Julia Iv

Articles

Why AI Image Recognition Fails on Simple Diagrams: A Real ChatGPT Worksheet Test

ChatGPT could read the text on a fifth-grade biology worksheet, understand the subject, and explain the task. Then nine empty boxes and a few merged arrows exposed a much harder problem: visual reasoning.

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Hot Air Is Not a Diagnosis: Inside Smartphone Board-Level Repair

A microscope-filled repair bench can look impressive. But real smartphone board repair depends on diagnosis, process control, and knowing when not to apply heat.

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The Most Expensive Button in Tech Is Sometimes “Place Order”

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Your customer already has a better AI than your bot

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He came to town for supplies. The town already knew where he lived.

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The best bug is not the one you fix quickly.

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What Is a Forwarder in Crypto? How Smart Contracts Relay Transactions and Move Funds

I write IT Cabin because my brain still insists on thinking for itself. I sketch messy drafts across A4 sheets not just burn tokens and somewhere between fiction and technology, new questions keep appearing. IT Cabin is coming soon. Find me on Amazon and follow along for the release.

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Tokenized Stocks, Explained: What Actually Lives On-Chain?

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