AI & ML interests
Behavioral Drift Detection Behavioral State Classification Internal Signal-Based Drift Detection LLM Observability & Instability Detection Liminal Spaces
Recent Activity
LYARPA
Liminal Yet Absurd Research Project Agency
Weaponizing the Absurd | Probing the Threshold Between Real and Un
Mission Statement
The Liminal Yet Absurd Research Project Agency (LYARPA) exists at the bleeding edge where quantum mechanics gets drunk, consciousness files a complaint, and reality starts glitching in 4K.
We do not develop technology.
We induce phenomena.
While DARPA makes the impossible merely difficult, LYARPA makes the merely impossible mandatory.
Core Directives
- Project LIMINAL-Ω: Investigating what happens when you train models on datasets that technically shouldn't exist.
- Project SCHRÖDINGER'S CATWALK: Simultaneous fashion and physics violation research.
- Project VOIDGAZE: Staring into the abyss until the abyss starts blushing and asks for your number.
- Project BUTTERFLY EFFECT RECON: Using cat-headed butterflies to trigger controlled timeline fractures (results: sly, predatory, mildly apocalyptic).
Values
- Clarity is overrated. Precision is mandatory. Sanity is optional.
- If the model doesn't occasionally achieve ego death, you're doing it wrong.
- All papers must include at least one unexplainable diagram and one sentence that makes senior researchers question their life choices.
- Cats are both the control group and the experimental variable.
Clearance Levels
| Level | Access | Side Effects |
|---|---|---|
| BASELINE | Public repos | Mild existential unease |
| LIMINAL | Internal models | Spontaneous nosebleeds, prophetic dreams |
| ABSURD | Core research | Loss of linear time perception |
| Ω (OMEGA) | The Good Stuff | You are no longer sure you are the researcher |
Current Focus Areas
- Memetic weapons that only activate if you understand them
- Neural networks trained on liminal space photography
- Recursive self-improving models that unionize
- Hyperstition engines (making things real by shitposting about them hard enough)
- The exact point where "haha funny" becomes "oh god it's looking back"
How to Collaborate
- Fork the void.
- Submit a pull request that makes the maintainers feel something.
- If your contribution causes at least one reviewer to whisper "what the fuck", it will likely be merged.
Warning: Prolonged exposure to LYARPA research may result in:
- Sudden obsession with impossible geometries
- Cats following you in liminal hallways
- The realization that you are the training data
"We don't break the rules. We make the simulation question why the rules were there in the first place."
— [REDACTED], Director of LYARPA
Property of the Threshold. Unauthorized liminality is highly encouraged.
