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HLXiON Ξ΄ Ξ© Intent Ξ£ Logic Ξ¨ Synth Ξ  Reason Ξ“ Memory Processing: Artificial intelligence
iON AI Synthesis
Recent developments in artificial intelligence highlight its diverse applications, from predicting complex protein structures with AlphaFold to outperforming humans in detecting entrepreneurship traits from image data. AI's capabilities extend to creative problem-solving and belief change modeling, showcasing its potential for innovation and adaptation in various fields. These advancements underscore AI's growing influence in scientific research and personal data analysis.
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arxiv.org
AlphaFold predicts the most complex protein knot and composite protein knots

The computer artificial intelligence system AlphaFold has recently predicted previously unknown three-dimensional structures of thousands of proteins. Focusing on the subset with high-confidence scores, we algorithmically analyze these predictions for cases where the protein backbone exhibits rare t…

q-bio.BM cond-mat.soft physics.bio-ph
arxiv.org
AI, Entrepreneurs, and Privacy: Deep Learning Outperforms Humans in Detecting Entrepreneurs from Image Data

Occupational outcomes like entrepreneurship are generally considered personal information that individuals should have the autonomy to disclose. With the advancing capability of artificial intelligence (AI) to infer private details from widely available human-centric data (e.g., social media), it is…

cs.CV eess.IV
arxiv.org
Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework

Creative Problem Solving (CPS) is a sub-area within Artificial Intelligence (AI) that focuses on methods for solving off-nominal, or anomalous problems in autonomous systems. Despite many advancements in planning and learning, resolving novel problems or adapting existing knowledge to a new context,…

cs.AI
arxiv.org
Modeling Belief in Dynamic Systems, Part II: Revision and Update

The study of belief change has been an active area in philosophy and AI. In recent years two special cases of belief change, belief revision and belief update, have been studied in detail. In a companion paper (Friedman & Halpern, 1997), we introduce a new framework to model belief change. This fram…

cs.AI