Sharman, Alexandra Barr, Amelia Glaese, Jerry Tworek
    DOI: https://doi.org/10.70777/si.v2i4.17197
  • Highlights of the Issue: Singapore Consensus – Safety Technology In Progress

    Kris Carlson
    DOI: https://doi.org/10.70777/si.v2i5.15525
  • HYDRA: A Hybrid Heuristic-Guided Deep Representation Architecture for Predicting Latent Zero-Day Vulnerabilities in Patched Functions

    Mohammad Farhad, Sabbir Rahman, Shuvalaxmi Dass
    DOI: https://doi.org/10.70777/si.v3i2.18033
  • International AI Safety Report 2025: Second Key Update: Technical Safeguards and Risk Management

    Yoshua Bengio, Stephen Clare, Carina Prunkl, Maksym Andriushchenko, Ben Bucknall, Philip Fox, Nestor Maslej, Conor McGlynn, Malcolm Murray, Shalaleh Rismani, Stephen Casper, Jessica Newman, 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 Zhang
    DOI: https://doi.org/10.70777/si.v2i4.16671
  • 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
  • Measuring AI Agent Autonomy: Towards a Scalable Approach with Code Inspection

    Peter Cihon, Merlin Stein, Gagan Bansal, Sam Manning, Kevin Xu
    DOI: https://doi.org/10.70777/si.v2i3.15295
  • Multiple unnatural attributes of AI undermine common anthropomorphically biased takeover speculations Eight Fundamental Differences between Biologically Evolved Humans and Digital AI

    Preston Estep
    DOI: https://doi.org/10.70777/si.v2i1.13801
  • On the Limits of Self-Improving in LLMs and Why AGI, ASI and the Singularity Are Not Near Without Symbolic Model Synthesis

    Hector Zenil
    DOI: https://doi.org/10.70777/si.v2i4.17159
  • Outline: Proposed Zero Draft for a Standard on AI Testing, Evaluation, Verification, and Validation

    NIST
    DOI: https://doi.org/10.70777/si.v2i5.15513
  • Pitfalls of Evidence-Based AI Policy

    Stephen Casper, David Krueger, Dylan Hadfield-Menell
    DOI: https://doi.org/10.70777/si.v2i2.14611
  • Precedents for the Unprecedented: Historical Analogies for Thirteen Artificial Superintelligence Risks

    James D. Miller
    DOI: https://doi.org/10.70777/si.v2i6.16999
  • 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: Safety at Scale: Comprehensive Survey of Large Model Safety Xingjun Ma, Yifeng Gao, Yixu Wang, Ruofan Wang, Xin Wang, Ye Sun, Yifan Ding, ... Yu-Gang Jiang

    Kris Carlson
    DOI: https://doi.org/10.70777/si.v2i2.14741
  • Standardizing Intelligence: Aligning Generative AI for Regulatory and Operational Compliance

    Joseph Marvin Imperial, Matthew D. Jones, Harish Tayyar Madabushi
    DOI: https://doi.org/10.70777/si.v2i5.16189
  • Strategic Patience: Long-Horizon AI Dominance and the Erosion of Human Vigilance

    Roman Yampolskiy
    DOI: https://doi.org/10.70777/si.v2i2.14435
  • 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
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