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Why We’ve Been Optimizing the Incorrect Thing in LLMs for Years

Standard Large Language Models (LLMs) are trained on a straightforward objective: Next-Token Prediction (NTP). By maximizing the probability of the immediate subsequent token , given the previous context, models have achieved remarkable fluency and...

AI means the top of web search as we’ve known it

, is Pichai’s message. He argues that even within the age of AI Overviews, people will still wish to click through and go deeper for a lot of varieties of searches. “The underlying...

AI is dreaming up drugs that nobody has ever seen. Now we’ve got to see in the event that they work.

Today, on average, it takes greater than 10 years and billions of dollars to develop a recent drug. The vision is to make use of AI to make drug discovery faster and cheaper....

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