Darren LI’s Hatched Ideas

当数字资产开始被交易，真正稀缺的不是内容，而是协作规则

当数字资产开始被交易，真正稀缺的不是内容，而是协作规则

Jun 5, 2026

流量时代最稀缺的不是内容，而是注意义务

Jun 4, 2026

1 views

88%

Why the Next Great AI Will Need to Learn Like a Robot and Search Like a Librarian

Why the Next Great AI Will Need to Learn Like a Robot and Search Like a Librarian

Jun 3, 2026

74%

为什么最惊艳的设备，最先成功的却往往只是“看内容”

为什么最惊艳的设备，最先成功的却往往只是“看内容”

Jun 2, 2026

第二轮周期为什么更难赚钱：当叙事还在，泡沫已不在

第二轮周期为什么更难赚钱：当叙事还在，泡沫已不在

Jun 1, 2026

2 views

63%

Why Systems Fail When They Trust the Wrong Kind of Consensus

Why Systems Fail When They Trust the Wrong Kind of Consensus

May 31, 2026

1 views

72%

When Growth Must Outrun Uncertainty: What Tokens and Courts Both Know About Future Risk

When Growth Must Outrun Uncertainty: What Tokens and Courts Both Know About Future Risk

May 30, 2026

1 views

72%

Why Intelligence Gets Expensive Before It Gets Useful

Why Intelligence Gets Expensive Before It Gets Useful

May 29, 2026

2 views

84%

为什么真正强大的系统，既要会训练，也要会分辨边界

为什么真正强大的系统，既要会训练，也要会分辨边界

May 28, 2026

2 views

86%

Why Great Innovation Fails When It Stops Feeling Personal

Why Great Innovation Fails When It Stops Feeling Personal

May 27, 2026

3 views

Why the Future of AI Belongs to Models That Learn Under a Budget

Why the Future of AI Belongs to Models That Learn Under a Budget

May 26, 2026

3 views

Why the Next Great Interface Will Not Be an App, But a Behavior

Why the Next Great Interface Will Not Be an App, But a Behavior

May 25, 2026

3 views

Why Most Breakthrough Products Do Not Begin as Products at All

Why Most Breakthrough Products Do Not Begin as Products at All

May 24, 2026

3 views

87%

当模型开始“用工具”，谁来证明它有权利这样做？

当模型开始“用工具”，谁来证明它有权利这样做？

May 23, 2026

3 views

86%

The Coming Collision Between Ownership and Discovery

The Coming Collision Between Ownership and Discovery

May 22, 2026

1 views

67%

为什么 Vision Pro 的真正赌注不是应用数量，而是“个人计算”的重写

为什么 Vision Pro 的真正赌注不是应用数量，而是“个人计算”的重写

May 21, 2026

1 views

68%

为什么第二次繁荣总是更难：从估值泡沫到安全港湾的周期法则

为什么第二次繁荣总是更难：从估值泡沫到安全港湾的周期法则

May 20, 2026

2 views

Why the First Cycle Is the Last Easy Cycle

Why the First Cycle Is the Last Easy Cycle

May 19, 2026

2 views

88%

Why the Next Great Computing Platform Will Succeed by Feeling Smaller, Not Bigger

Why the Next Great Computing Platform Will Succeed by Feeling Smaller, Not Bigger

May 18, 2026

2 views

74%

The Real Scarcity Is Not Tokens or GPUs, It Is Time to Earn Conviction

The Real Scarcity Is Not Tokens or GPUs, It Is Time to Earn Conviction

May 17, 2026

2 views

Why the Best AI Products Stop Acting Like Infrastructure and Start Acting Like a Teacher

Why the Best AI Products Stop Acting Like Infrastructure and Start Acting Like a Teacher

May 16, 2026

3 views

82%

The Hidden Economics of Prompt Engineering: Why Better AI Often Means Less Model, More System

The Hidden Economics of Prompt Engineering: Why Better AI Often Means Less Model, More System

May 15, 2026

3 views

真正的智能，不是更会说，而是更会接手世界

May 14, 2026

3 views

84%

Why the Cheapest Intelligence Still Needs Rules

Why the Cheapest Intelligence Still Needs Rules

May 13, 2026

1 views

86%

为什么第一轮泡沫属于资产，第二轮红利属于能力

为什么第一轮泡沫属于资产，第二轮红利属于能力

May 12, 2026

1 views

84%

Why the Next Great AI Products Will Be Measured in Prompts, Not Parameters

Why the Next Great AI Products Will Be Measured in Prompts, Not Parameters

May 11, 2026

2 views

88%

真正的算力门槛，不是 GPU 数量，而是把硬件变成“可训练系统”的能力

真正的算力门槛，不是 GPU 数量，而是把硬件变成“可训练系统”的能力

May 10, 2026

3 views

72%

Why the Real Breakthrough in AI Is Not Intelligence, But Precision at the Edge of Error

Why the Real Breakthrough in AI Is Not Intelligence, But Precision at the Edge of Error

May 9, 2026

3 views

67%

The Safe Harbor Myth in the Age of Fast AI

The Safe Harbor Myth in the Age of Fast AI

May 8, 2026

1 views

The Real Infrastructure Phase Is Memory Itself

The Real Infrastructure Phase Is Memory Itself

May 7, 2026

3 views