General
Helsinki reported a full year with no traffic fatalities, attributed to data-driven mobility policies, reduced speed limits, and enhanced enforcement. The city has expanded pedestrian and cycling infrastructure and decarbonized public transport, contributing to a long-term decline in traffic injuries. The EU is watching Helsinki's approach as Brussels pushes for broader road-safety gains across member states.
A product and research page introducing GLM-4.7-Flash, a 30B Mixture-of-Experts model designed for lightweight deployment. The page presents benchmark results, local deployment opt…
Analytics
The article analyzes the percentage of fix commits across 200 open-source repositories using a shell script, GNU Parallel, and DuckDB to quantify fix_ratio. It concludes that the typical fix-ratio is closer to 10% rather than 15%, discusses caveats of the sample, and offers practical takeaways for those analyzing repository metrics.