The Judgement Pyramid: Reasoning vs Measurement

1. 1Identify checks in your AI-assisted workflow
2. 2Categorize each check as deterministic, LLM, or human-based
3. 3Push each check to the lowest layer it can run on
4. 4Implement deterministic tools for checks that don't require human judgment
5. 5Use LLMs for checks that require reasoning but not human oversight
6. 6Monitor and adjust the workflow as needed to ensure optimal performance

Developers, data scientists, and product managers can benefit from this approach to streamline AI-assisted workflows and improve efficiency

💡 Pushing checks to the lowest layer reduces reliance on humans and LLMs, improving efficiency and scalability

💡 Optimize AI-assisted workflows by pushing checks to the lowest layer possible! #AI #workflowoptimization