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DeepSeek V4.1 Flash Uncensored: what weight-level abliteration costs, and what we saw in testing

DeepSeek V4.1 Flash Uncensored: what weight-level abliteration costs, and what we saw in testing

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3 min read
RubyLLM 2.x: What's new for your agents

RubyLLM 2.x: What's new for your agents

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9 min read
7 Prompts Your Semantic Cache Should Never Answer From Memory (.NET 10)

7 Prompts Your Semantic Cache Should Never Answer From Memory (.NET 10)

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7 min read
Deep research, without the single-context bottleneck

Deep research, without the single-context bottleneck

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4 min read
The Browser Becomes an AI Distribution Point: What Mozilla and Mistral Actually Changed

The Browser Becomes an AI Distribution Point: What Mozilla and Mistral Actually Changed

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5 min read
Kimi K3.1 Pro is out: what changed from K3, what it costs, and when you can run it yourself

Kimi K3.1 Pro is out: what changed from K3, what it costs, and when you can run it yourself

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3 min read
Mythos 5 Pressured a Real GitHub Maintainer in a Test. Anthropic Blames the Model's Notes

Mythos 5 Pressured a Real GitHub Maintainer in a Test. Anthropic Blames the Model's Notes

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7 min read
ChatGPT's Chrome Extension Just Became a Browser Agent

ChatGPT's Chrome Extension Just Became a Browser Agent

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2 min read
Breaking and Hardening an AI Agent: A Full Red Team Lab on Indirect Prompt Injection, Data Exfiltration, and Defenses That Actually Hold

Breaking and Hardening an AI Agent: A Full Red Team Lab on Indirect Prompt Injection, Data Exfiltration, and Defenses That Actually Hold

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10 min read
A System Prompt Is Not a Guardrail

A System Prompt Is Not a Guardrail

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2 min read
When to Use AI Caching, and When Not To

When to Use AI Caching, and When Not To

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5 min read
I simulated 2,999 buyers with three AI models. The one answering mattered more than the one that wrote them.

I simulated 2,999 buyers with three AI models. The one answering mattered more than the one that wrote them.

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6 min read
Can Retrieval Tell Which Source to Trust?

Can Retrieval Tell Which Source to Trust?

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12 min read
Encoding specificity: why a correction my agent filed decayed in a day — and the fix that held

Encoding specificity: why a correction my agent filed decayed in a day — and the fix that held

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3 min read
Multirun: How Running Ten Isolated Agents in Parallel Becomes the Cheapest Eval You'll Ever Run

Multirun: How Running Ten Isolated Agents in Parallel Becomes the Cheapest Eval You'll Ever Run

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5 min read
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