📄 中文摘要
当前企业平均部署12个AI代理,预计到2027年这一数字将达到20个。然而,根据Salesforce的2026年连接性基准报告,仅有27%的代理与其他系统连接,其余73%则为未监控的影子代理,快速积累技术债务。微软的数据显示,超过80%的财富500强公司拥有活跃的AI代理,许多是由未协调的团队使用低代码工具构建的。这种代理的无序扩展可能导致企业在管理和治理方面面临重大挑战。
📄 English Summary
Agent Harnesses: Why 2026 Isn't About More Agents — It's About Controlling Them
The average enterprise currently deploys 12 AI agents, with projections suggesting this number will rise to 20 by 2027. However, according to Salesforce's 2026 Connectivity Benchmark, only 27% of these agents are connected to the broader tech stack, leaving 73% as unmonitored shadow agents that are accumulating technical debt at an alarming rate. Microsoft's telemetry indicates that over 80% of Fortune 500 companies have active AI agents, many of which were created by uncoordinated teams using low-code tools. This uncontrolled proliferation of agents poses significant challenges for governance and management within organizations.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等