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Ai alignment: A comprehensive survey
[PDF][PDF] Managing ai risks in an era of rapid progress
In this short consensus paper, we outline risks from upcoming, advanced AI systems. We
examine large-scale social harms and malicious uses, as well as an irreversible loss of …
examine large-scale social harms and malicious uses, as well as an irreversible loss of …
Deception abilities emerged in large language models
T Hagendorff - Proceedings of the National Academy of Sciences, 2024 - pnas.org
Large language models (LLMs) are currently at the forefront of intertwining AI systems with
human communication and everyday life. Thus, aligning them with human values is of great …
human communication and everyday life. Thus, aligning them with human values is of great …
[PDF][PDF] Thousands of AI authors on the future of AI
In the largest survey of its kind, we surveyed 2,778 researchers who had published in top-
tier artificial intelligence (AI) venues, asking for their predictions on the pace of AI progress …
tier artificial intelligence (AI) venues, asking for their predictions on the pace of AI progress …
Mechanistic Interpretability for AI Safety--A Review
Understanding AI systems' inner workings is critical for ensuring value alignment and safety.
This review explores mechanistic interpretability: reverse engineering the computational …
This review explores mechanistic interpretability: reverse engineering the computational …
Alignment for honesty
Recent research has made significant strides in applying alignment techniques to enhance
the helpfulness and harmlessness of large language models (LLMs) in accordance with …
the helpfulness and harmlessness of large language models (LLMs) in accordance with …