AI Animation

The Web Novel Industry Is Already Dead — And AI Animation Just Dug the Grave

📅 July 3, 2026 📂 AI & Machine Learning

Web novels thrived because they were the only zero-cost entertainment in a resource-starved era. Now AI animation is about to make video production equally cheap — and far more engaging. The middle-class writer is trapped between free platforms, plagiarist studios, and AI churn. The only survivors will be those who pivot from text to visual storytelling before the industry collapses.

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This AI Detection Benchmark Is Almost Too Good. That’s the Problem.

📅 July 2, 2026 📂 AI & Machine Learning

The PES Benchmark v0.2 achieves a staggering Cohen’s d of 10.4 — near-perfect separation between real and AI-generated motion. But this extreme performance is a warning, not a victory. As detection improves, AI generators learn to fix their tells. The arms race is real, and this benchmark may be the last snapshot of a winning detection strategy.

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