"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis cover image

Zapier's AI Revolution: From No-Code Pioneer to LLM Knowledge Worker

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

NOTE

Detailing Thought Processes Enhances Model Performance

Fine-tuning the reasoning processes and internal monologues behind decisions significantly improves performance in product experiences. This involves explicitly documenting thought traces rather than relying solely on end results, which typically leads to a lack of clarity. By showcasing the full reasoning and providing numerous examples, models can better imitate this thought process. Additionally, narrowing down tasks and chaining them sequentially enhances efficiency, reducing the risk of confusion when multiple actions are required. This approach contrasts with the simplicity often favored in search queries, emphasizing the need for detailed descriptions in model interactions.

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