Mindblown: a blog about philosophy.

  • Prompt Engineering: Meet the APE

    Meet the Automatic Prompt Engineer (APE) ? your ally in generating and selecting instructions for various tasks. Explore how APE achieves human-level performance in zero-shot learning and steers LLMs toward desired behaviors. #AI #APE

  • Prompt Engineering: Synthesizing Success

    Delve into Natural Language Program Synthesis, optimizing prompts through black-box optimization. Witness the iterative refinement of instruction candidates for improved interaction with Large Language Models. #NLP #ProgramSynthesis

  • Prompt Engineering: Challenges Unveiled

    Unearth the challenges in prompt engineering, from user intent to ambiguity. Explore the shift from manual crafting to contextual examples for effective interactions with Large Language Models (LLMs). #NLP #PromptChallenges

  • Prompt Engineering: Hard vs. Soft Prompts

    Dive into the world of Automatic Prompt Engineering and explore the distinction between hard and soft prompts. Uncover the key to enhancing AI model performance with adaptable yet structured prompts. #AI #MachineLearning

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