AI-Audited: An Open Interface for Autonomous DE...
summary
Comparative AI audit runs Claude, Mistral and a locally hosted model against microgrid standards (IEEE 2030.5, IEC 61850, CIM, OpenADR 3, ISO 15118, IEEE 1547, SunSpec) with frozen prompts and zero temperature, scoring capability declaration, bounded authority, decision auditability and data governance. Result: capability declaration is well covered, bounded authority is partial, auditability and data governance show clear gaps. A v0 interface contract GAIFARE v0 is in the ORES repo and a simulation shows the authority grant autonomously prevented a brownout.
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chapters (9)
- 0:00Introduction and team
- 1:05Focus on microgrid agents
- 2:08LLM evaluation of standards
- 3:51Gap analysis findings
- 5:16Live demo of tool
- 6:40Applying results to agents
- 7:43Governance solution proposal
- 8:46Practical simulation example
- 9:52Call to action and thanks
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