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Applied AI·July 16, 2026·1 min read

Meta's Oversight Board says top AI models may be restricting free expression in its first evaluation of LLMs, as it seeks to expand its influence beyond Meta

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If the Oversight Board argues leading LLMs restrict free expression, content governance is about to extend from platforms to the models underneath them. Any product embedding third-party LLMs for moderation or generation should be ready to justify its model choices to regulators and civil society, not just to users.

Applied AI

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

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.