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Measure your retrieval default: our hybrid RRF lost to plain vector search

Measure your retrieval default: our hybrid RRF lost to plain vector search

Comments 1
3 min read
Stop building AI that acts like an oracle. Build a scientific partner instead.

Stop building AI that acts like an oracle. Build a scientific partner instead.

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2 min read
COSP: The Prompting Trick Where Your LLM Grades Its Own Homework

COSP: The Prompting Trick Where Your LLM Grades Its Own Homework

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Comments 9
6 min read
GPT Live实时语音模型与人类情感交流的边界探索

GPT Live实时语音模型与人类情感交流的边界探索

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2 min read
Your LLM didn't fail. Your application trusted it too much.

Your LLM didn't fail. Your application trusted it too much.

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1 min read
Why AI Memory Is an Architecture Problem, Not a Database Problem

Why AI Memory Is an Architecture Problem, Not a Database Problem

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1 min read
I built a coding agent in ~970 lines of Python and benchmarked it honestly

I built a coding agent in ~970 lines of Python and benchmarked it honestly

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8 min read
The Hidden Physics of AI on Your Own Machine: Inference Engineering, Local-First

The Hidden Physics of AI on Your Own Machine: Inference Engineering, Local-First

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4 min read
Pre-flight Gates for Local LLM Operations

Pre-flight Gates for Local LLM Operations

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9 min read
Claude Code with any model: three ways to route it (incl. the 2-minute one)

Claude Code with any model: three ways to route it (incl. the 2-minute one)

Comments 1
3 min read
AI Agents Forget. Memory Science Fixes It

AI Agents Forget. Memory Science Fixes It

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5 min read
Your AI Remembers Everything. That’s the Problem.

Your AI Remembers Everything. That’s the Problem.

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Comments 10
6 min read
A Prompt-Injection Detector That Only Speaks English

Multilingual tests reveal massive security gaps

A Prompt-Injection Detector That Only Speaks English

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Comments 5
7 min read
The KV Cache Is the Bottleneck: A 2026 Field Guide to Attention Variants

The KV Cache Is the Bottleneck: A 2026 Field Guide to Attention Variants

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Comments 1
4 min read
The Forked History: Byzantine Witness and the 3-of-4 Quorum — Tested

The Forked History: Byzantine Witness and the 3-of-4 Quorum — Tested

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Comments
7 min read
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