#AI reliability
Latest news articles tagged with "AI reliability". Follow the timeline of events, related topics, and entities.
Articles (4)
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🇺🇸 How much does context affect the accuracy of AI health advice?
[USA]
arXiv:2504.18310v2 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly used to provide health advice, yet evidence on how their accuracy varies across languages, topi...
Related: #Health information, #Language barriers, #Contextual accuracy -
🇺🇸 Ontology-Guided Neuro-Symbolic Inference: Grounding Language Models with Mathematical Domain Knowledge
[USA]
arXiv:2602.17826v1 Announce Type: new Abstract: Language models exhibit fundamental limitations -- hallucination, brittleness, and lack of formal grounding -- that are particularly problematic in hig...
Related: #Neuro-symbolic integration, #Domain knowledge grounding -
🇺🇸 RFEval: Benchmarking Reasoning Faithfulness under Counterfactual Reasoning Intervention in Large Reasoning Models
[USA]
arXiv:2602.17053v1 Announce Type: new Abstract: Large Reasoning Models (LRMs) exhibit strong performance, yet often produce rationales that sound plausible but fail to reflect their true decision pro...
Related: #reasoning faithfulness, #model auditing, #benchmarking, #counterfactual reasoning interventions -
🇺🇸 Quantifying non deterministic drift in large language models
[USA]
arXiv:2601.19934v1 Announce Type: cross Abstract: Large language models (LLMs) are widely used for tasks ranging from summarisation to decision support. In practice, identical prompts do not always p...
Related: #Machine learning, #Technology
Key Entities (2)
- Hallucination (artificial intelligence) (1 news)
- Language model (1 news)
About the topic: AI reliability
The topic "AI reliability" aggregates 4+ news articles from various countries.