Audit the accessibility tree, not only the Lighthouse a11y score
Agents and screen readers share the same semantic layer. A green Accessibility category is not proof that money-page actions have roles, names, and landmarks machines can use.

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Articles tagged with #ai
Agents and screen readers share the same semantic layer. A green Accessibility category is not proof that money-page actions have roles, names, and landmarks machines can use.

A pre-build checklist: job vs chatbot, least privilege, approval gates, evals, cost, when you need WebMCP and MCP, and who monitors the URLs the agent needs.

FID became INP, AI rewrote coding and discovery, frameworks churned, and agency clients started asking for field data instead of one Lighthouse screenshot. Field notes from the middle of 2026, not a nostalgia list.

GEO papers, answer-engine playbooks, crawl hygiene, zero-click studies, and entity graphs do not agree on the first lever. Agencies need a way to choose the right lens, not another vendor checklist.

Institutional LLMs, EuroHPC, publisher bot controls, and agent standards are converging. A practical map of what changed, with examples agencies can use in client conversations without turning into policy pundits.

DG Translation is training an EU Institutional LLM on Euramis data and EuroHPC supercomputers, with all 24 official EU languages in scope. What that means for multilingual sites, benchmarks, and sovereign AI tooling.
