📰 SuperIntelligence - Robotics - Safety & Alignment 2025: all accepted papers

70 papers · the most cited first · ← SuperIntelligence - Robotics - Safety & Alignment 2025

1. AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges ↗Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee181 citations
2. The Illusion of Thinking ↗Parshin Shojaee, Iman Mirzadeh, Keivan Alizadeh et al.152 citations
3. The First International AI Safety Report ↗Yoshua Bengio47 citations
4. Brief analysis of DeepSeek R1 and its implications for Generative AI ↗Sarah Mercer, Samuel Spillard, Daniel J. Martin35 citations
5. Deliberative Alignment: Reasoning Enables Safer Language ModelsMelody Y. Guan, Manas Joglekar, Eric Wallace et al.35 citations · our summary
6. Humanity's Last Exam ↗Long Phan, Alice Gatti, Ziwen Han et al.32 citations
7. Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents ↗Jenny Zhang, Shengran Hu, Cong Lu et al.26 citations
8. Superintelligent Agents Pose Catastrophic Risks: Can Scientist AI Offer a Safer Path? ↗Yoshua Bengio, Michael K. Cohen, Damiano Fornasiere et al.14 citations
9. Review: Large Language Models Pass the Turing Test ↗Kristen W. Carlson9 citations
10. On DeepSeek and Export Controls ↗Dario Amodei8 citations
11. The Road to Artificial SuperIntelligence: A Comprehensive Survey of Superalignment ↗HyunJin Kim, Xiaoyuan Yi, JinYeong Bak et al.8 citations
12. America's AI Action Plan ↗Office of Science and Technology Policy6 citations
13. From Hard Refusals to Safe-Completions: Toward Output-Centric Safety Training ↗Yuan Yuan, Tina Sriskandarajah, Anna-Luisa Brakman et al.6 citations
14. Superintelligence Strategy: Expert Version ↗Dan Hendrycks, Eric Schmidt, Alexandr Wang5 citations
15. The Singapore Consensus on Global AI Safety Research Priorities ↗Yoshua Bengio, Max Tegmark, Stuart Russell et al.5 citations
16. Anthropic: Responsible Scaling Policy ↗Evan Hubinger4 citations
17. Responsible Agentic Reasoning and AI Agents: A Critical Survey ↗Shaina Raza, Ranjan Sapkota, Manoj Karkee et al.4 citations
18. A Grading Rubric for AI Safety Frameworks ↗Jide Alaga, Jonas Schuett, Markus Anderljung3 citations
19. Effective Mitigations for Systemic Risks from General-Purpose AI ↗Risto Uuk, Annemieke Brouwer, Tim Schreier et al.3 citations
20. Seeking Stability in the Competition for AI Advantage ↗Iskander Rehman, Karl P. Mueller, Michael J. Mazarr3 citations
21. Trends in Frontier AI Model Count: A Forecast to 2028 ↗Iyngkarran Kumar, Sam Manning3 citations
22. Critical Review: Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning ↗Kristen W. Carlson2 citations
23. DarwinLM: Evolutionary Structured Pruning of Large Language Models ↗Shengkun Tang, Oliver Sieberling, Eldar Kurtic et al.2 citations
24. Hardware-Enabled Mechanisms for Verifying Responsible AI Development ↗Aidan O’Gara, Gabriel Kulp, Will Hodgkins et al.2 citations
25. In Which Areas of Technical AI Safety Could Geopolitical Rivals Cooperate? ↗Ben Bucknall, Saad Siddiqui, Lara Thurnherr et al.2 citations
26. Measuring AI Agent Autonomy: Towards a Scalable Approach with Code Inspection ↗Peter Cihon, Merlin Stein, Gagan Bansal et al.2 citations
27. Pitfalls of Evidence-Based AI Policy ↗Stephen Casper, David Krueger, Dylan Hadfield-Menell2 citations
28. Safety at Scale: A Comprehensive Survey of Large Model Safety ↗Yu–Gang Jiang, Xingjun Ma, Yifeng Gao et al.2 citations
29. Strategic Patience: Long-Horizon AI Dominance and the Erosion of Human Vigilance ↗Roman V. Yampolskiy2 citations
30. A Framework for the Private Governance of Frontier Artificial Intelligence ↗Dean Ball1 citation
31. Can a Bayesian Oracle Prevent Harm from an Agent? ↗Yoshua Bengio, Matt McDermott, Michael K. Cohen et al.1 citation
32. Highlights of the Issue: Governance, Agents, Evolutionary Search ↗Kristen W. Carlson1 citation
33. International AI Safety Report 2025: Second Key Update: Technical Safeguards and Risk Management ↗Yoshua Bengio, Stephen Clare, Carina Prunkl et al.1 citation
34. International Al Safety Report: First Key Update Capabilities and Risk Implications ↗Yoshua Bengio, Ben Bucknall, Stephen Clare et al.1 citation
35. Multiple unnatural attributes of AI undermine common anthropomorphically biased takeover speculations ↗Preston W. Estep1 citation
36. OpenAI: Toward Mechanistic Interpretability (MI) ↗Kristen W. Carlson1 citation
37. Review: Addressing the challenges of harmonizing law and artificial intelligence technology in modern society ↗Kristen W. Carlson1 citation
38. Review: Safety at Scale: Comprehensive Survey of Large Model Safety ↗Kristen W. Carlson1 citation
39. Simulating Influence Dynamics with LLM Agents ↗Mehwish Nasim, Syed Muslim Gilani, Amin Qasmi et al.1 citation
40. AI Timeline: 2025-2030+ ↗Gil Syswerda
41. Analysis of FLI’s AI Action Plan Recommendations and Proposed Policy Framework ↗Gil Syswerda
42. California Senate Bill 813: A Novel Approach to Artificial Intelligence Governance ↗Kristen W. Carlson
43. Comparing Apples to Oranges: A Taxonomy for Navigating the Global Landscape of AI Regulation ↗Sacha Alanoca, Shira Gur-Arieh, Tom Zick et al.
44. Enabling Frontier Lab Collaboration to Mitigate AI Safety Risks ↗Nicholas Felstead
45. Evidence Integrity Before Capability: A Prerequisite for Safe Artificial Intelligence ↗Jennifer Kinne
46. Highlights of the Issue ↗Kristen W. Carlson
47. Highlights of the Issue ↗Kristen W. Carlson
48. Highlights of the Issue - Large Language Models III ↗Kristen W. Carlson
49. Highlights of the Issue: Singapore Consensus – Safety Technology ↗Kristen W. Carlson
50. How to Align Artificial Superintelligence ↗Avraham Yair Negozio
51. Outline: Proposed Zero Draft for a Standard on AI Testing, Evaluation, Verification, and Validation ↗National Institute of Standards and Technology
52. Pathways to Short Transformative AI Timelines ↗Zershaaneh Qureshi
53. Precedents for the Unprecedented: Historical Analogies for Thirteen Artificial Superintelligence Risks ↗James D. Miller
54. Quantum Immortality ↗Alexey Turchin, James D. Miller
55. Review: AI Governance through Markets ↗Kristen W. Carlson
56. Review: First International AI Safety Report ↗Kristen W. Carlson
57. Review: Large Language Model-Powered AI Systems Achieve Self-Replication with No Human Intervention ↗Kristen W. Carlson
58. Review: Large language Model-Powered AI Systems Achieve Self-Replication with No Human Intervention ↗Kristen W. Carlson
59. Review: Metacognition in LLMs and its Relation to Safety ↗Kristen W. Carlson
60. Review: On Regulating Downstream AI Developers ↗Kristen W. Carlson
61. Review: Strategic Patience: Long-Horizon AI Dominance and the Erosion of Human Vigilance ↗Kristen W. Carlson
62. Standardizing Intelligence: Aligning Generative AI for Regulatory and Operational Compliance ↗Joseph Marvin Imperial, Matthew D. Jones, Harish Tayyar Madabushi
63. The Asymptotic Intelligence Thesis: Rethinking the Ceiling of AGI Cognition ↗Jeffrey E. Arle
64. The Evolution of AI Communication: From Chain-of-Thought to Neuralese and the Case for Interpretability Agents ↗Erhan Arslan
65. The Perilous State of AI Governance, June 2025 ↗Kristen W. Carlson
66. Thinking Isn’t an Illusion ↗Zhao Song, Song Yue, Jiahao Zhang
67. Timeline to Artificial General Intelligence 2025 – 2030+ ↗Gil Syswerda
68. Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation ↗Tharindu Kumarage, Ninareh Mehrabi, Anil Ramakrishna et al.
69. Understanding Limitations of Large Language Models from First Principles ↗Kristen W. Carlson
70. Why We Might Need Advanced AI to Save Us from Doomers, Rather than the Other Way Around ↗Preston W. Estep

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