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Updated Sep 20, 2026
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Large Tabular Models Excel Where LLMs Fail

A new generative AI model, known as NEXUS, has emerged from the startup Fundamental, which recently secured $275 million in funding. Launched on February 5, 2026, NEXUS is designed to analyze structured data, a task that traditional large language models (LLMs) like ChatGPT and Claude struggle with....

IEEESpectrumAI Academic & Research

LLMs help robots understand vague instructions and focus on key details

Researchers at MIT have developed an innovative approach to enhance the efficiency of robots in performing chores in various environments, including homes and factories. This new method employs a dual-language model system: the first model is designed to interpret and clarify user instructions, whil...

MITNews Academic & Research

Archivists Turn to LLMs to Decipher Handwriting at Scale

Recent advancements in artificial intelligence are revolutionizing the transcription of handwritten historical documents, making previously inaccessible archives more usable for researchers and the public. Mark Humphries, a history professor at Wilfrid Laurier University in Ontario, has been at the...

IEEESpectrumAI Academic & Research
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