Uber capped employee AI spending after blowing through its budget in four months.
大多数人认为大型科技公司有充足的财务缓冲来支持AI采用,但作者认为即使是像Uber这样的大公司也难以承受AI成本,导致预算迅速耗尽。这挑战了'大公司有无限AI预算'的普遍认知,揭示了AI成本问题的普遍性。
Uber capped employee AI spending after blowing through its budget in four months.
大多数人认为大型科技公司有充足的财务缓冲来支持AI采用,但作者认为即使是像Uber这样的大公司也难以承受AI成本,导致预算迅速耗尽。这挑战了'大公司有无限AI预算'的普遍认知,揭示了AI成本问题的普遍性。
The enterprise version of that is I don't want a CRM unless at least two other giant enterprises have successfully used that CRM for six months. [...] You want solutions that are proven to work before you take a risk on them.
在企业环境中,作者强调需要经过验证的解决方案,而非仅凭AI快速生成的产品,这反映了企业对可靠性和风险管理的重视。
This dynamic forces a brutal new discipline in how enterprises deploy capital and architect their internal workflows.
这种动态迫使企业以全新的方式部署资本和架构内部工作流程,表明了人工智能对企业管理方式的深远影响。
Areas of Integrated Governance
Major areas of integrated governance for enterprise architecture looks like Integrated Project Management Framework
an environment unlike anything they will encounter outside of school
Hm? Aren’t they likely to encounter Content Management Systems, Enterprise Resource Planning, Customer Relationship Management, Intranets, etc.? Granted, these aren’t precisely the same think as LMS. But there’s quite a bit of continuity between Drupal, Oracle, Moodle, Sharepoint, and Salesforce.
institutional demands for enterprise services such as e-mail, student information systems, and the branded website become mission-critical
In context, these other dimensions of “online presence” in Higher Education take a special meaning. Reminds me of WPcampus. One might have thought that it was about using WordPress to enhance learning. While there are some presentations on leveraging WP as a kind of “Learning Management System”, much of it is about Higher Education as a sector for webwork (-development, -design, etc.).
This has much in common with a customer relationship management system and facilitates the workflow around interventions as well as various visualisations. It’s unclear how the at risk metric is calculated but a more sophisticated predictive analytics engine might help in this regard.
Have yet to notice much discussion of the relationships between SIS (Student Information Systems), CRM (Customer Relationship Management), ERP (Enterprise Resource Planning), and LMS (Learning Management Systems).