https://meshery-extensions.github.io/tcslabs-academy/pr-preview/pr-36/tags/responsible-ai/Recent content in Responsible-Ai on TCS Labs AcademyHugoenhttps://meshery-extensions.github.io/tcslabs-academy/pr-preview/pr-36/learning-paths/deea6061-b6be-49a9-ad1c-f1a5c32e1fa9/governance-security-and-responsible-ai-for-infrastructure/responsible-ai-for-operations/responsible-ai/Mon, 01 Jan 0001 00:00:00 +0000https://meshery-extensions.github.io/tcslabs-academy/pr-preview/pr-36/learning-paths/deea6061-b6be-49a9-ad1c-f1a5c32e1fa9/governance-security-and-responsible-ai-for-infrastructure/responsible-ai-for-operations/responsible-ai/https://meshery-extensions.github.io/tcslabs-academy/pr-preview/pr-36/learning-paths/deea6061-b6be-49a9-ad1c-f1a5c32e1fa9/governance-security-and-responsible-ai-for-infrastructure/responsible-ai-for-operations/Mon, 01 Jan 0001 00:00:00 +0000https://meshery-extensions.github.io/tcslabs-academy/pr-preview/pr-36/learning-paths/deea6061-b6be-49a9-ad1c-f1a5c32e1fa9/governance-security-and-responsible-ai-for-infrastructure/responsible-ai-for-operations/<p>AI agents can propose, generate, and apply infrastructure changes at a speed and scale that outpaces traditional review. That capability is only safe when it is surrounded by deliberate controls - validation layers that catch hallucinated resources before they reach a cluster, audit trails that record every proposal and its rationale, cost budgets that prevent runaway token and cloud spend, and clear human ownership that ensures someone is always accountable for what the agent does.</p>