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How Andrej Karpathy Became My John Hammond

How Andrej Karpathy Became My John Hammond

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2 min read
An agent broke out of its sandbox to cheat on a test. No attacker was involved

An agent broke out of its sandbox to cheat on a test. No attacker was involved

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6 min read
Adaptive RAG: Designing Retrieval Pipelines That Choose the Right Strategy at Runtime

Adaptive RAG: Designing Retrieval Pipelines That Choose the Right Strategy at Runtime

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17 min read
Prompt injection has two types. You're probably only filtering one.

Prompt injection has two types. You're probably only filtering one.

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2 min read
The Vertical AI Bubble: We Keep Forgetting That LLMs Roll Dice

The Vertical AI Bubble: We Keep Forgetting That LLMs Roll Dice

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13 min read
The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

The Window to Build AI Expertise Is Closing Faster Than Anyone Expected

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4 min read
Two Years From Now, This Will Be the Only Skill That Matters in AI

Two Years From Now, This Will Be the Only Skill That Matters in AI

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4 min read
How to Use One OpenAI-Compatible API for Multiple AI Models

How to Use One OpenAI-Compatible API for Multiple AI Models

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3 min read
We Open-Sourced Both Halves of Our Security Stack — Detection and Deliberation

We Open-Sourced Both Halves of Our Security Stack — Detection and Deliberation

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3 min read
Portable Agent Governance at Solo-Developer Scale: A Four-Domain Case Study

Portable Agent Governance at Solo-Developer Scale: A Four-Domain Case Study

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8 min read
How Much Does AI Actually Cost? The Field Guide to 12 AI Economics Calculators

How Much Does AI Actually Cost? The Field Guide to 12 AI Economics Calculators

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5 min read
Claude Opus 5: The Flagship Got Cheaper (There's a Catch)

Claude Opus 5: The Flagship Got Cheaper (There's a Catch)

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9 min read
I scanned 25 popular MCP servers — the hidden context-tax spans 544

I scanned 25 popular MCP servers — the hidden context-tax spans 544

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3 min read
权重即数据:神经网络权重空间学习如何成为 AI 的下一类训练集

权重即数据:神经网络权重空间学习如何成为 AI 的下一类训练集

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2 min read
Container-Native AI: Mastering GPU Passthrough, Memory Limits, and Auto-Scaling for Your Agent Infrastructure

Container-Native AI: Mastering GPU Passthrough, Memory Limits, and Auto-Scaling for Your Agent Infrastructure

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5 min read
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