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Tag: hallucination

To Prevent Generative AI Hallucinations and Bias, Integrate Checks and Balances

The quality, quantity, and diversity of training data have a tremendous impact on generative AI (GenAI) model performance. Factors such as model architecture, training techniques, and the complexity of the problems being Read more…

Who’s Watching Your GenAI Bot?

In January, a UK delivery service called DPD made headlines for the worst reasons. A customer shared an incredible exchange with DPD’s customer service chatbot, which varied in its replies from, “F**k yeah!” to “ Read more…

Top Five Reasons Why ChatGPT is Not Ready for the Enterprise

With all the excitement over ChatGPT, why have so many businesses, including Apple, Amazon, Verizon, JP Morgan Chase, Deutsche Bank, Northrup Grumman, Samsung, and Accenture banned its use? This reluctance is primarily d Read more…

Vectara Spies RAG As Solution to LLM Fibs and Shannon Theorem Limitations

Large language models (LLMs) hallucinate. There’s just no way around that, thanks to how they're designed and fundamental limitations on data compression as expressed in the Shannon Information Theorem, says Vectara CE Read more…

Leveraging GenAI and LLMs in Financial Services

Data and large language models (LLMs) can save banks and other financial services millions by enhancing automation, efficiency, accuracy, and more. McKinsey reports that the productivity lift from generative AI can lead Read more…

Making the Leap From Data Governance to AI Governance

The topic of data governance is one that’s been well-trod, even if not all companies follow the widely accepted precepts of the discipline. Where things are getting a little hairy these days is AI governance, which is Read more…

Top 10 Challenges to GenAI Success

So you want to implement generative AI? That’s great news! You can count yourself among the majority of IT decision makers who have also seen the potential of this transformative tech. While GenAI has the potential to Read more…

When GenAI Hype Exceeds GenAI Reality

The huge amount of hype around generative AI since ChatGPT launched 11 months ago has been unlike any piece of technology people have seen in a generation. But despite the massive investment of awareness, time, and budge Read more…

How Large Language Models and Humans Can Make Strategic Decisions Together

Over the last year, Large Language Models (LLMs) have taken the world by storm. Much of the public was first exposed to the revolutionary abilities of LLMs when they were introduced to OpenAI's ChatGPT in late 2022. S Read more…

Nvidia’s AI Safety Tool Protects Against Bot Hallucinations

Early large-language models have proven to be triple-threat AIs – Bing and ChatGPT are entertaining, and can generate artificial love, hate, and even dance. But in the process of testing large-language models, one Read more…

Media Roundup: GPT-4’s Big Debut

Just two years ago, nobody outside of a small group of AI researchers and practitioners knew what a “large language model” was. But thanks to the launch of ChatGPT in November, everybody and her cat is an LLM expert Read more…

Hallucinations, Plagiarism, and ChatGPT

ChatGPT was introduced just seven weeks ago, but the AI has already garnered a lifetime’s worth of hype. It’s anybody’s guess whether this particular technology opens the AI kimono for good or is just a blip before Read more…

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