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#telemetry News & Analysis

2 articles tagged with #telemetry. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · Apr 77/10
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AI Trust OS -- A Continuous Governance Framework for Autonomous AI Observability and Zero-Trust Compliance in Enterprise Environments

Researchers propose AI Trust OS, a new governance framework that uses continuous telemetry and automated probes to discover and monitor AI systems across enterprise environments. The system addresses compliance gaps in AI governance by shifting from manual attestation to autonomous observability, automatically registering undocumented AI systems through telemetry analysis.

AIBullisharXiv – CS AI · Mar 46/104
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REGAL: A Registry-Driven Architecture for Deterministic Grounding of Agentic AI in Enterprise Telemetry

Researchers present REGAL, a registry-driven architecture that enables AI agents to work deterministically with enterprise telemetry data from systems like CI/CD pipelines and observability platforms. The system addresses key challenges of grounding Large Language Models on private enterprise data through structured data processing and version-controlled action spaces.