AI Glossary
What is Hallucination?
Models generate plausible text, not verified facts — when the training data or context lacks an answer, they may produce a confident fabrication: fake citations, invented APIs, wrong numbers. Mitigations include RAG, asking models to cite sources, structured output validation, and human review for high-stakes use.
News momentum
Mentions in recent AI news titles and summaries, refreshed from the ingestion stream.
18
+5 vs prior 7d
- A few LLM rock climbing articles I’ve seen:
“Lead rope solo for beginners”
Lead rope solo is niche, dangerous, advanced. The info was pur…
bluesky-ai · 12h
- Tracing Hallucinations in LLM Reasoning for UML Class Diagram Generation: An Empirical Taxonomy and Mitigation Study
arxiv-ai · 1d
- Spectral Smoothing and Spiking Perturbations Reconfigure Capability Profiles and Selective Task Performance in Large Language Models
arxiv-ai · 1d
- Conflicted Records: Typed Adversarial Contracts for Auditable LLM Output Quality Enforcement
arxiv-ai · 1d