Category · AI

Hallucination

The LLM produces content that sounds plausible but is factually wrong.

Can be partial (wrong number, wrong date) or total (invented API, fictional case law). Mitigation: grounded RAG, strict instructions, targeted evals, confidence thresholding. Never 100% eliminable on a probabilistic LLM.

// In action with our clients

IAAI agents in production: avoiding the demo theatre.

// See also

LLM (Large Language Model)
Large-scale language model trained on massive text corpora.
RAG (Retrieval-Augmented Generation)
AI architecture that combines document retrieval with LLM generation.
Eval (LLM evaluation)
Automated test suite measuring the quality of an LLM.

Want us to apply this for you?

Talk to an architect