@kinderlayer

All of AI, minus the hype. Just what actually works.

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Joined September 2022
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480Media

The 2026 AI Model Showdown: Who Actually Wins at What

Every week someone posts "Model X destroyed Model Y" over a single clip, a single benchmark, or a single lucky run. By the time you've picked a side, the leaderboard has already moved.

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The Dots Cost Blueprint: How to Run a GPT-6 Agent 24/7 Without Burning Your API Budget

I woke up to a $180 charge for a day of work worth about $19.

Article · @kinderlayer
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90% of Your Claude Bill Should Never Happen

Claude writes. JEV is the door. A 2-layer system that decides which calls are allowed to cost money.

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