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Why XML Prompting?

Why XML Prompting?

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2 min read
瀏覽器跑 LLM 的實際體感與骨感限制

瀏覽器跑 LLM 的實際體感與骨感限制

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2 min read
Embeddings Cannot Say No: An Intent Detector's Real Numbers

Embeddings Cannot Say No: An Intent Detector's Real Numbers

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Comments 1
5 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
Moderating Large-Volume User Content: Batch LLM Cost Estimates and Token Counting

Moderating Large-Volume User Content: Batch LLM Cost Estimates and Token Counting

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7 min read
Killed by the Word 'git': One Token of Coincidence, 40 Points of Pass Rate

Killed by the Word 'git': One Token of Coincidence, 40 Points of Pass Rate

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8 min read
Why does everything in an agent go through the LLM?

Why does everything in an agent go through the LLM?

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4 min read
Batch LLM Jobs vs Realtime APIs — Bulk Summarization Cost Attribution

Batch LLM Jobs vs Realtime APIs — Bulk Summarization Cost Attribution

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6 min read
The reward signal is the bottleneck, not the model

The reward signal is the bottleneck, not the model

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3 min read
The Hidden Taxes of Prompt-Only AI

Massive prompts degrade model attention

The Hidden Taxes of Prompt-Only AI

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4 min read
Free Coding Models Are Good Enough for Some of Your Tasks — Here's How to Find Which Ones

Free Coding Models Are Good Enough for Some of Your Tasks — Here's How to Find Which Ones

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4 min read
Choosing the Right LLM-as-a-Judge: A Practical Guide with Model Recommendations

Choosing the Right LLM-as-a-Judge: A Practical Guide with Model Recommendations

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7 min read
Let the Test Suite Decide Which Model Answers: A Verification-Gated Model Ladder

Let the Test Suite Decide Which Model Answers: A Verification-Gated Model Ladder

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6 min read
Route by Task, Not by Hype: A Budget-Aware Harness for Trying New Coding Models

Route by Task, Not by Hype: A Budget-Aware Harness for Trying New Coding Models

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5 min read
How LLMs actually call functions (they don't)

How LLMs actually call functions (they don't)

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5 min read
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