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description=Where controlled disruption becomes emergent structure. Systems lab for behavioral AI, signal intelligence, and adversarial research.;

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mentisystema menti s ystema projects research about ai timeline contact menu projects research about ai timeline contact m ntisyst ma behavioral ai signal intelligence adversarial research where controlled disruption becomes emergent structure ai research osint neuroscience pathfinding systems hardware signal intelligence don t click this button mentisystema signal scroll close 01 projects 01 active research 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 pathfinding behavioral ai dataset python cognitive systems 3 94 peak bloom score wall gap constraint size 12 grid 0 65 max novelty global route reconfiguration threshold 0 0 chaos bloom purposeful adaptation never stochastic 2 0 coherence floor stable logical grounding under all conditions view project 02 in build 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 hardware osint raspberry pi sdr computer vision view project 03 in development vector llm 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 llm rag semantic mapping training view project 05 interactive 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 probability simulation cognitive science interactive view project 04 showcase 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 signals adversarial sdr communications view project 06 active research pare idolia 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 adversarial psychology signal detection interactive view project featured 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 1956 origin 1973 collapse 1986 learning 2012 breakthrough 2017 scale 2026 future enter timeline anemoia 02 about anthony fornof founder mentisystema experimental psychology cognitive neuroscience signa10perator mentisystema org 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 experimental psychology cognitive neuroscience generative ai engineering ai and machine learning signal intelligence adversarial research social engineering python 03 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 friction bloom active dendra a eye in build vectorllm in development pareidolia active ai timeline live dataset 001 published 2026 mentisystema all rights reserved mentisystema org