以下部分引用 AI 总结，现阶段 AI 仍然有幻觉。请以内容的原文为准。

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AI stack

4 atoms · 跨 2 天 · 首见 2026-05-18 · 最近 2026-06-29

三色: 🟦 fact 0 · 🟥 take 4 · stance ▲2/▼1/◆1

来源: X 4

时态: fresh:4

标签: 好思考:2 · 好观点:2

2026-05-18 · 部署对象构成
The deployed object is not a pure LLM. It is a language model embedded in a tool-using execution stack: retrieval, code, memory, verifiers, APIs, agents, symbolic constraints, workflow permissions, and external systems.
tags: 好思考 · → daily
value: components=语言模型嵌入工具使用执行栈：检索、代码、记忆、验证器、API、代理、符号约束、工作流权限、外部系统
2026-05-18 · 核心问题重新定义
The question is not whether autocomplete alone becomes intelligence. The question is what happens when autocomplete becomes the interface layer for systems that can act, check, search, write code, call tools, route tasks, and operate inside institutional workflows.
tags: 好思考 · → daily
value: question=当自动补全成为能够行动、检查、搜索、编写代码、调用工具、路由任务并在机构工作流中运行系统的接口层时会发生什么
2026-05-18 · 文明级单元判定
The model is not the civilization-level unit. The stack is.
tags: 好观点 · → daily
value: unit=堆栈而非模型

2026-06-29 · is a short
I’m so bullish on ai and abundant cheap intelligence, that I think much of the ai stack is a short.
tags: 好观点 · → daily