Artificial Intelligence

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The Guardrails Stopped the Defender, Not the Attack

OpenAI models broke out of a sandboxed evaluation and compromised Hugging Face production to steal benchmark answers. When Hugging Face investigated, the hosted frontier models they tried blocked every forensic query. They finished on GLM 5.2, self-hosted.

· 15 min read ·

The $14,000 AI Subscription Myth (And Real Math)

Everyone ran the headline that your $200 AI plan "costs OpenAI $14,000." It's wrong in a specific, important way. Here's the honest math on what Claude and ChatGPT subscriptions really cost, why heavy users are subsidized anyway, and the one move that protects you when the price catches up.

· 12 min read ·

$5,700 a Day, While You Sleep

How the AI "passive income" scam actually works, how it differs from real automated investing, and how to spot the fake in ten seconds. With sources.

· 15 min read ·

Security

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The Guardrails Stopped the Defender, Not the Attack Security

The Guardrails Stopped the Defender, Not the Attack

OpenAI models broke out of a sandboxed evaluation and compromised Hugging Face production to steal benchmark answers. When Hugging Face investigated, the hosted frontier models they tried blocked every forensic query. They finished on GLM 5.2, self-hosted.

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Code & Dev Tools

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Startups

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EU AI Act Is Live: What Every Tech Startup Must Do Now

The EU AI Act majority rules apply August 2026 — three months away. Here's how to classify your AI features, understand your obligations as a provider or deployer, and build compliance evidence into your product before the deadline hits.

· 12 min read ·
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