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Large Language Models Get All the Hype, but Small Models Do the Real Work

There’s a paradox at the heart of modern AI: The kinds of sophisticated models that companies are using to get real work done and reduce head count aren’t the ones getting all the attention. Ever-more ...
Forbes

AppliedAI ‘Employs’ Large Work Models In Opus

LONDON - NOVEMBER 03: Production staff on the weekly fashion magazine, Grazia edit the magazine in a temporary office inside the Westfield shopping centre on November 3, 2008 in London. For one week ...

Autocomplete: Large language models can repeat training data verbatim

Researchers show that LLMs can reproduce copyrighted training data almost verbatim. This means headaches for model providers.

AI Models Are Starting to Learn by Asking Themselves Questions

An AI model that learns without human input—by posing interesting queries for itself—might point the way to superintelligence ...
MIT Technology Review

Anthropic can now track the bizarre inner workings of a large language model

What the firm found challenges some basic assumptions about how this technology really works. The AI firm Anthropic has developed a way to peer inside a large language model and watch what it does as ...

AI’s Memorization Crisis

O n Tuesday, researchers at Stanford and Yale revealed something that AI companies would prefer to keep hidden. Four popular ...
Defense One

For DOD, the future of large language models is smaller

The U.S. military is working on ways to get the power of cloud-based, big-data AI in tools that can run on local computers, draw upon more focused data sets, and remain safe from spying eyes, ...
Live Science

Large language models can be squeezed onto your phone — rather than needing 1000s of servers to run — after breakthrough

Running massive AI models locally on smartphones or laptops may be possible after a new compression algorithm trims down their size — meaning your data never leaves your device. The catch is that it ...
Quanta Magazine

To Make Language Models Work Better, Researchers Sidestep Language

Language isn’t always necessary. While it certainly helps in getting across certain ideas, some neuroscientists have argued that many forms of human thought and reasoning don’t require the medium of ...

An electronic health record-integrated AI agent advances personalized prostate cancer education

Mayo Clinic researchers have developed and evaluated MedEduChat, an electronic health record (EHR) that works with a large ...
Semiconductor Engineering

Small Vs. Large Language Models

The proliferation of edge AI will require fundamental changes in language models and chip architectures to make inferencing and learning outside of AI data centers a viable option. The initial goal ...