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Applied AI·April 15, 2026·1 min read

Obsbot Tiny 3 webcam review: Powerful, but too much for most people

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A 4K, gimbal-tracking, AI-heavy webcam being “too much” for most users shows the gap between spec-sheet AI and actual workflow value. If you’re shipping AI features, bias toward invisible improvements — latency, framing, clarity — over control panels and gimmicks that add cognitive load.

Applied AI

Cal.com, which provides scheduling software, is moving its core open-source codebase to a closed repository, citing the dangers of AI hacking its open code (Steven Vaughan-Nichols/ZDNET)

When a scheduling tool vendor cites ‘AI hacking open code’ as the reason to close source, the open-core model is under direct pressure from automated exploit discovery. If your moat depends on obscurity or license terms instead of service, ecosystem, or brand, assume AI-enabled attackers and competitors will erode it faster than your roadmap anticipates.