第二方面，企业要用好智能体需要组织和资源上的匹配。根据Anthropic 2026年的最新调研，46%的受访者表示与现有系统的集成是智能体部署的主要障碍，43%和42%的受访者分别指向实施成本和数据的可及性/质量，40%和39%的受访者表示安全/合规和员工的学习成本/抵制是重要障碍（中小企业尤其担心学习成本，51%的受访者指向这一点）。对于企业的顾虑，成本、安全等问题和技术进步的关系较大，但数据问题、集成问题、学习或人才问题都是需要企业通过组织变革、进一步数字化和全员的学习来提升。
— Jake Lucky 🔜 GDC (@JakeSucky) June 5, 2024
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After the work the company had done on AppleWorks 3.0, Simonsen felt ready to jump into the Macintosh market with a “Mac AppleWorks” of their own – they called it Beagle Works. Unfortunately, other companies – giants in the Mac market such as Microsoft, Claris, and Symantec – had the same idea. Their resources were far greater than Beagle Bros had imagined, and the race was costly.