Open Source AI in Mid-2026: The Convergence Is Real — And So Are the Divides
By mid-2026 the gap between the best open-weight models and closed frontier systems has narrowed dramatically on benchmarks and many real workloads. But production reality — especially for reliable agentic systems, regulated environments, and long-horizon reasoning — still reveals meaningful differences. Here's where things stand and what it means for teams building actual platforms.