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Applied AI·July 16, 2026·1 min read

AI-powered software could recover 300GW of hidden capacity for the US power grid, enough to power thousands of AI data centers

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If tools like GridCARE can actually unlock even a fraction of 300 GW of latent transmission capacity, the near-term constraint on AI buildout shifts from steel-in-the-ground to software and regulatory approval. Data center operators and large loads should be asking utilities what grid-aware software they’re piloting before committing to expensive on-site generation.

Applied AI

Kimi-K3 is now #1 on the Frontend Code Arena benchmark, surpassing Claude Fable 5; the model scored 88.3 on Terminal Bench 2.1, only below GPT-5.6 Sol's 88.8

Kimi-K3 topping Frontend Code Arena and nearly matching GPT-5.6 Sol on Terminal Bench 2.1 shows Chinese open-source models are now competitive at the coding frontier. For engineering leaders, the model choice conversation is shifting from ‘is open good enough?’ to ‘which jurisdiction, license, and ecosystem risk are we comfortable with?’.