Notes on systems, security, and the ideas behind them.
How much can social media reveal without reading someone's posts? An old Twitter project exploring political inference from social connections, profile descriptions, and public metadata.
I tested Hermes Agent through Nous Portal. The interface was unreliable, the configuration was difficult to reason about, and private context leaked into a group conversation.
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.