Updated Feb 6
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Google launches Gemini for government services in preview with human approval gates
Google has introduced a public-sector version of its Gemini agent with government skills, system connectors, partner agents and a governed control plane. The preview promises citations and human approval for consequential steps, but agencies still need to verify authority, records handling and real workflow outcomes.
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Gemini Enterprise can render MCP Apps as interactive interfaces inside chat
Google’s new developer guide shows how MCP Apps pair a tool with a live interface rendered in Gemini Enterprise. The pattern can shorten multi-step work, but developers must still bind the widget to approved tools, isolate it in a sandbox and verify every consequential server action.
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Amazon Bedrock adds schema-enforced outputs for Claude across both API surfaces
Amazon Bedrock now supports JSON Schema output format and strict tool use for available Anthropic Claude models on its runtime and Mantle endpoints. Constrained decoding can eliminate malformed JSON, but developers still need semantic validation, authorization checks and acceptance tests for downstream actions.
Amazon BedrockAnthropic Claudestructured outputs