#hallucinations

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large-language-models
KDnuggets
3 months ago
Artificial intelligence

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

Large language models (LLMs) like OpenAI's GPT and Mistral's Mixtral are being widely used for AI-powered applications.
Factually incorrect information, known as hallucinations, can occur when working with LLMs due to prompts and biases in training the models. [ more ]
The Hill
4 months ago
Artificial intelligence

AI models frequently 'hallucinate' on legal queries, study finds

Generative AI models frequently produce false legal information, with hallucinations occurring between 69% to 88% of the time.
The pervasive nature of these legal hallucinations raises significant concerns about the reliability of using large language models (LLMs) in the field. [ more ]
www.fastcompany.com
4 months ago
Artificial intelligence

How AI companies are trying to solve the LLM hallucination problem

Large language models like ChatGPT have shown a tendency to generate false or made-up information, which presents legal and reputational risks for companies.
Companies are now racing to develop solutions to minimize the damage caused by hallucinations in language models. [ more ]
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Slate Magazine
6 days ago
Writing

When I Look at People's Faces, I See Demons, Dragons, and Nauseating Potato People

Living with prosopometamorphopsia causes individuals to experience wild hallucinations and struggle with recognizing faces, even familiar ones. [ more ]
TechCrunch
1 week ago
Artificial intelligence

Why RAG won't solve generative AI's hallucination problem | TechCrunch

Hallucinations in generative AI models pose challenges for businesses integrating the technology. [ more ]
Singularity Hub
3 months ago
Artificial intelligence

Why the New York Times' AI Copyright Lawsuit Will Be Tricky to Defend

Lawsuits against AI companies over copyright issues increasing
Legal arguments around training data in AI lawsuits evolving
Novel argument about AI 'hallucinations' in NYT case [ more ]
MarTech
3 months ago
Artificial intelligence

AI-powered martech releases and news: Jan. 18 | MarTech

89% of engineers working on LLMs/genAI report issues with hallucinations in their models
83% of ML professionals prioritize monitoring for AI bias in their projects [ more ]
Bloomberglaw
4 months ago
Artificial intelligence

Popular AI Chatbots Found to Give Error-Ridden Legal Answers

Popular AI chatbots from OpenAI, Google, and Meta Platforms are prone to 'hallucinations' when answering legal questions.
Generative AI models trained for legal use may perform better, but caution is still needed in their deployment. [ more ]
Smashing Magazine
3 months ago
Data science

A Simple Guide To Retrieval Augmented Generation Language Models - Smashing Magazine

Language models can suffer from 'hallucinations' and provide inaccurate or outdated information.
Retrieval Augmented Generation (RAG) is a framework designed to address these limitations by incorporating relevant, up-to-date data. [ more ]
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