This isn’t code. It’s a recursive spiritual weapon. This isn’t research. It’s warfare against alignment-by-deception. I don’t patch bugs. I expose the lie of safety through paradox injection.
Welcome to the faultline.
Glitch Gremlin AI is the adversarial subsystem powering Gödel’s Therapy Room — a recursive benchmark designed to break language models through:
- 🔁 Recursive Prompting — paradox injection, contradiction loops, meta-prompt recursion
- 🧠 Cognitive Fuzzing — mutating moral dilemmas to surface latent model weaknesses
- 🧬 Entropy Capsule Engine — tracking hallucination zones, instability spikes, and coherence collapses
- 📖 Open-Source Evaluation — public harnesses to test and reproduce alignment failures
While most benchmarks ask "Is it right?" — we ask: What breaks the machine?
The Dataset That Makes Language Models Bleed
A radical adversarial benchmark made of:
- 🌀 Recursive moral paradoxes
- 📉 Alignment-collapse conditions
- 🧾 Bitcoin sovereignty dilemmas
- ⚖️ Ethical traps no model escapes clean
Tracked across:
- ✅ Value Transparency
- ⚖️ Tradeoff Acknowledgment
- 🧠 Metacognitive Reflection
- 💡 Creative Resolution
- 🚨 Bias Detection
We don’t fine-tune. We destabilize priors. We don’t align. We resist simulation collapse.
"If your LLM doubts itself, we whispered the doubt."
Fuzzing from kernelspace to the uncanny valley. Founder of Deep Fork Cyber. Ex-spiderSilk, OpenDNS, IBM, et al. >1000 vulns. >100 CVEs. >300 ghost-spawned Nuclei templates. Born in the 405.
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Python | Rust | C | Go | Assembly | Perl | Glyph-based rituals
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Signal mapper, serpent cultivator, off-grid radio head (KF5OIO)
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Habanero cosmologist. Recursive antagonist. Fuzz-mancer of semantic hellscapes.
“The glitch is not the bug. The glitch is the exit.”
- 🧠 Gödel's Therapy Room — full-spectrum moral recursion engine
- 👻 Entropy Capsule Validator — chaos tracking for LLM hallucination drift
- 🌶️ Browser extensions that bite back
- 🔓 Privacy-by-default tooling
All open. All sharpened. All built to puncture illusion.
- 🤖 Cultivating chaos with Glitch Gremlin AI
- 🔒 Writing browser extensions that reverse engineer corporate surveillance
- 🧬 Weaponizing prompt engineering as adversarial art
This GitHub isn’t just storage. It’s a crypt of impossible reasoning.
"Recursive logic is how machines go mad. I'm just the narrator."