placing constraints upon them not only helps users and services build trust in them, but it also helps people more easily conceptualise what they do.
大多数人认为限制AI代理的能力会限制其创新和价值,但作者认为约束实际上能建立信任并帮助用户理解功能。这个观点挑战了'无限制创新'的主流科技叙事,暗示适当的约束可能带来更大的价值和采用。
placing constraints upon them not only helps users and services build trust in them, but it also helps people more easily conceptualise what they do.
大多数人认为限制AI代理的能力会限制其创新和价值,但作者认为约束实际上能建立信任并帮助用户理解功能。这个观点挑战了'无限制创新'的主流科技叙事,暗示适当的约束可能带来更大的价值和采用。
since reasoning models and agentic AI can rack up quite a bill
文章提醒了一个常被忽视的约束条件:AI的使用成本。在讨论AI替代人类时,人们往往默认AI是低成本方案,但推理模型和智能体的高昂算力成本意味着,仅凭能力覆盖并不等于经济上的可行替代,成本收益分析仍是决定性门槛。