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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.