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What an AI does when nobody on the line is human (two case studies)

What an AI does when nobody on the line is human (two case studies)

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7 min read
I Tested Three AI Memory Retrieval Strategies. The Hard Failure Was Semantic

I Tested Three AI Memory Retrieval Strategies. The Hard Failure Was Semantic

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8 min read
10 Models Tested: From 81.6% to 10%. The Free Tier is a Full-On Gamble.

10 Models Tested: From 81.6% to 10%. The Free Tier is a Full-On Gamble.

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4 min read
We Asked 10 LLMs to Write Efficient Code. Only 4 Got Better.

We Asked 10 LLMs to Write Efficient Code. Only 4 Got Better.

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5 min read
The model was never the problem. The context was

The model was never the problem. The context was

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5 min read
The Representation Problem: Why RAG vs. Agentic Search Is the Wrong Debate

The Representation Problem: Why RAG vs. Agentic Search Is the Wrong Debate

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17 min read
MCP is quietly commoditizing data+model SaaS moats — the structural case

MCP is quietly commoditizing data+model SaaS moats — the structural case

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5 min read
Lovable's 48-Day Silent Breach Shows Why AI Platforms Need Audit Trails, Not Just Bug Bounties

Lovable's 48-Day Silent Breach Shows Why AI Platforms Need Audit Trails, Not Just Bug Bounties

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9 min read
AI 週報:2026/04/17–04/24 OpenAI 一週連發、Anthropic 撞翻 Figma、Mythos 進入政治場

AI 週報:2026/04/17–04/24 OpenAI 一週連發、Anthropic 撞翻 Figma、Mythos 進入政治場

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4 min read
Your LLM-as-judge eval set is too small. Here is the math

Your LLM-as-judge eval set is too small. Here is the math

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4 min read
The 2026 Chinese LLM Price War: Top 5 Frontier API Costs Compared

The 2026 Chinese LLM Price War: Top 5 Frontier API Costs Compared

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11 min read
Run your first AI agent in Java — for free, with Mistral

Run your first AI agent in Java — for free, with Mistral

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2 min read
Promptfoo is a CI gate, not an eval framework. Treating it like one cost us $4,200

Promptfoo is a CI gate, not an eval framework. Treating it like one cost us $4,200

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4 min read
Beyond the "Brute Force Beauty": A Modular, Brain-Inspired LLM Architecture (Thoughts on grand models: Part 3)

Beyond the "Brute Force Beauty": A Modular, Brain-Inspired LLM Architecture (Thoughts on grand models: Part 3)

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7 min read
Claude Code's plan mode is prompt engineering, not hard enforcement

Claude Code's plan mode is prompt engineering, not hard enforcement

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4 min read
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