Comparison of LLMs with Children's Defense Mechanisms
Defense, in general, is a psychological operation that removes some component(s) of unpleasant emotions—thoughts, feelings, or both—beyond conscious awareness.
LLM
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Playing Werewolf with LLM Agents (Continued)
We observed that LLMs exhibit some strategic behaviors not explicitly preprogrammed in the game rules or prompts.
Playing Werewolf with LLM Agents
Keep LLMs frozen, and rely on the retrieval and reflection on past communications and experiences for improvement.
DPO vs RLHF
DPO is able to bypass the reward modeling phase and optimize directly for the preferences expressed in the preference data.
Large Language Model (LLM) Application Architecture
Large language models are powerful new primitives for building software, however it’s not always obvious how to use them.
Langchain reads PDFs (Part 2)
GPT-4 can change education by enhancing the quality, personalization, and scalability of learning content.
LangChain reads PDFs (Part 1)
In this way, it can answer questions, perform tasks, and productively interact with its human users. -《Impromptu》
LangChain Reads PDFs (Part I)
Artificial intelligence is not a separate entity from us, but a reflection of our own mind. -《Impromptu》
【AIGC Learning】Obtain movie information - Use of LangChain 5
Everyone on Earth spends their days using AI to generate marketing memos, legal briefs, movies, video games, and more.