Our Judgments & Findings
No hype-chasing — focused on AI's deep impact on real individuals and organizations.
Article list
Private Deployment or Cloud: The Third Path for AI Adoption in SMEs
When it comes to AI adoption, SMEs are usually pushed to choose between going to the cloud or building everything in-house. What they actually need is a third path: a controllable cost curve, clear data boundaries, replaceable capabilities, and a real right to exit.
AI Tools Iterate Fast: SMBs Should Hold to 'Privately Ownable and Evolvable'
AI tools evolve swiftly, yet trends do not equate to assets. SMBs should prioritize the ability to privately deploy and sustainably evolve, with judgment preceding blind adoption.
A Considered Take on the Future
既不盲目乐观,也不廉价崇拜——以东方思辨智慧,去节制地拥抱 AI 的未来。
Multi-Agent Collaboration
面对复杂任务,把工作拆解给多个各司其职的智能体并行协作,正成为新的范式。
Cost Awareness in AI
AI 能力强大但并非免费,合理控制调用规模与上下文,是工程化落地的必修课。
Context and Memory
长上下文与持久记忆,让 AI 能跨会话延续对人和项目的理解,而非每次从零开始。
Human in the Loop
高度自动化不等于完全无人,关键决策处保留人的确认,是负责任的 AI 实践。
AI Democratizes Creation
从写代码到上线运行,AI 正逐步抹平普通人参与软件与内容创造的门槛。
The Rise of Domestic Models
国产大模型在中文理解与本土场景上持续进步,为个人与企业提供了更贴合的选择。