bednars.me

How much can social media reveal without reading someone's posts?

I tested Hermes Agent through Nous Portal.

Use Windows PE and QEMU as a disposable harness for KMDF testing, fuzzing, and kernel debugging without maintaining a full Windows virtual machine.

A writable GGUF file can alter a running llama.cpp model through memory mapping, without restarting the server or injecting code into its process.

A public prediction endpoint can become a labeling service, an unofficial inference backend, or a training source for a replacement model.

What a neural packer proves, what the prototype deliberately leaves out, and where the idea becomes relevant to real malware analysis.

A neural network can memorize a complete source file and reconstruct it through inference, turning deliberate overfitting into an unconventional packing technique.