Even as large language models (LLMs) become ever more sophisticated and capable, they continue to suffer from hallucinations: offering up inaccurate information, or, to put it more harshly, lying. Mayo Clinic, one of the top-ranked hospitals in the U.S., has adopted a novel technique to address this challenge. To succeed, the medical facility must overcome the limitations of retrieval-augmented…
LLMs Power AI: Exploring Transformer Architecture
February 17, 2025
Today, virtually every cutting-edge AI product and model uses a transformer architecture. Large language models (LLMs) such as GPT-4o, LLaMA, Gemini and Claude are all transformer-based, and other AI applications such as text-to-speech, automatic speech recognition, image…
LLMs Generalize Better with Less Hand-Labeled Training
February 13, 2025
Large Language models(LLMs) can generalize better when left to create their own solutions, a new study by Hong Kong University and University of California, Berkeley, shows. The findings, which apply to both large language models (LLMs) and vision language models (VLMs)…
The 4 biggest AI stories from 2024 and one key prediction for 2025
December 24, 2024
In a Nutshell
In 2024, AI commercialization thrived with new Large Language Models (LLMs) from various companies. OpenAI expanded beyond ChatGPT, open-source AI gained traction, Google’s Gemini series excelled, and agentic AI solutions emerged in enterprises. The prediction for 2025 is increased AI-generated content adoption across sectors.
By all measures, 2024 was the biggest year for…
Refuel AI, a company using large language models (LLMs) to generate high-quality training data for AI models, today came out of stealth with $5.2 million in seed funding. The company said it will use the round to grow its team and build out its platform’s capabilities…
