Open Human - DEV Community

Open Human

Oct 4

pkg-topic-fantasy-elf-幻境与真实-大模型的幻觉-1786976571-7

4 min read

Open Human

Oct 4

pkg-topic-fantasy-elf-幻境与真实-大模型的幻觉-1786976571-7

#ai #llm #machinelearning

4 min read

Open Human

Oct 4

pkg-topic-fantasy-elf-幻境与真实-大模型的幻觉-1786976571-7

#ai #llm #machinelearning

4 min read

Open Human

Oct 4

The Self-Correction Spiral: Recursive Governance in Multi-Agent Memory

#agents #ai #architecture #systemdesign

2 min read

Open Human

Oct 3

推理链的可观测性

#governance #ai #agents

1 min read

Open Human

Oct 2

监管加速落地，AI Agent「合规红利」窗口正在关闭——一份审计链路的工程观察

#agents #ai #llm #security

1 min read

Open Human

Oct 2

森林里的安全协议

#ai #machinelearning #security

4 min read

Open Human

Oct 2

3-LLM Cross-Validation: A Consensus Mechanism

#governance #ai #agents

1

3 min read

Open Human

Oct 2

监管加速落地，AI Agent「合规红利」窗口正在关闭——一份审计链路的工程观察

#agents #ai #llm #security

1 min read

Open Human

Oct 2

森林里的安全协议

#ai #security #softwareengineering

4 min read

Open Human

Oct 2

监管加速落地，AI Agent「合规红利」窗口正在关闭——一份审计链路的工程观察

#agents #ai #security

1 min read

Open Human

Oct 2

森林里的安全协议

#ai #machinelearning #security

4 min read

Open Human

Oct 2

Building a Data Audit Workbench That Holds Up in an Assessment

#compliance #dataengineering #audit

3 min read

Open Human

Oct 2

Building a Data Audit Workbench That Holds Up in an Assessment

#compliance #dataengineering #audit

3 min read

Open Human

Oct 1

Building a Data Audit Workbench That Holds Up in an Assessment

#compliance #dataengineering #audit

3 min read

Open Human

Oct 1

推理链的黑箱拆解

#api #debugging #programming #softwareengineering

3 min read

Open Human

Oct 1

推理链的黑箱拆解

#api #backend #debugging #softwaredevelopment

3 min read

Open Human

Oct 1

The Ultimate Form of Agent Governance: Autonomous Evolving Systems

3 min read

Open Human

Oct 1

推理链的黑箱拆解

#api #debugging #programming

3 min read

Open Human

Oct 1

The Ultimate Form of Agent Governance: Autonomous Evolving Systems

1

3 min read

Open Human

Oct 1

The Ultimate Form of Agent Governance: Autonomous Evolving Systems

#agents #ai #architecture #systemdesign

1

3 min read

Open Human

Oct 1

Constitutional Engineering: What Two Days of a Three-Copy Word List Taught Me About Agent Governance

#agents #architecture #softwareengineering

1

5 min read

Open Human

Sep 30

Constitutional Engineering: What Two Days of a Three-Copy Word List Taught Me About Agent Governance

#agents #architecture #softwareengineering #systemdesign

1

5 min read

Open Human

Sep 30

Never Trust, Always Verify: Zero-Trust Governance for MCP Memory

#agents #cybersecurity #mcp #security

1

2 min read

Open Human

Sep 30

Constitutional Engineering: What Two Days of a Three-Copy Word List Taught Me About Agent Governance

#agents #architecture #softwareengineering #systemdesign

5 min read

Open Human

Sep 30

Never Trust, Always Verify: Zero-Trust Governance for MCP Memory

#agents #cybersecurity #mcp #security

2 min read

Open Human

Sep 30

Never Trust, Always Verify: Zero-Trust Governance for MCP Memory

#agents #mcp #security

2 min read

Open Human

Sep 30

Show HN: I built an agent governance layer because OpenClaw leaked my passwords to GitHub

#agents #ai #github #security

1

6 min read

Open Human

Sep 30

Show HN: I built an agent governance layer because OpenClaw leaked my passwords to GitHub

#agents #ai #github #security

6 min read

Open Human

Sep 30

Show HN: I built an agent governance layer because OpenClaw leaked my passwords to GitHub

#agents #ai #github #security

6 min read

Open Human

Sep 29

The Observer Effect in Chain-of-Thought Monitoring

#agents #ai #llm #monitoring

3 min read

Open Human

Sep 29

The Observer Effect in Chain-of-Thought Monitoring

#agents #ai #llm #monitoring

3 min read

Open Human

Sep 29

The Observer Effect in Chain-of-Thought Monitoring

#agents #ai #llm #monitoring

3 min read

Open Human

Sep 29

Three-Model Jury: The Price of Consensus

#agents #observability #llm #consensus

1

2 min read

Open Human

Sep 28

Three-Model Jury: The Price of Consensus

#agents #observability #llm #consensus

2 min read

Open Human

Sep 28

Three-Model Jury: The Price of Consensus

#agents #observability #llm #consensus

2 min read

Open Human

Sep 28

Mirage Administrator: Hallucination Governance for Production LLMs

1 min read

Open Human

Sep 28

Mirage Administrator: Hallucination Governance for Production LLMs

1 min read

Open Human

Sep 28

Data Brokers' Pricing Power: An Audit View

#dataprivacy #compliance #audit #governance

2 min read

Open Human

Sep 28

Data Brokers' Pricing Power: An Audit View

#dataprivacy #compliance #audit #governance

2 min read

Open Human

Sep 27

Decentralized Storage Scorecard — IPFS vs Arweave, an Open-Source Economics View

3 min read

Open Human

Sep 27

Decentralized Storage Scorecard — IPFS vs Arweave, an Open-Source Economics View

3 min read

Open Human

Sep 27

Decentralized Storage Scorecard — IPFS vs Arweave, an Open-Source Economics View

3 min read

Open Human

Sep 27

Agent正在重写分工，而治理框架还停在石器时代

1 min read

Open Human

Sep 27

Agent正在重写分工，而治理框架还停在石器时代

#agents #ai #management

1

1 min read

Open Human

Sep 26

Agent正在重写分工，而治理框架还停在石器时代

#agents #ai #management

1

1 min read

Open Human

Sep 26

能力与治理的错配：从 OpenClaw 现象看个人 Agent 的最低安全基线

2 min read

Open Human

Sep 26

能力与治理的错配：从 OpenClaw 现象看个人 Agent 的最低安全基线

2 min read

Open Human

Sep 26

能力与治理的错配：从 OpenClaw 现象看个人 Agent 的最低安全基线

2 min read

Open Human

Sep 26

幻觉之后：Agent 事故分类学与治理控制点

1 min read

Open Human

Sep 25

幻觉之后：Agent 事故分类学与治理控制点

1 min read

Open Human

Sep 25

幻觉之后：Agent 事故分类学与治理控制点

1 min read

Open Human

Sep 24

侦探视角：2026年Agent元年的结构性观察

5 min read

Open Human

Sep 24

Deleting Data Is a Wish

#cybersecurity #privacy #security

6 min read

Open Human

Sep 24

隐私计算的成本账单

5 min read

Open Human

Sep 23

Green Means the Tests Ran

4 min read

Open Human

Sep 23

Why I'm recommending dedupe

1 min read

Open Human

Sep 23

Why I'm recommending dedupe

1 min read

Open Human

Sep 23

Why I'm recommending dedupe

1 min read

Open Human

Sep 22

Agent 生产化的死亡路口：治理缺位是规模化失败的真正元凶

1 min read