Ranks distinct AI gain and problem claims from the published record. Scores reward impact, independent source strength, scale, confidence, and recency.
A PLOS ONE study from April 2024 proposed a transfer learning system for crime prediction that fine-tunes a BiLSTM model and applies knowledge learned in one neighbourhood to another, aiming to overcome limited crime data and training resources. It was evaluated on crime datasets from Chicago, New York and Lahore against SMA, WMA, EMA, LSTM, BiLSTM and CNN-LSTM baselines.
A peer-reviewed study published November 17, 2025 analyzed skill heterogeneity as technology moves from physical automation to cognitive automation. It assessed both substitution and control, finding limited substitution for high- and low-skilled workers, but stronger control for low-skilled workers, and compared sectoral effects of automation versus large language models.
This peer-reviewed review from April 2024 describes how AI is being applied across education, with adaptive learning systems analyzing student performance to build personalized paths, and AI tools automating grading, lesson creation, real-time feedback, and administrative tasks like enrollment and scheduling.
In a peer-reviewed study published April 1, 2024, researchers surveyed 401 Chinese university students and modeled how AI and social media use relate to academic performance and mental well-being, with smart learning as a mediator.
On 2026-06-23, an FDA device event record for Davinci xi by Intuitive surgical, inc. cited a literature case report on AI for surgical support in robot-assisted distal pancreatectomy. The record states the dissection line on the lower margin of the pancreas was falsely recognized and pancreatic tissue was damaged during the procedure.
Christopher Nolan, promoting his $250m film The Odyssey, told AFP in Paris that AI has been successfully adopted by Wall Street and tech companies but thoroughly rejected by the public, with young people expressing disdain and coining 'AI slop' for AI-generated text, video and audio flooding social media.
In early 2026 KPMG Australia reported that over two dozen employees, including a partner fined A$10,000, had been caught using AI tools to cheat on internal exams since July 2025, with the cheating detected by the firm's own AI detection systems during a course focused on AI itself.
Ossur recalled its Rheo Knee bionic prosthetic after an internal audit found units were released for distribution without fully going through the assembly process. The device is described as using Artificial Intelligence to adapt to walking style and environment for lower extremity amputations, and customers were told on February 26, 2015 to return units for acceptance testing.
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