Medical AI training reduces false lesion reports but misses critical external cases
Researchers report in a preprint that training MedScope-4B on images with lesions erased reduced its tendency to report findings absent from an image.
TimeOmni-o1 combines text reasoning and time series forecasting in one architecture
Researchers report that TimeOmni-o1 combines a language model with a pretrained time series model to interpret text and numerical sequences together and generate both text and forecasts.
Research agent improves dye removal across 15 autonomous laboratory rounds
Researchers report in a preprint that their Embodied Science Agent improved wastewater treatment results over 15 continuous rounds of autonomous experiments. Final solution transmittance rose from 82% to 99.7%, corresponding to a 98.5% reduction in residual dye concentration.
Microsoft patches 1,093 vulnerabilities, including exploited Outlook flaw
Microsoft released updates fixing 1,093 vulnerabilities in Windows and supported software, including an Outlook spoofing flaw already being exploited, Krebs on Security reported.
Git releases fixes for six vulnerabilities, including recursive-clone code execution
The Git project released patches for six security vulnerabilities, including a flaw that can execute attacker-controlled code when a user recursively clones a malicious repository, GitHub announced. Fixes are available in Git 2.56.1 and six maintenance releases.
Daylight raises $80M Series B led by Goldman Sachs Alternatives
New York-based Daylight raised an $80M Series B led by Goldman Sachs Alternatives, the Wall Street Journal reported. Sources put its valuation at approximately $400M. Daylight provides managed security through a platform that pairs AI agents with human experts.