In our internal evals and testing, medium effort achieved slightly lower intelligence with significantly less latency for the majority of tasks.
大多数人认为内部评估和测试足以代表用户真实体验,但作者承认他们的内部测试未能准确捕捉到用户对AI智能度的实际感知差异。这暗示了实验室环境与实际使用场景之间存在根本性脱节,挑战了传统产品测试方法论的有效性。
In our internal evals and testing, medium effort achieved slightly lower intelligence with significantly less latency for the majority of tasks.
大多数人认为内部评估和测试足以代表用户真实体验,但作者承认他们的内部测试未能准确捕捉到用户对AI智能度的实际感知差异。这暗示了实验室环境与实际使用场景之间存在根本性脱节,挑战了传统产品测试方法论的有效性。
We reverted this change on April 7 after users told us they'd prefer to default to higher intelligence and opt into lower effort for simple tasks.
大多数人认为AI系统应该优化速度和效率,但作者认为用户更愿意默认选择更高智能而非更低延迟,这挑战了产品优化的常规思维。用户宁愿忍受偶尔的延迟也要换取更高的代码质量,这违背了大多数科技公司追求'更快更省'的常规做法。
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。
when setting up a new Macbook it presents FileVault as an optional checkbox and I can certainly tell you that there are many people (including my younger self and my family member with the Intel Mac) who do not know what it is and choose to disable it instead.
大多数人认为Apple会默认启用关键安全功能如FileVault,以保护用户数据。但作者指出,FileVault实际上是一个可选功能,许多用户(包括他自己和家人)在设置新Mac时会选择禁用它,这挑战了人们对Apple默认安全策略的认知,揭示了系统安全依赖于用户知识而非厂商默认设置的实际情况。
Teams at companies like Notion, Ramp, Braintrust, and Wasmer are already using Codex to accelerate their engineering workflows.
大多数人可能认为AI编程工具主要被大型科技公司采用,但作者认为即使是像Notion、Ramp这样的非传统科技公司也在将Codex整合到其核心工程工作流中,这挑战了人们对AI编程工具采用者类型的传统认知,表明其适用范围比预期更广泛。
The point of GPL licenses is to protect the user of the software, not the developer. If you want "protection" as a developer, use MIT (disclaimer of warranty). GPL "infects" other parts of a system to combat a work-around which was used to violate the software freedom of the user, by firewalling sections of GPL'ed code from the rest of the system. If you don't care about your users' software freedom in the first place, then (L)GPL is the wrong choice.
What this means is: I better refrain from writing a new book and we rather focus on more and better docs.
I'm glad. I didn't like that the book (which is essentially a form of documentation/tutorial) was proprietary.
I think it's better to make documentation and tutorials be community-driven free content
Horstmann, K. T., Buecker, S., Krasko, J., Kritzler, S., & Terwiel, S. (2020). Who does or does not use the “Corona-Warn-App” and why? [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/e9fu3
Starominski-Uehara, M. (2020). Powering Social Media Footage: Simple Guide for the Most Vulnerable to Make Emergency Visible [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/gefhv
Starominski-Uehara, M. (2020). Powering Social Media Footage: Simple Guide for the Most Vulnerable to Make Emergency Visible [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/ek6tz
Might be a little too low-level (even with GUIs) for some teams of users. GPG and Git both require some setup and experience in these tools, or the willingness to learn. Porting a GPG key from machine to machine is not trivial.