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July 24 AI news: Black Forest Labs launches Flux 3 multimodal model, Kimi K3 lags in US-UK gov tests, Alibaba Qwen tops TTS rankings, Etched raises $300M, AMD unveils MI430X.

Deep dive into GPT-5.6 (Sol/Terra/Luna): one-shot complex coding, agentic workflows, benchmark wins over Claude — but hallucination and vision still lag. Must-read for developers.

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