#AI research
Latest news articles tagged with "AI research". Follow the timeline of events, related topics, and entities.
Articles (9)
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πΊπΈ Epistemic Filtering and Collective Hallucination: A Jury Theorem for Confidence-Calibrated Agents
[USA]
arXiv:2602.22413v1 Announce Type: new Abstract: We investigate the collective accuracy of heterogeneous agents who learn to estimate their own reliability over time and selectively abstain from votin...
Related: #Collective intelligence, #Epistemic filtering -
πΊπΈ What does RL improve for Visual Reasoning? A Frankenstein-Style Analysis
[USA]
arXiv:2602.12395v1 Announce Type: cross Abstract: Reinforcement learning (RL) with verifiable rewards has become a standard post-training stage for boosting visual reasoning in vision-language models...
Related: #Machine learning, #Visual reasoning -
πΊπΈ Mathematics and Machine Creativity: A Survey on Bridging Mathematics with AI
[USA]
arXiv:2412.16543v4 Announce Type: replace Abstract: This paper presents a comprehensive overview on the applications of artificial intelligence (AI) in mathematical research, highlighting the transfo...
Related: #Mathematical applications, #Technological innovation -
πΊπΈ SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation
[USA]
arXiv:2505.14381v3 Announce Type: replace Abstract: With the increasing adoption of Large Language Models (LLMs) and Vision-Language Models (VLMs), rich document analysis technologies for application...
Related: #Document analysis, #Retrieval-Augmented Generation -
πΊπΈ How to Train Your LLM Web Agent: A Statistical Diagnosis
[USA]
arXiv:2507.04103v4 Announce Type: replace Abstract: LLM-based web agents have recently made significant progress, but much of it has occurred in closed-source systems, widening the gap with open-sour...
Related: #Open-source development, #Web agents -
πΊπΈ RLIE: Rule Generation with Logistic Regression, Iterative Refinement, and Evaluation for Large Language Models
[USA]
arXiv:2510.19698v2 Announce Type: replace Abstract: Large Language Models (LLMs) can propose rules in natural language, sidestepping the need for a predefined predicate space in traditional rule lear...
Related: #Machine learning, #Rule-based systems -
πΊπΈ Low-Resource Dialect Adaptation of Large Language Models: A French Dialect Case-Study
[USA]
arXiv:2510.22747v2 Announce Type: replace-cross Abstract: Despite the widespread adoption of large language models (LLMs), their strongest capabilities remain largely confined to a small number of hi...
Related: #linguistic diversity, #machine learning, #language technology -
πΊπΈ The Grammar of Transformers: A Systematic Review of Interpretability Research on Syntactic Knowledge in Language Models
[USA]
arXiv:2601.19926v1 Announce Type: cross Abstract: We present a systematic review of 337 articles evaluating the syntactic abilities of Transformer-based language models, reporting on 1,015 model resu...
Related: #Technology, #Linguistics -
πΊπΈ Measuring AIβs capability to accelerate biological research
[USA]
OpenAI introduces a real-world evaluation framework to measure how AI can accelerate biological research in the wet lab. Using GPT-5 to optimize a molecular cloning protocol, the work explores both th...
Related: #Scientific innovation, #Laboratory technology
Key Entities (10)
- Large language model (3 news)
- Artificial intelligence (2 news)
- SCAN (1 news)
- Rule induction (1 news)
- Iterative refinement (1 news)
- OpenAI (1 news)
- Visual reasoning (1 news)
- Reinforcement learning (1 news)
- Varieties of French (1 news)
- AI safety (1 news)
About the topic: AI research
The topic "AI research" aggregates 9+ news articles from various countries.