Search results for hallucinations

Found 28 documents, 5921 searched:

• Between Dreams and Reality: Generative Text and Hallucinations

  This is an in-depth dive into hallucinations in LLMs. See the illusions cast by modern AI generative models like ChatGPT, Bard and Claude.

  https://www.kdnuggets.com/between-dreams-and-reality-generative-text-and-hallucinations

• 3 Research-Driven Advanced Prompting Techniques for LLM Efficiency and Speed Optimization

  This article has explored three promising prompting techniques that have been developed to reduce the occurrence of hallucinations in large language models.

  https://www.kdnuggets.com/3-research-driven-advanced-prompting-techniques-for-llm-efficiency-and-speed-optimization

• Does ChatGPT Have The Potential To Become A New Chess Super Grandmaster?

  Case study of LLM's ability to learn, generalize, and be creative.

  https://www.kdnuggets.com/does-chatgpt-have-the-potential-to-become-a-new-chess-super-grandmaster

• How Multimodality Makes LLM Alignment More Challenging

  The addition of multimodal abilities to ChatGPT via GPT-4 allows users to use images and text together, expanding its functions but posing new challenges. Aligning this mix of data demands careful curation and presents ethical considerations, requiring developers to obtain high-quality training data and navigate complex issues for ethical alignment.

  https://www.kdnuggets.com/how-multimodality-makes-llm-alignment-more-challenging

• Prompt Engineering 101: Mastering Effective LLM Communication

  This article serves as an introduction to those looking to understanding what prompt engineering is, and to learn more about some of the most important techniques currently used in the discipline.

  https://www.kdnuggets.com/prompt-engineering-101-mastering-effective-llm-communication

• Talk Directly to Your Data Using Everyday Language

  DataGPT is a conversational AI data analytics software provider that delivers analysis at the speed of business questions. DataGPT empowers anyone, in any company, to talk directly to their data using everyday language, revealing expert answers to complex questions instantly.

  https://www.kdnuggets.com/2023/12/datagpt-talk-directly-data-everyday-language

• Generative AI Key Terms Explained

  This article introduces and explains key terms important to generative AI, and links to additional resources to learn more.

  https://www.kdnuggets.com/generative-ai-key-terms-explained

• The New Ethical Implications of Generative Artificial Intelligence

  Generative AI's rapid progress necessitates urgent ethical safeguards against data, scale, accountability, copyright, and misinformation risks.

  https://www.kdnuggets.com/the-new-ethical-implications-of-generative-artificial-intelligence

• KDnuggets News, November 8: 5 Simple Steps to Master Python, SQL, Scikit-learn, PyTorch & Google Cloud • SQL for Data Visualization

  This week on KDnuggets: Getting Started in 5 Steps series to help you master Python, SQL, Scikit-learn, PyTorch, and Google Cloud Platform • Unlock the Power of SQL in Data Visualization • And much, much more!

  https://www.kdnuggets.com/newsletter-n40-2023-11-08

• Introduction to Giskard: Open-Source Quality Management for AI Models

  To solve the conundrum of ensuring the quality of AI models in production — especially given the emergence of LLMs — we are thrilled to announce the official launch of Giskard, the premier open-source AI quality management system.

  https://www.kdnuggets.com/2023/11/giskard-introduction-giskard-opensource-quality-management-ai-models

• AI vs Data Analysts: Top 6 Limitations Impacting the Future of Analytics

  AI have ability to reason, and generate functioning code in languages like Python, SQL, and R, they can provide impressive value with Data analysis. But can they replace data analysts?

  https://www.kdnuggets.com/ai-vs-data-analysts-top-6-limitations-impacting-the-future-of-analytics

• Generative AI: The First Draft, Not Final

  This article gives a high-level overview of how LLMs work and their attendant limitations with accessible explanations and anecdotes throughout the piece. We also present advice on how people can introduce them into their workflows.

  https://www.kdnuggets.com/generative-ai-the-first-draft-not-final

• Semantic Layer: The Backbone of AI-powered Data Experiences

  Looking to understand the semantic layer and how it can improve the AI-powered data experience? Read more to learn why a semantic layer can be the backbone of LLMs and reduce hallucinations.

  https://www.kdnuggets.com/2023/10/cube-semantic-layer-backbone-aipowered-data-experiences

• 7 Steps to Mastering Large Language Models (LLMs)

  Large Language Models (LLMs) have unlocked a new era in natural language processing. So why not learn more about them? Go from learning what large language models are to building and deploying LLM apps in 7 easy steps with this guide.

  https://www.kdnuggets.com/7-steps-to-mastering-large-language-models-llms

• ChatGPT vs. BARD

  Large language models (LLMs) are transforming the way we process and produce information. But, before considering either one of these models as a one-stop-solution, one must consider their key differences.

  https://www.kdnuggets.com/chatgpt-vs-bard

• Unlocking Reliable Generations through Chain-of-Verification: A Leap in Prompt Engineering

  Explore the Chain-of-Verification prompt engineering method, an important step towards reducing hallucinations in large language models, ensuring reliable and factual AI responses.

  https://www.kdnuggets.com/unlocking-reliable-generations-through-chain-of-verification

• RAG vs Finetuning: Which Is the Best Tool to Boost Your LLM Application?

  The definitive guide for choosing the right method for your use case.

  https://www.kdnuggets.com/rag-vs-finetuning-which-is-the-best-tool-to-boost-your-llm-application

• Build Your Own PandasAI with LlamaIndex

  Learn how to leverage LlamaIndex and GPT-3.5-Turbo to easily add natural language capabilities to Pandas for intuitive data analysis and conversation.

  https://www.kdnuggets.com/build-your-own-pandasai-with-llamaindex

• 5 Things You Need to Know When Building LLM Applications

  Five problems come with building LLM-based applications.

  https://www.kdnuggets.com/2023/08/5-things-need-know-building-llm-applications.html

• Free From Google: Generative AI Learning Path

  Want to keep updated about Generative AI? Check these free courses and resources from Google Cloud.

  https://www.kdnuggets.com/2023/07/free-google-generative-ai-learning-path.html

• Are Data Scientists Still Needed in the Age of Generative AI?

  The Rise of ChatGPT.

  https://www.kdnuggets.com/2023/06/data-scientists-still-needed-age-generative-ai.html

• Meet Gorilla: UC Berkeley and Microsoft’s API-Augmented LLM Outperforms GPT-4, Chat-GPT, and Claude

  The model is augmented with APIs from Torch Hub, TensorFlow Hub and HuggingFace.

  https://www.kdnuggets.com/2023/06/meet-gorilla-uc-berkeley-microsoft-apiaugmented-llm-outperforms-gpt4-chatgpt-claude.html

• StarCoder: The Coding Assistant That You Always Wanted

  Let advanced AI take care of code completion, formatting, translation, and bug fixing. You can also chat with a StarChat and use VSCode extensions for work.

  https://www.kdnuggets.com/2023/05/starcoder-coding-assistant-always-wanted.html

• Can ChatGPT Be Trusted as an Educational Resource?

  ChatGPT has created a flurry of discussion in the educational community. Will it encourage people to cheat or become lazy? What helpful uses exist? Learn more here.

  https://www.kdnuggets.com/2023/05/chatgpt-trusted-educational-resource.html

• Introducing Healthcare-Specific Large Language Models from John Snow Labs

  John Snow Labs recently released a new LLM called BioGPT-JSL and capabilities tuned specifically to the medical domain. This article summarizes three things you should know about it. 

  https://www.kdnuggets.com/2023/04/john-snow-introducing-healthcare-specific-large-language-models-john-snow-labs.html

• How ChatGPT Works: The Model Behind The Bot

  A brief introduction to the intuition and methodology behind the chatbot you can’t stop hearing about.

  https://www.kdnuggets.com/2023/04/chatgpt-works-model-behind-bot.html

• Multimodal Grounded Learning with Vision and Language

  How to enable AI models to have similar capabilities: to communicate, to ground, and to learn from language.

  https://www.kdnuggets.com/2022/11/multimodal-grounded-learning-vision-language.html

• Training a Neural Network to Write Like Lovecraft">Training a Neural Network to Write Like Lovecraft

  In this post, the author attempts to train a neural network to generate Lovecraft-esque prose, known to be awkward and irregular at best. Did it end in success? If not, any suggestions on how it might have? Read on to find out.

  https://www.kdnuggets.com/2019/07/training-neural-network-write-like-lovecraft.html