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AI News Roundup — July 19, 2026
Open-weight trillion-parameter models race ahead as Kimi K3 tops coding charts and Alibaba previews Qwen 3.8 — but new benchmarks expose dangerous AI overconfidence in radiology and text detection. Plus SQRL, GenCeption, Apple v. OpenAI, and more.