from what I know DSPY is just a prompting library… not actually updating any model weights
PROMPT ENGINEERING
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Optimizing Reasoning Models Through Prompt Rewriting Fine-tuning
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By this, I mean:
– Take an already-trained, frozen reasoning model (i.e. o4-mini via API)
– Add a smaller LLM that takes in a prompt, and rewrites it to improve how the frozen model performs
– Update the smaller LLM's weights, keep the larger LLM frozen The hope is that the -
Using RL to Optimize Prompts for Reasoning Models
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Has anyone tried RL to rewrite prompts for reasoning models to further improve outputs? I'm assuming so, it feels pretty obvious, but if not I want to try it. If you know of any existing work here, pls lmk so I don't re-do something people have already done!
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Learn Anything with Powerful o3 AI Prompt Tool
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Learn ANYTHING with this powerful o3 prompt. Just tell it what you want to learn, and it'll create a customized course for you, comprised of the best content around the web for each topic! It's like having a team of world-class professors all working together to teach you!
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Kimi K2 AI Hallucinations in Code Review Analysis
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I really like Kimi K2's writing style, but it completely hallucinates errors in my article review haha .reshape(-1, 1) isn't mentioned a single time
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Context Engineering Survey: Optimizing LLM Information Systems
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8. A Survey of Context Engineering for LLMs This survey defines Context Engineering as a formal discipline for optimizing information given to LLMs, outlining its core components, retrieval, processing, and management, and their integration in systems like RAG, memory, and
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Prompts and Use Cases for Grok 4
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People need to know about these prompts and use cases for Grok 4
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OpenAI Agents: Testing ChatGPT’s New Features
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NEW VIDEO in the LAB! This week has been intense for OpenAI with the release of the new AGENTS in ChatGPT and their big achievement in the math and programming competitions. Today I'm sharing my opinion on the agents after several days of testing them! Link below
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ChatGPT Router Behavior Change Noticed
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I feel like ChatGPT router already acts differently (dunno since when). Responses to non existing models (edge cases?) are handled by the model or router model with a slightly different system prompt. * model name changed for testing purposes only
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LLM Intelligence: Key Concepts for Business Professionals
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This week, we have the fourth free video from our recent course "AI for Business Professionals" to give you an idea of the concepts we teach in the full course, and share some insights. In this one, we focus on this new type of "intelligence" that LLMs have, that is different