Regulators converge on model documentation and incident reporting
Policy across the EU, US and India is aligning on a practical core: document what the model does, log what it did, and report when it fails.
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Policy across the EU, US and India is aligning on a practical core: document what the model does, log what it did, and report when it fails.
Budgets are moving away from isolated pilots toward integration, data readiness and change management — the unglamorous work that determines whether AI reaches production.
Vision-language models now read forms, tables and scanned pages with enough accuracy that OCR-first pipelines are being retired.
Investors are backing narrow, domain-deep agents — legal, logistics, public services — over general assistants, betting on workflow ownership.
Several manufacturers have begun limited factory pilots, with foundation models for control proving the enabling technology.