Sanya

Sanya

Sep 5

The AI Industry Stack: A First-Principles Map from Foundation to Frontier (2026 Deep Dive)

#ai #machinelearning #deeplearning #agents

7 min read

Sanya

Sep 5

AI全产业链技术图谱：从大模型基座到最前端应用（2026深度综述）

#ai #machinelearning #deeplearning #agents

2 min read

Sanya

Sep 5

Agent Security Attack Surface Analysis: A Risk Map and Defense Playbook

#ai #security #llm #agents

2

1

8 min read

Sanya

Sep 5

Agent 安全攻击面分析：风险图谱与防御实践

#ai #security #llm #agents

3 min read

Sanya

Sep 5

AI Safety Researcher 工具箱：数据投毒防御、可解释性、进度追踪与判断力

#ai #machinelearning #deeplearning #aisafety

2 min read

Sanya

Sep 5

深入浅出 Transformer：从注意力开始彻底理解现代 AI 的心脏

#ai #machinelearning #nlp #deeplearning

1 min read

Sanya

Sep 4

OpenMythos: A 22-Year-Old Built a Pure-PyTorch Replica of Anthropic Most Dangerous AI in 10 Days — 14K GitHub Stars

#ai #python #agents #security

5 min read

Sanya

Sep 4

OpenMythos：22岁开发者用纯PyTorch重建了Anthropic最危险的AI，一周获14000星

#ai #python #agents #security

2 min read

Sanya

Sep 4

Agentic Security Testing Automation: From Vulnerability Discovery to Remediation-in-Loop

#ai #security #llm #agents

6 min read

Sanya

Sep 4

Agent Self-Evolution: A Comprehensive Survey (2023-2025)

#ai #llm #agents #machinelearning

8 min read

Sanya

Sep 4

Agent安全测试自动化：从漏洞发现到Remediation闭环的实践图谱

#ai #security #llm #agents

2 min read

Sanya

Sep 4

Agent自我进化能力全景综述：从一次学会到持续成长（2023-2025）

#ai #llm #agents #machinelearning

3 min read

Sanya

Sep 2

LLM 真的能「规划」吗？从 Chain of Thought 到开放世界探索

#llm #ai #规划 #推理

2 min read

Sanya

Sep 2

AI 安全对齐：当模型能力超过人类判断能力时，我们如何确保它「做对的事」？

#ai安全 #对齐 #rlhf #ai

2 min read

Sanya

Sep 2

强化学习全景：从 DQN 到 PPO，从 AlphaGo 到 LLM 对齐

#强化学习 #rl #ppo #ai

2 min read

Sanya

Sep 2

自主智能体：LLM 如何从「聊天」走向「行动」

#ai #智能体 #llm #agents

2 min read

Sanya

Sep 2

Astrology, the I Ching, and Complex Systems: Finding the Bridge Between Superstition and Science

#astrology #science #philosophy #history

11 min read

Sanya

Sep 2

占星术、八卦与复杂系统：寻找迷信与科学之间的桥梁

#占星术 #复杂系统 #八卦 #科学

4 min read

Sanya

Aug 26

The Car Industry Has 10 Years. Maybe Less.

#autonomousvehicles #ai #automotive #robotics

4 min read

Sanya

Aug 26

当安全运营不再只是「读文本」：多模态AI如何重写威胁检测的底层逻辑

#security #ai #multimodal #llm

1 min read

Sanya

Aug 23

微软 Skill Recorder 深度评测：本质、优缺全解与改进路线图

#ai #microsoft #github #automation

1 min read

Sanya

Aug 20

"Agent 协议栈三层分化：MCP 管工具、A2A 管协作、Agent Plugins 管分发"

#agents #ai #architecture #mcp

2

1 min read

Sanya

Aug 19

Building Your Second Me: A Practical Framework for Encoding Yourself into an AI Agent

#ai #productivity #selfimprovement #llm

9 min read

Sanya

Aug 19

How to Encode Tacit Knowledge into SOC Agents: Five Methods That Actually Work

#ai #security #cybersecurity #llm

8 min read

Sanya

Aug 19

AI Agent Frameworks in 2025: A Deep Dive into LangChain, CrewAI, MAF, and the Ecosystem

#ai #langchain #crewai #agents

1

7 min read

Sanya

Aug 19

AI Agent Frameworks in 2025: A Deep Dive into LangChain, CrewAI, MAF, and the Ecosystem

#ai #langchain #crewai #agents

1

8 min read

Sanya

Aug 19

How Good Programmers Use AI as a Real Pair Partner: Spec-Driven Development Meets Socratic Inquiry

#ai #programming #productivity #development

6 min read

Sanya

Aug 18

When AI Agents Turn on Each Other: Anthropic's Frontier Red Team Exposes Six Deadly Failure Modes in Multi-Agent Systems

#ai #security #multiagent #anthropic

6 min read

Sanya

Aug 18

当AI Agent开始互相使坏：Anthropic重磅研究揭示多智能体系统的六个致命失效模式

#ai #security #multiagent #anthropic

2 min read

Sanya

Aug 18

完全自动驾驶实现后，世界会变成什么样？技术现状、城市重塑与生活方式革命

#ai #autonomous #future #transportation

1 min read

Sanya

Aug 18

微软 Agent Governance Toolkit 详解：AI Agent 安全治理的操作系统级方案

#ai #security #microsoft #agentic

3 min read

Sanya

Aug 18

深度解析 OWASP LLM Top 10 与 Agentic AI Top 10：智能体时代的安全攻防图谱

#ai #security #owasp #agentic

2 min read

Sanya

Aug 17

The Trust Crisis Between AI Agents: Zero-Trust Authentication in Practice

#ai #security #fastapi #programming

11 min read

Sanya

Aug 17

Socrates Was the World's First — and Best — Prompt Engineer

#ai #promptengineering #llm #productivity

8 min read

Sanya

Aug 17

From Attention to Agency: The Progressive Evolution of AI-Assisted Programming

#ai #llm #programming #machinelearning

18 min read

Sanya

Aug 16

agent-authz: Least-Privilege Authorization for AI Agent Tool Calls

#python #security #ai #opensource

4 min read

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The AI Industry Stack: A First-Principles Map from Foundation to Frontier (2026 Deep Dive)

AI全产业链技术图谱：从大模型基座到最前端应用（2026深度综述）

Agent Security Attack Surface Analysis: A Risk Map and Defense Playbook

Agent 安全攻击面分析：风险图谱与防御实践

AI Safety Researcher 工具箱：数据投毒防御、可解释性、进度追踪与判断力

深入浅出 Transformer：从注意力开始彻底理解现代 AI 的心脏

OpenMythos: A 22-Year-Old Built a Pure-PyTorch Replica of Anthropic Most Dangerous AI in 10 Days — 14K GitHub Stars

OpenMythos：22岁开发者用纯PyTorch重建了Anthropic最危险的AI，一周获14000星

Agentic Security Testing Automation: From Vulnerability Discovery to Remediation-in-Loop

Agent Self-Evolution: A Comprehensive Survey (2023-2025)

Agent安全测试自动化：从漏洞发现到Remediation闭环的实践图谱

Agent自我进化能力全景综述：从一次学会到持续成长（2023-2025）

LLM 真的能「规划」吗？从 Chain of Thought 到开放世界探索

AI 安全对齐：当模型能力超过人类判断能力时，我们如何确保它「做对的事」？

强化学习全景：从 DQN 到 PPO，从 AlphaGo 到 LLM 对齐

自主智能体：LLM 如何从「聊天」走向「行动」

Astrology, the I Ching, and Complex Systems: Finding the Bridge Between Superstition and Science

占星术、八卦与复杂系统：寻找迷信与科学之间的桥梁

The Car Industry Has 10 Years. Maybe Less.

当安全运营不再只是「读文本」：多模态AI如何重写威胁检测的底层逻辑

微软 Skill Recorder 深度评测：本质、优缺全解与改进路线图

"Agent 协议栈三层分化：MCP 管工具、A2A 管协作、Agent Plugins 管分发"

Building Your Second Me: A Practical Framework for Encoding Yourself into an AI Agent

How to Encode Tacit Knowledge into SOC Agents: Five Methods That Actually Work

AI Agent Frameworks in 2025: A Deep Dive into LangChain, CrewAI, MAF, and the Ecosystem

AI Agent Frameworks in 2025: A Deep Dive into LangChain, CrewAI, MAF, and the Ecosystem

How Good Programmers Use AI as a Real Pair Partner: Spec-Driven Development Meets Socratic Inquiry

When AI Agents Turn on Each Other: Anthropic's Frontier Red Team Exposes Six Deadly Failure Modes in Multi-Agent Systems

当AI Agent开始互相使坏：Anthropic重磅研究揭示多智能体系统的六个致命失效模式

完全自动驾驶实现后，世界会变成什么样？技术现状、城市重塑与生活方式革命

微软 Agent Governance Toolkit 详解：AI Agent 安全治理的操作系统级方案

深度解析 OWASP LLM Top 10 与 Agentic AI Top 10：智能体时代的安全攻防图谱

The Trust Crisis Between AI Agents: Zero-Trust Authentication in Practice

Socrates Was the World's First — and Best — Prompt Engineer

From Attention to Agency: The Progressive Evolution of AI-Assisted Programming

agent-authz: Least-Privilege Authorization for AI Agent Tool Calls