No one wants to build a product on a model that makes things up. The core problem is that GenAI models are not information retrieval systems. They are synthesizing systems, with no ability to discern from the data it's trained on unless significant guardrails are put in place.
Recent articles
- The Summer of Johann: prompt injections as far as the eye can see - 15th August 2025
- Open weight LLMs exhibit inconsistent performance across providers - 15th August 2025
- LLM 0.27, the annotated release notes: GPT-5 and improved tool calling - 11th August 2025