Prompt Chemistry: Building "Word Catalysts" to Optimize LLMs
Briefly

from Psychology Today4 months ago
The evolution from prompt engineering to prompt chemistry reflects a significant shift in our interaction with AI, treating prompts as compounds that yield richer responses.
Psychology Todayhttps://www.psychologytoday.com/us/blog/the-digital-self/202411/prompt-chemistry-building-word-catalysts-to-optimize-llms
Just as H₂O creates properties beyond hydrogen or oxygen, certain word combinations trigger unique AI behaviors, producing results greater than the sum of their parts.
Psychology Todayhttps://www.psychologytoday.com/us/blog/the-digital-self/202411/prompt-chemistry-building-word-catalysts-to-optimize-llms
By adopting a perspective of 'prompt chemistry,' we can explore how specific linguistic compounds enhance the cognitive depth of large language models.
Psychology Todayhttps://www.psychologytoday.com/us/blog/the-digital-self/202411/prompt-chemistry-building-word-catalysts-to-optimize-llms
The Chain of Thought methodology exemplifies the importance of prompt structure in guiding AI towards deeper reasoning, akin to catalytic processes in chemistry.
Psychology Todayhttps://www.psychologytoday.com/us/blog/the-digital-self/202411/prompt-chemistry-building-word-catalysts-to-optimize-llms
Read at Psychology Today
#ai #prompt-engineering #cognitive-science #language-models #linguistics
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