Mind Matters Natural and Artificial Intelligence News and Analysis

TagHallucination in Large Language Models (LLMs)

concept-image-to-explain-how-ai-hallucinations-occur-when-an-671664701-stockpack-adobestock
Concept image to explain how AI hallucinations occur when an AI model generates false or illogical information that isn't based on real data or events, but is presented as fact.

Plagiarism and Defamation—Two More Bad Things LLMs Are Good At

The authors’ and publishers’ copyright claims against the chatbot developers are only one of the legal problems the industry faces

The LLMs’ hallucinations could end up getting them severely restricted in Europe, depending on the outcome of a recent legal challenge for defamation.

Read More ›
city-skyline-shrouded-in-a-thick-layer-of-fog-elevated-aeria-1622244505-stockpack-adobestock
City skyline, shrouded in a thick layer of fog. Elevated aerial view reveals numerous high-rise buildings emerging from a dense cloud cover. A clear, pale blue sky is visible above the clouds

A Lack of Transparency Threatens AI — and the American Economy

Even the Wall Street Journal does not appear to understand the nature of the looming problems

AI software startups should be required to release audited numbers so that we can at least understand the current state of the AI economy.

Read More ›
courtroom-symbolizes-law-and-authority-through-a-judgment-ga-1533281955-stockpack-adobestock
Courtroom symbolizes law and authority through a judgment gavel

Case Study: How Not to Sue AI for Libel

I personally favor modernizing the civil laws against libel and defamation to take into account the type of injuries that chatbots can inflict.

Read More ›
silicon-valley-traffic-sign-stockpack-adobe-stock
silicon valley traffic sign

Big Tech’s Recent Big Admission: Chatbots Are Not Very Reliable

Here in Part 2, I discuss Stanford prof Jeremy Utley’s hype video in the context of that and other sobering facts

When using chatbots and other GenAI, keep the long-term goals of the developers in mind.

Read More ›
large-language-model-ai-machine-learning-concept-brain-business-stockpack-adobe-stock
large language model AI machine learning concept brain business

From Data to Thoughts: Why Language Models Hallucinate

The limits of today’s language models and paths to real cognition

We’ll need an architectural approach that can handle propositions—thoughts, judgments, reasoning structures—as first-order objects.

Read More ›
chatgpt-artificial-intelligence-conversational-chat-bot-by-open-ai-using-machine-learning-generative-ai-stockpack-adobe-stock
ChatGPT Artificial Intelligence conversational chat bot by open ai using machine learning, Generative AI

Astrophysicist: Don’t Say That Chatbots “Hallucinate”

Adam Frank points out that human-type “hallucination” is not at all what drives a chatbot to claim that the Russians sent bears into space

Frank, fellow physicist Marcelo Gleiser, and philosopher Evan Thompson argue in a new book that ignoring explicitly human experience is a blind spot for science

Read More ›
polar-bear-astronaut-in-space-suit-generative-ai-stockpack-adobe-stock
polar bear astronaut in space suit, generative ai

Internet Pollution — If You Tell a Lie Long Enough…

Large Language Models (chatbots) can generate falsehoods faster than humans can correct them. For example, they might say that the Soviets sent bears into space...

Later, Copilot and other LLMs will be trained to say no bears have been sent into space but many thousands of other misstatements will fly under their radar.

Read More ›