Unite.AIOpinion

The Costly Oversights of Untested AI (and How to Prevent Them)

AI has become the new corporate obsession — the boardroom equivalent of gold rush fever. Executives can’t resist the allure ...
CNET

Is AI Purposefully Underperforming in Tests? OpenAI Explains Rare But Deceptive Responses

Research reveals some AI models can deliberately underperform in lab tests, however, OpenAI says this is a rarity.

Algorithm finds smallest dataset that guarantees optimal solutions to complex problems

Determining the least expensive path for a new subway line underneath a metropolis like New York City is a colossal planning challenge—involving thousands of potential routes through hundreds of city ...
IEEE

Optimizing Pre-Trained Code Embeddings With Triplet Loss for Code Smell Detection

Abstract: Code embedding represents code semantics in vector form. Although code embedding-based systems have been successfully applied to various source code analysis tasks, further research is ...
Morningstar

Aptori's Code-Q Closes the Loop on Application Security, From Detection to Remediation

Now in GA, Code-Q delivers verified, explainable fixes that integrate directly into development workflows—turning security findings into production-ready code changes. Enterprises have made progress ...
lebledparle

‎OpenAI introduces Aardvark: A new AI to help developers detect code vulnerabilities

In a world where a single line of bad code can expose an entire system, OpenAI is taking cybersecurity to the next level. The company has unveiled Aardvark, a new artificial intelligence agent ...
IEEE

Three-Way Outlier Detection Based on Shadowed Granular-Balls

Abstract: Most existing outlier detection methods rely on a single and fine-grained data representation, making them vulnerable to noise and inefficient in capturing local anomalies. Granular-ball ...
Dallas Morning News

Dallas looks to deploy AI-powered cameras on sanitation trucks to detect code violations

Images captured in 2024 during the pilot program, cameras were installed by City Detect, an Alabama-based company, on code compliance vehicles, which were driven around the city for a couple of days.
The Boston Globe

Massachusetts is sole outlier on a national child custody code

Custody disputes between divorcing and warring parents are complicated enough already. When one of those parents wants to move across a state line — for work or just for a fresh start — the law should ...
Scientific Research Publishing

Chen, S., Qian, Z., Siu, W., Hu, X., Li, J., Li, S. and Zhao, Y. (2024) PyOD 2: A Python Library for Outlier Detection with LLM-powered Model Selection.

ABSTRACT: In recent decades, the impact of climate change on natural resources has increased. However, the main challenges associated with the collection of meteorological data include the presence of ...
Scientific Research Publishing

Machine Learning-Based Outlier Detection in Long-Term Climate Data: Evidence from Burkina Faso’s Synoptic Network ()

Laboratoire de Matériaux et Environnement (LAME), Université Joseph Ki-Zerbo, Ouagadougou, Burkina Faso. In recent decades, the impact of climate change on natural resources has increased. However, ...