LLMs Know More Than They Show.

A Beautiful Introspection into LLMs

What if the secret of hallucinations lies within?

A group of researchers from Apple, Technion, and Google Research have made a fascinating discovery: Large Language Models (LLMs) seem to understand ‘truth’ and that this truth sometimes doesn’t align with what they give back.

In other words, they seem to know more than what they show.

This finding could have huge repercussions, not only in the portrayal these models have in our society but in new techniques to mitigate hallucinations by forcing out the ‘truth’ from within them.

Crucially, it will also introduce you to a new and unique way to fight hallucinations that could soon prove essential to any well-functioning organization.

You are probably sick of AI newsletters that simply explain what happened. That is easy, and anyone can do it, which is why there are so many and why you have grown to abhor them.

But explaining why it matters is another story. That requires knowledge, investigation, and deep thought… all attributes of the people who engage weekly with TheTechOasis, the newsletter that aims to answer the most pressing questions in AI in a thoughtful yet easy-to-follow way.