Small Language Models Outperform Frontier AI On Cost, Speed And Accuracy

Bigger has defined AI from day one. New data says task-specific small models beat frontier LLMs on accuracy, cost and speed — and save money.
bjo.bmj

Drusen volume and reticular pseudodrusen volume from optical coherence tomography with deep learning as risk factors for progression to late age-related macular degeneration in ...

Aim To implement a deep learning-based segmentation algorithm to quantify reticular pseudodrusen (RPD) and drusen volumes on optical coherence tomography (OCT) and investigate their association with ...

Researchers develop new 'emotionally aware' model for classifying mental health conditions

Researchers have developed a new "emotionally aware" AI-based model for classifying mental health conditions, which could ...

AI Citation Share Ships, New Data Doubts LLMS.txt – SEO Pulse

Bing rolls out AI Citation Share; fresh data show LLMs.txt files go mostly unread; Google backs two agent specs; and the UK ...
IEEE

Cross-Domain Discriminative Subspace Classification Algorithm for Review Text Sentiment Recognition Oriented E-Commerce Platforms

Abstract: Online reviews on E-commerce platforms contain users’ opinions and emotions about the purchased products. How to enable machines to understand the semantics of review texts and judge their ...
IEEE

IT Ticket Classification: The Simpler, the Better

Abstract: Recently, automatic classification of IT tickets has gained notable attention due to the increasing complexity of IT services deployed in enterprises. There are multiple discussions and no ...
gut.bmj

Classification of acute pancreatitis—2012: revision of the Atlanta classification and definitions by international consensus

8 Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA Correspondence to Michael G Sarr, Department of Surgery, Mayo Clinic (GU 10-01), 200 1st ...