Researchers find Grok Build exposes data from over 35,000 apps
Researchers found that Grok Build, SpaceXSI's AI coding agent, is leaking data from over 35,000 apps through shareable links, Ars Technica reported. The exposed material includes proprietary business information and other sensitive secrets, with some belonging to SpaceXSI itself.
Ginux shifts to a userspace kernel with a Rocky Linux baseline
Ginux has moved active development from an independent bootable kernel to a userspace kernel that runs as an ordinary Linux process, according to its project documentation.
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.
Tree-Ising preprint reports cheaper weight repairs that improve math accuracy
Researchers report in a preprint that Tree-Ising repairs language model weights with four forward-pass requests and zero LLM tokens. On Qwen3.5-0.8B, the method scored 54.6% on MATH-500, compared with 51.7% for an earlier agent-generated repair under the same evaluation protocol.
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.

