Signal Over Noise: Why I Started This Blog
An introduction to VOID.LOG — a space for security research, AI systems, and the patterns that connect them.
Every system has signal and noise. The job of a researcher is to find the signal.
This blog is where I document the signals I've found — in malware behavior, in model internals, in the subtle ways complex systems fail. Not tutorials. Not hot takes. Observations.
What You'll Find Here
Security Research — vulnerability analysis, reverse engineering notes, threat modeling, red team observations. The kind of stuff that doesn't fit in a CVE description.
AI & ML Systems — model internals, alignment research, adversarial inputs, the gap between benchmark performance and real-world robustness.
Tools & Tradecraft — things I've built or found useful. No fluff.
Why Monospace?
Because the terminal is the truest interface. No icons. No gradients. Just text, structure, and intent.
def signal(noise: bytes) -> str:
"""
Strip the noise. Find the pattern.
Returns what matters.
"""
return noise.decode("utf-8").strip()If you're here, you already know why that matters.
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