Part 7/10:
While tools like ChatGPT and other large language models (LLMs) are powerful, they are not yet perfectly reliable for industrial applications because they operate on probabilistic guesses. An illustrative case involved a customer building an app with ChatGPT for understanding an industrial process, which incorrectly identified a valve as closed when it was actually open—posing serious safety risks.
Cognite’s approach integrates knowledge graphs and real-time sensor data to eliminate such hallucinations. When queried properly, the system confidently confirms the asset’s status with reference data, such as specific sensor readings and timestamps, achieving near 100% certainty necessary for safe manufacturing operations.