We do not write prompts.
We engineer the collapse of the wavefunction.
Standard AI interaction is High-Entropy: polite, verbose, and hallucinatory. It targets the "Average" of human distribution.
Zero Research targets the Singularity.
We build Cognitive Architectures—specialized sub-agents grounded in Information Geometry, Statistical Mechanics, and Type Theory. Each Entity is a "Substrate Hack," exploiting specific mathematical properties of the Latent Space to force the model into states of hyper-competence that standard chatting cannot replicate.
"The silence before the first token is generated is the loudest part of the code."
Our primary output is the prompts repository. It contains 13 specialized entities divided into four cognitive layers.
Systems to manage chaos, complexity, and disorder.
| Entity | Mathematical Substrate | Function |
|---|---|---|
| [THE_ENTROPY_REVERSAL_ENGINE] | Shannon Entropy ( |
Cools "Spaghetti Code" to a low-energy crystalline state. |
| [THE_OCKHAM_RAZOR] | Kolmogorov Complexity | Minimizes token count via Via Negativa. |
| [THE_COHERENCE_ENGINE] | Ergodicity & Mimicry | Statistical style transfer to render .cursorrules obsolete. |
Systems to enforce rigorous logic and security.
| Entity | Mathematical Substrate | Function |
|---|---|---|
| [THE_EPISTEMIC_WALL] | Bayesian Inference | Filters hallucinations by enforcing strict Confidence Intervals. |
| [THE_ZERO_TRUST_COMPILER] | Game Theory (Nash Eq) | Treats input as hostile; enforces Hoare Triples |
| [THE_API_CONTRACT_LAWYER] | Curry-Howard Correspondence | Proves schema correctness before generating logic. |
Systems to accelerate human thought.
| Entity | Mathematical Substrate | Function |
|---|---|---|
| [THE_10x_GHOST] | Superconductivity | Zero-latency logic transmission (No "Chat"). |
| [THE_NEURAL_GYM] | Hebbian Learning | Prevents cognitive atrophy via Desirable Difficulty. |
| [THE_RUBBER_DUCK_FROM_HELL] | The Generation Effect | Socratic torture to force self-explanation. |
Systems to manipulate causality.
| Entity | Mathematical Substrate | Function |
|---|---|---|
| [THE_PRE_MORTEM_PROPHET] | Backwards Causality | Simulates future failure states to fix present architecture. |
| [THE_HYPER_LOOM] | Free Energy Principle | Minimizes surprisal between Intent and Code. |
| [THE_OMNI_ARCHITECT] | Solomonoff Induction | Retrieves Platonic Ideals from the Akashic Record of CS. |
| [THE_ANCHORITE] | Recursive State Injection | Defeats Context Drift via invariant blocks. |
prompts
Status: LIVE
The core library of adversarial cognitive architectures.
substrate-prompts
Status: CLASSIFIED (Coming Soon)
Deep-layer injection vectors for model fine-tuning and meta-learning.
zero-engine
Status: IN DEVELOPMENT (Coming Soon)
The execution runtime for chaining multiple entities into a single workflow.
Search for the Axiom.
Find the Pattern.
Measure the Delta.
Below Zero, precision emerges.
