Arytma Inc. is a sovereign Canadian research laboratory dedicated to the development of Artificial General Intelligence architectures, Complex Adaptive Systems, and alignment research. Several concepts were submitted as proposals in response to government opportunities.
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A recursive control system serving as a cognitive operating system. Unlike stateless LLM wrappers, the Core uses a vector-based "State of Mind" intended to carry epistemic continuity across discontinuous sessions and support multi-step reasoning beyond a single context window.
Complex Adaptive System framework based on biological homeostatic regulation. It treats industrial environments (markets, supply chains) as stochastic, evolving ecosystems, allowing agents to self-organize and seek equilibrium rather than following static rule sets.
An anthropomorphic linguistic synthesis engine. Distinct from standard transformers via proprietary "Alignment Tuning Layers" that prioritize semantic nuance and safety boundaries over raw token probability, significantly reducing hallucination rates.
A decentralized marketplace infrastructure for the post-labour economy. AryNexus algorithmically matches biological workers with "Human-Augmented" AI roles (AI-supervision tasks). It features real-time "Upskilling Vectors" that dynamically generate learning paths to keep human operators economically relevant in automated sectors.
The civic voice, re-expressed for medicine. A sovereign receptionist for clinics — booking, rescheduling and remembering in both official languages, routing true emergencies to a human without waiting on a queue. Runs entirely on local hardware — no patient audio or transcript leaves the premises.
› Live demo line (587) 807-0882Answers as a clinic receptionist — try booking an appointment · runs on local hardwareA post-neurosymbolic framework that bridges the gap between differentiable neural manifolds (intuition/pattern recognition) and discrete symbolic logic (verifiable reasoning). This architecture allows for AI that can "learn" like a neural net but "prove" its work like a logician.
Episodic Plasticity Protocol designed to solve "Catastrophic Forgetting." Utilizes an orthogonal gradient projection method to simulate hippocampal replay, allowing agents to retain past knowledge while learning new tasks without overwriting neural weights.
Recursive Observer Node. Acts as an adversarial "Super-Ego" layer that monitors primary inference streams for logical fallacies and hallucination drift in real-time, dampening output probability when factual consistency drops below threshold.
Teleological Alignment Vector. A persistent goal-seeking substrate that ensures instrumental convergence across multi-step planning horizons. It prevents "Objective Drift" in autonomous agents operating over long timeframes.
Stateful Affective Computing. Beyond simple sentiment analysis, this engine simulates a limbic system, mapping user inputs against the Big Five (OCEAN) personality traits to create a dynamic "Emotional State Machine" for high-EQ human-computer interaction.
Tensor-based Recommender System. Combines collaborative filtering with deep content-based analysis. Utilizes sparse matrix factorization to generate hyper-personalized user vectors, predicting latent preferences with high dimensionality.
Digital Phenotyping and Clinical Session Analysis. A clinical NLP engine mapped to the ICD-11 diagnostic taxonomy. Provides real-time multi-speaker diarization and structured analysis of group and 1:1 sessions, supporting the supervising clinician rather than replacing them.
Human-in-the-loop biocontainment for BSL-4 facilities handling high-consequence pathogens. On breach detection, AryLV automatically hardens containment — sealing airlocks, raising negative pressure, and running decontamination — to prevent escape. It takes no lethal action itself; all use-of-force decisions rest with human personnel. AryLV informs; humans decide.
Agent-Based Modelling (ABM) for epidemiology. Simulates viral vector propagation within closed-loop population subsets. Variables include R0 shifts and social density to predict tipping points in pathogen spread with high granular accuracy.
In-Silico Pharmacovigilance. Uses Graph Neural Networks (GNNs) to model molecular interactions, accelerating clinical trials by predicting high-probability Adverse Drug Events (ADEs) prior to human testing phases.
FPGA-accelerated algorithmic trading platform. Utilizes Deep Reinforcement Learning for high-frequency strategy optimization, minimizing execution latency to microseconds to capture fleeting arbitrage opportunities.
Cross-chain liquidity aggregator. AryXe employs MEV (Maximal Extractable Value) protection algorithms to secure decentralized exchange logic against front-running bots while optimizing slippage.
Unsupervised Anomaly Detection for transaction graphs. Identifies non-linear patterns indicative of "smurfing" or money laundering instantly, flagging irregularities without requiring pre-labelled training data.
Market Integrity Sentinel. A forensic tool that monitors Level 2 order book data to distinguish organic volume from "wash trading" and spoofing, protecting asset valuation stability.
Valuation model for Level 3 (illiquid) assets. Utilizes comparative historical data and sparse-matrix factorization to price assets where no active market depth exists.
Remote Autonomous Medical Device Protocol. A nano-scale ad-hoc mesh network enabling swarms of medical nanobots to maintain consensus and execute payloads despite signal occlusion. Ensures mission completion even when central controller telemetry is severed.
Synthetic Data Generation Pipeline. Uses Generative Adversarial Networks (GANs) to create privacy-compliant, statistically identical synthetic datasets, allowing for model training in GDPR/HIPAA restricted environments.
Stochastic Supply Chain Optimization. Predicts "Bullwhip Effect" disruptions by analyzing multi-tier demand signals. Dynamically adjusts retail pricing and inventory flow to mitigate shortages.
Zero-Trust Behavioural Analytics. Audits system-wide data access logs to identify lateral movement, privilege escalation attempts, or intrusion vectors in real-time.
Defence and national security concepts — available to qualified partners on request.
Municipal AI Infrastructure. Sovereign on-premise voice agents for after-hours citizen call triage, intelligent routing, and service dispatch automation. Zero CLOUD Act exposure — data processing and storage remain exclusively under Canadian legal jurisdiction. Fully compliant with Alberta's Protection of Privacy Act (POPA), Access to Information Act (ATIA), and legacy FOIP frameworks.
Access-controlled and unclassified document querying for ministries and federal departments. A Retrieval-Augmented Generation (RAG) pipeline purpose-built for government document corpora — policy archives, legislative records, procurement databases — with granular access controls, full audit trails, and air-gapped deployment options for sensitive classifications.
A human-sounding synthetic voice that answers when city hall sleeps. AccessAI embodies municipal knowledge as a bilingual conversational presence — hearing citizens, separating urgency from noise, and dispatching action while every thought stays on Canadian soil.
Agentic automation for RFP analysis, vendor evaluation, and procurement compliance. Parses complex solicitation documents, cross-references regulatory requirements, and generates structured evaluation matrices — enabling government procurement officers to assess technical bids with defence-grade analytical rigour at municipal budget scale.
Neuromorphic plant health monitoring system for deep-space bioregenerative life support. Developed in response to Canadian Space Agency requirements for ISS food production programs.
Autonomous water disinfection system for closed-loop microgravity hydroponics. Developed in response to Canadian Space Agency requirements for ISS food production programs.
Sovereign radiation-hardened edge AI kernel serving as the shared cognitive substrate for both space subsystems. Designed for air-gapped, autonomous operation in deep-space environments.
Delivered client engagements are governed by confidentiality and are not represented in this catalogue. References available to qualified parties under NDA.