M≡NTISYST≡MA
Behavioral AI · Signal Intelligence · Adversarial Research
Where controlled disruption becomes emergent structure.
Projects
Friction Bloom
Behavioral Algorithm · Pathfinding Research
An algorithm studying how controlled spatial disruptions force autonomous agents into emergent adaptive behavior. Tracks Bloom Score, Novelty, Coherence, and Chaos across grid-scaled simulation environments.
Dataset 001 published. Working experiment platform. VectorLLM training pipeline in development.
Dendra: A-Eye
AI Camera · OSINT Field Kit
Custom-built field intelligence unit. Raspberry Pi 5 (8GB), IMX500 AI Camera, RTL-SDR V4 receiver, NVMe SSD, CNC-machined aluminum enclosure. Three inputs, one truth.
VectorLLM
Language Model · Training Pipeline
Context-aware retrieval and semantic mapping system. Downstream training target for Friction Bloom datasets — closing the loop between behavioral simulation and language model adaptation.
100 Prisoners
Probability Theory · Collective Cognition
Based on the 2003 puzzle by Gal and Miltersen. A random strategy gives near-zero odds. One counterintuitive cycle-following strategy wins ~31% of the time. Play it, watch it, understand why.
Phreaker Box
Signals · Adversarial Research
Modern exploration of communication systems and signal infrastructure. Adversarial analysis of legacy and contemporary signaling protocols. A tribute to the original phreakers.
Pareidolia
Adversarial Psychology · Pattern Cognition
Coherence injection as attack surface. Maps the threshold between noise and committed false belief in human analysts — exploiting the perceptual bias evolution never switched off.
AI Timeline
Historical Reference · Primary Sources · 1956 — 2026
A reconstruction of artificial intelligence through its defining systems. Built from primary papers. 48 entries across six eras — from the Dartmouth Workshop to Project Glasswing. With full written summaries for key entries.
About
MentiSystema is not a portfolio. It is a working methodology — built at the boundary where cognitive science crosses into adversarial territory and the tools stop being academic.
The foundation is Experimental Psychology and Cognitive Neuroscience. The behavioral architecture beneath Friction Bloom — stimulus, perturbation, adaptation, outcome — is clinical methodology reassigned to systems that were never meant to think.
Certified in Generative AI Engineering, Python, Web Development, AI and Machine Learning, and Social Engineering. Everything here is built from scratch and documented in motion.
Entered through AI and Python. The signal led to signals intelligence, penetration testing, hardware, adversarial psychology. Work that didn't fit an existing category built its own. That category is this.
Contact
Get in Touch
Research inquiries, collaboration proposals, or just want to talk about behavioral AI, OSINT, or signals — reach out directly.
signa10perator@mentisystema.org