Companies are tightening protections for minors and experimenting with opt-in personalization and paid tiers, while regulators advance workplace algorithm rules. Concurrently, AI is consolidating as infrastructure, with transformer-based weather models and large models moving into scientific workflows, highlighting the need for disciplined team practices to turn capabilities into trusted services.
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