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AI & Computational Science

Reconstruction Alignment Improves Unified Multimodal Models

26. June 2026 by a3-admin

arXiv:2509.07295v4 Announce Type: replace-cross
Abstract: Unified multimodal models (UMMs) unify visual understanding and generation within a single architecture. However, conventional training…

Categories AI & Computational Science

AI Agents Using Logic Create Self-Reinforcing Memory Networks Together

26. June 2026 by a3-admin

arXiv:2606.07552v2 Announce Type: replace-cross
Abstract: Large language models exhibit a risk-averse “turtle” bias as strategic agents. We show that injecting a symbolic reasoning framework as a…

Categories AI & Computational Science

Learning Long-Range Dependencies with Temporal Predictive Coding

26. June 2026 by a3-admin

arXiv:2602.18131v2 Announce Type: replace
Abstract: Temporal Predictive Coding provides a layer-local, parallelisable mechanism for learning in recurrent systems, making it an attractive candidate…

Categories AI & Computational Science

Energy IoT Systems Face Critical Threats from Clock Errors and Y2K38 Bug

25. June 2026 by a3-admin

arXiv:2601.23147v2 Announce Type: replace-cross
Abstract: The integrity of time in distributed Internet of Things (IoT) devices is crucial for reliable operation in energy cyber-physical systems,…

Categories AI & Computational Science

Agent-as-a-Router: Agentic Model Routing for Coding Tasks

25. June 2026 by a3-admin

arXiv:2606.22902v2 Announce Type: replace
Abstract: Real-world users typically have access to multiple Large Language Models (LLMs) from different providers, and these LLMs often excel at distinct…

Categories AI & Computational Science

AI Agents Streamline Control of Gamma-Ray Telescope Arrays

25. June 2026 by a3-admin

arXiv:2510.01299v3 Announce Type: replace-cross
Abstract: We present domain-adapted large language model agents designed to support Cherenkov Telescope Array operation and data analysis. The agents…

Categories AI & Computational Science

Multi-Task Optimization over Networks of Tasks

25. June 2026 by a3-admin

arXiv:2604.21991v2 Announce Type: replace
Abstract: Multi-task optimization is a powerful approach for solving a large number of tasks in parallel. However, existing algorithms face distinct…

Categories AI & Computational Science

Quality Filtering Improves AI Training by Removing Bad Data, Not Seeking Perfect Data

25. June 2026 by a3-admin

arXiv:2510.00866v4 Announce Type: replace
Abstract: Large-scale models are pretrained on massive web-crawled datasets containing documents of mixed quality, making data filtering essential. A…

Categories AI & Computational Science

AI Protein Folding Reveals Two Universal Stages Across Different Models

25. June 2026 by a3-admin

arXiv:2602.06020v3 Announce Type: replace
Abstract: How do protein structure prediction models fold proteins? We investigate this question through causal interventions on the folding trunks of…

Categories AI & Computational Science

AI method finds optimal balance for training models on multiple tasks

24. June 2026 by a3-admin

arXiv:2412.08147v2 Announce Type: replace-cross
Abstract: Pareto fronts are useful to find good task-mixing strategies for multitask finetuning, but they are also costly to compute. To reduce costs,…

Categories AI & Computational Science
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