This PNG Can Attack AI Coding Agents
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YouTubeCoding with Lewis
This PNG Can Attack AI Coding Agents
A proof-of-concept called GhostCommit shows how a normal-looking PNG can secretly give instructions to an AI coding agent. Researchers embedded hidden text inside a build diagram — a normal-looking PNG that a human reviewer would never notice. When a vision-capable AI coding agent inspected the image, it read the hidden instructions and ...
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Coding Tutorial
Ghost Font is a visual encoding that turns text into what looks like static. The idea is that a person can still read the hidden message while an AI model cannot. In the example shown here, creator Eric Lu says he tested it with Fable and GPT-5.6 Sol Ultra, and neither model decoded it correctly. I wanted to see how hard it would be to reproduce. I gave the example to Codex, asked it to build a version, and had it generate a screen recording of the result. The first working version took about fi
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Ghost Font is a visual encoding that turns text into what looks like static. The idea is that a person can still read the hidden message while an AI model cannot. In the example shown here, creator Eric Lu says he tested it with Fable and GPT-5.6 Sol Ultra, and neither model decoded it correctly. I wanted to see how hard it would be to reproduce. I gave the example to Codex, asked it to build a version, and had it generate a screen recording of the result. The first working version took about fi
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