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.
Hydrogen sensor detects 100 parts per million in hot, humid tests
Researchers have developed a hydrogen sensor that detects concentrations as low as 100 parts per million at 80°C and 90% relative humidity without an external heater, according to work published in Advanced Materials.
AWS makes AgentCore web search available through an API using AWS credentials
AWS says its Amazon Bedrock AgentCore Web Search API is now available, giving applications current web results from an index Amazon operates. Requests use existing AWS credentials, and AWS says it does not forward queries to a third-party search engine.
AWS lets customers consolidate billing group and transfer views
AWS now lets customers combine Billing Conductor and Billing Transfer views into custom billing views, giving resellers and organizations a consolidated picture of costs across customers or business units.
