Skip to Content

LLM

73 posts

Posts tagged with LLM

Previous Posts

Navigating LLM Issues: From Hallucinations to Innovation Featured Post

Discover the challenges and solutions in the AI realm, from addressing hallucinations to enhancing knowledge and logic.

Navigating LLM Issues: From Hallucinations to Innovation

Today let us explore the challenging problem of confabulation and hallucination in artificial intelligence (AI), delve into practical solutions prompt engineers can employ to mitigate these issues, and discuss the exciting possibilities of categories of apps and AI builders.

The Challenge: Confabulation and Hallucination in AI

In an ever-evolving technological landscape, artificial intelligence has come a long way. However, the risk of confabulation and hallucination is a significant hurdle in the field. Confabulation refers to when an AI generates information that isn't entirely accurate, while hallucination is when the AI delivers output unrelated to the input, often creating information from

Navigating LLM Issues: From Hallucinations to Innovation Read more

Role-Playing in Large Language Models like ChatGPT Featured Post

Explore how role-playing enhances AI interactions. This technique guides Large Language Models to deliver precise, consistent, and engaging responses.

Role-Playing in Large Language Models like ChatGPT
Role-Playing in Large Language Models like ChatGPT - Made with Midjourney

Role-playing is a ground-breaking technique employed in large language models (LLMs) such as ChatGPT. It entails directing the LLM to "adopt" a specific role, job, or function, which the AI utilizes to perform the assigned task more proficiently. This paper delves into this remarkable phenomenon, exploring the benefits and the underlying theory that makes role-playing so effective in LLMs.

The Psychology of Role-Playing and Its Relevance to LLMs

Have you ever heard the phrase, "fake it till you make it"? This adage has often been the subject of numerous psychological studies, suggesting that by adopting certain roles or mindsets, one

Role-Playing in Large Language Models like ChatGPT Read more

FLAIR: A Framework That Keeps Conversational Bots at Bay

FLAIR, is a new framework designed to differentiate humans from conversational bots, ensuring online service providers maintain security and serve genuine users.

FLAIR: A Framework That Keeps Conversational Bots at Bay

This article is based on the following paper: Bot or Human? Detecting ChatGPT imposters with a Single Question that presents a framework for detecting  LLM bots from humans. A very interesting paper that even if you're not interested in the topic presents some interesting details on LLMs.

Bot or Human? Detecting ChatGPT Imposters with A Single Question
Large language models like ChatGPT have recently demonstrated impressivecapabilities in natural language understanding and generation, enabling variousapplications including translation, essay writing, and chit-chatting. However,there is a concern that they can be misused for malicious purposes,…
arXiv.orgHong Wang

Challenges in Differentiating

FLAIR: A Framework That Keeps Conversational Bots at Bay Read more

Claude's 100K Context Window: How This Will Transform Business, Education, and Research

Claude's 100K context window and its potential to transform industries by revolutionizing information processing, decision-making, and innovation.

Claude's 100K Context Window: How This Will Transform Business, Education, and Research

Anthropic recently announced Claude's expanded context window of 100K tokens revolutionizes the ways in which businesses can utilize artificial intelligence to analyze, synthesize, and communicate vast amounts of information in a fraction of the time it takes humans, transforming industries and streamlining processes.

Introducing 100K Context Windows
We’ve expanded Claude’s context window from 9K to 100K tokens, corresponding to around 75,000 words! This means businesses can now submit hundreds of pages of materials for Claude to digest and analyze, and conversations with Claude can go on for hours or even days.
Anthropic

Expanding Claude's Context Window: The

Claude's 100K Context Window: How This Will Transform Business, Education, and Research Read more

Unlocking AI with Priming: Enhancing Context and Conversation in LLMs like ChatGPT Featured Post

Discover the power of priming in AI chatbots like ChatGPT, its benefits, limitations, and best practices for optimizing context-rich conversations.

Unlocking AI with Priming: Enhancing Context and Conversation in LLMs like ChatGPT

Priming LLMs, such as ChatGPT, effectively improves response quality and provides flexibility in generating the content, ultimately enabling better interaction with the AI model.

Understanding Priming in ChatGPT

Priming is a technique where a user interacts with the LLM, such as ChatGPT, for a number of iterations before prompting for the desired output. By interacting with the AI through a series of questions, statements, or instructions, users can effectively guide the AI's understanding and adjust its behaviour according to the specific context of the conversation.

This process ensures that the AI model understands the context and user expectations better, leading

Unlocking AI with Priming: Enhancing Context and Conversation in LLMs like ChatGPT Read more

AI Revolutionizing Medicine: Groundbreaking Fine-Tuned PMC-LLaMA Model Sets Performance Records

Discover how PMC-LLaMA, a fine-tuned AI language model, advances medical QA, aiding professionals & patients for better healthcare outcomes.

AI Revolutionizing Medicine: Groundbreaking Fine-Tuned PMC-LLaMA Model Sets Performance Records
💡
TL;DR: PMC-LLaMA, an open-source language model fine-tuned on 4.8 million biomedical papers, demonstrates superior performance in medical QA tasks compared to foundational models like LLaMA. Its domain-specific knowledge, adaptability, and transparency offer significant benefits for medical professionals and patients. However, further research is needed to achieve expert human performance and ensure the responsible development of AI-driven solutions in the medical field.

Large Language Models (LLMs), such as OpenAI's ChatGPT and GPT-4, have made substantial advancements in artificial intelligence across various domains. However, these models often exhibit poor performance in applications that require domain-specific knowledge. To address this issue,

AI Revolutionizing Medicine: Groundbreaking Fine-Tuned PMC-LLaMA Model Sets Performance Records Read more
Load More You've reached the end of the list
© 2025 Prompt Engineering Institute

Prompt Engineering Institute

Hands-on Training, Expert-led Courses, and Real-World AI Applications with Certifications and Support

Featured

Reasoners - A New Approach to Smarter AI

Reasoners “thinking” before responding, improving logic and problem-solving without larger models. They excel in structured tasks but struggle with creativity. A $30 experiment showed this approach could make AI smaller, cheaper, and more efficient, reshaping the future of AI development.

Generative AI - The New Compiler

There’s been a lot of noise lately about AI replacing programmers. Apps like Cursor, Windsurf, Loveable, Cline, Aider, Bolt, and others have sparked heated debates, often painted in stark black-and-white terms: either AI will replace programmers, or it won’t. But that framing misses the point. The truth isn’

Popular Tags

News

195 posts

Prompt Engineering

84 posts

LLM

73 posts

ChatGPT

60 posts

Lesson

51 posts
© 2025 Prompt Engineering Institute
Anonymous