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Microsoft Introduces Automatic Prompt Optimization Framework for LLMs

Analytics Vidhya

Microsoft AI Research has recently introduced a new framework called Automatic Prompt Optimization (APO) to significantly improve the performance of large language models (LLMs).

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Latest Modern Advances in Prompt Engineering: A Comprehensive Guide

Unite.AI

Prompt engineering , the art and science of crafting prompts that elicit desired responses from LLMs, has become a crucial area of research and development. In this comprehensive technical blog, we'll delve into the latest cutting-edge techniques and strategies that are shaping the future of prompt engineering.

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Researchers at Stanford Introduces LLM-Lasso: A Novel Machine Learning Framework that Leverages Large Language Models (LLMs) to Guide Feature Selection in Lasso ℓ1 Regression

Marktechpost

A task-specific LLM enhances predictions through prompt engineering and RAG. Prompting includes zero-shot or few-shot learning with chain-of-thought reasoning, while RAG retrieves relevant knowledge via semantic embeddings and HNSW indexing. Also,feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit.

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This AI Research Uncovers the Mechanics of Dishonesty in Large Language Models: A Deep Dive into Prompt Engineering and Neural Network Analysis

Marktechpost

Understanding large language models (LLMs) and promoting their honest conduct has become increasingly crucial as these models have demonstrated growing capabilities and started widely adopted by society. By using prefix injection, the research team can consistently induce lying.

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Shaping the Future of Artificial Intelligence AI: The Significance of Prompt Engineering for Progress and Innovation

Marktechpost

For the unaware, ChatGPT is a large language model (LLM) trained by OpenAI to respond to different questions and generate information on an extensive range of topics. It can translate multiple languages, generate unique and creative user-specific content, summarize long text paragraphs, etc. What is prompt engineering?

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MIT Researchers Propose AskIt: A Domain-Specific Language for Streamlining Large Language Model Integration in Software Development

Marktechpost

Recent research has brought to light the extraordinary capabilities of Large Language Models (LLMs), which become even more impressive as the models grow. Also, there is still a lot of uncertainty about the expert creation of powerful prompts for the best model utilization.

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Researchers at Heriot-Watt University and Alana AI Propose FurChat: A New Embodied Conversational Agent Based on Large Language Models

Marktechpost

Large Language Models(LLMs) have taken center stage in a world where technology is making leaps and bounds. These LLMs are incredibly sophisticated computer programs that can understand, generate, and interact with a human language in a remarkably natural way. Prompt engineering ensures natural responses from LLM.