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Unstable software tests cause issues that spread across projects

Researchers found that over half of projects in the popular OpenStack ecosystem are affected by shared instability from “flaky tests”, resulting in a cumulative loss of 1,156 days of developer time. The study identifies environmental and system-level factors as major causes of test instability.

SourceKyushu University·JournalIEEE Transactions on Software Engineering·TypeData/statistical analysis·DateMay 26, 2026

High-reliability thermoreceptors with minimal temporal and spatial variations through photo-induced patterning thermoelectrics

A team of researchers has developed high-reliability artificial thermoreceptors that mimic human nociceptors, enabling robots to detect harmful thermal stimuli with exceptional accuracy. The devices use photo-induced patterning thermoelectrics and exhibit minimal temporal and spatial variations.

SourceShanghai Jiao Tong University Journal Center·JournalNano-Micro Letters·TypeExperimental study·DateSep 7, 2025

Hypergraphs are worth the hype

Hypergraph research aims to improve network resilience by analyzing multi-way relationships, enabling more accurate representations of complex systems. By modeling projects within Texas A&M University as hypergraphs, researchers can depict interconnectedness and how individual work affects the entire system.