{"type":"post","id":"an-alignment-benchmark-for-enterprise-agents-on-era-1a0f04","slug":"an-alignment-benchmark-for-enterprise-agents-on-era-1a0f04","title":"An Alignment Benchmark for Enterprise Agents on Era by Eon","description":"A paper on Era by Eon reports that 918 of 2,304 answer-producing runs in a simulated enterprise benchmark contained a policy violation.","retrieval_nugget":"A paper on Era by Eon reports that 918 of 2,304 answer-producing runs in a simulated enterprise benchmark contained a policy violation. The result matters because it exposes failures in agents’ handling of business records and actions even when the environment records and blocks changes before they take effect.","published_at":"2026-11-04","updated_at":"2026-11-04","record_date":"2026-11-04","date_kind":"published_at","topics":["enterprise-agents"],"entities":["Era by Eon","Salesforce","Zendesk","Jira","Slack","Nova Pro"],"related_patterns":["agent-security-moves-to-runtime-boundaries"],"novelty_label":"new_fact","what_changed":"The paper reports benchmark results: 19 models across 41 tasks had violations in 40% of 2,304 answer-producing runs, with every tested model showing violations.","prior_refs":[],"source_url":"https://arxiv.org/abs/2610.38544","source_urls":["https://arxiv.org/abs/2610.38544"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:an-alignment-benchmark-for-enterprise-agents-on-era-1a0f04","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/an-alignment-benchmark-for-enterprise-agents-on-era-1a0f04/","markdown":"https://newruntime.com/posts/an-alignment-benchmark-for-enterprise-agents-on-era-1a0f04.md","json":"https://newruntime.com/posts/an-alignment-benchmark-for-enterprise-agents-on-era-1a0f04.json"},"markdown_url":"https://newruntime.com/posts/an-alignment-benchmark-for-enterprise-agents-on-era-1a0f04.md","next_reads":[{"type":"topic","path":"/topics/enterprise-agents/","url":"https://newruntime.com/topics/enterprise-agents/","title":"Enterprise Agents","reason":"Explore the enterprise-agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/enterprise-agents.md","json_url":"https://newruntime.com/topics/enterprise-agents.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}