TII's Falcon H1R 7B claims big-model reasoning without big-model size. Here's what its hybrid design, benchmarks, and license mean for your business.

Running an HVAC shop with paper, phone calls, and memory is burning time and profit. This guide shows the exact automation stack and 90-day roadmap HVAC owners use to save 20+ hours a week.

Alibaba's Qwen-Image-2512 targets enterprise image generation with open weights, Apache 2.0 licensing, stronger text-in-image rendering, and a $0.075/image API option.

Meta is acquiring AI agent startup Manus for over $2B. The deal signals a shift from chatbot demos to reliable execution layers that complete real workflows.