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My 3B Model Found a Shortcut. It Took Me Three Fixes to Close It.

My 3B Model Found a Shortcut. It Took Me Three Fixes to Close It.

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Comments 2
9 min read
Prompt injection and API key exfiltration: what actually happens

Prompt injection and API key exfiltration: what actually happens

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3 min read
Keep a Ledger of Model Failures Instead of Trusting the Release Notes

Keep a Ledger of Model Failures Instead of Trusting the Release Notes

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5 min read
Prompt Fluency Is the New Literacy — and Most Devs Are Winging It

Prompt Fluency Is the New Literacy — and Most Devs Are Winging It

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7 min read
New Models From Google, DeepSeek, and xAI This Week — LLM Price Watch Digest

New Models From Google, DeepSeek, and xAI This Week — LLM Price Watch Digest

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3 min read
Letting an LLM call your APIs without losing sleep

Letting an LLM call your APIs without losing sleep

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7 min read
A Litigant Hid White-Text Prompt Injection in a Court Filing. A Human Caught It, Not an AI.

A Litigant Hid White-Text Prompt Injection in a Court Filing. A Human Caught It, Not an AI.

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6 min read
When "Hidden" Reasoning Isn't Hidden: The OpenAI/Anthropic/Google Encrypted Trace Replay Bug

When "Hidden" Reasoning Isn't Hidden: The OpenAI/Anthropic/Google Encrypted Trace Replay Bug

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6 min read
Same Model, 13.3% to 38.3%

Same Model, 13.3% to 38.3%

Comments 4
7 min read
What Happens When an LLM Never Reads Beyond Fifth Grade?

What Happens When an LLM Never Reads Beyond Fifth Grade?

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6 min read
Rebuilding the Cerebras Knowledge Base: Results Appendix (P1–P4)

Rebuilding the Cerebras Knowledge Base: Results Appendix (P1–P4)

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4 min read
Agents That Act Need Brakes, Not Just Brains

Demos earn misplaced trust before safeguards exist

Agents That Act Need Brakes, Not Just Brains

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Comments 49
7 min read
I Asked the Same Question to 7 Local LLMs — Speed and Intelligence Didn't Line Up: DGX Spark Benchmarks

I Asked the Same Question to 7 Local LLMs — Speed and Intelligence Didn't Line Up: DGX Spark Benchmarks

Comments 1
9 min read
9 Best Tools to Track Your Brand Mentions in ChatGPT and Other LLMs

9 Best Tools to Track Your Brand Mentions in ChatGPT and Other LLMs

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5 min read
How Much VRAM Do You Really Need for Local LLMs?

How Much VRAM Do You Really Need for Local LLMs?

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10 min read
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