Seeflection AI Media Lab
With a growing library of more than 410 in-house AI applications, custom ICL, SFT and RAG extended neural nets, dozens of self-optimizing/evolving agentic systems, secure ZFT and behind the firewall enterprise and related options, and a general purpose AI learning agents, Seeflection participates in projects that range from machine learning-assisted information acquisition and agent data management to R&D, planning and collaboration with companies and agencies across several scientific and other areas computer areas including AI, Blockchain and nascent Quantum-AI applications and neuromorphically-inspired deep learning systems.
We are continually developing new alliances that currently include a select group of Silicon Valley and AI-tools companies, and a growing set of forward thinking educational and research institutions. By combining our skills and resources with top AI, educational and research groups, we are able to more efficiently address social, educational and commercial challenges. We project that within the next few years we will reach a phase of hyper-exponential growth where by 2024 we will have billions of users starting to use AI on a daily basis. However, the need for everything from training to safe, secure deployment needs to be kept as top priorities. Those are key things Seeflection continues to form alliances to support ahead of critical needs factors.
Through these efforts, we have been creating a growing library of flexible deep learning and related machine learning architectures and rapid design and development approaches, which build on some of the wonderful tools and technologies conceived by Google, Stanford University and others. We are hopeful that by 2024 we will have the first substantially AI driven PRD and code generation systems working in-house.
By leveraging these and skills and resources, Seeflection has been evolving processing-friendly automated machine learning development agents, which we use to reduce the time and complexity of developing and training our AI solutions.
Media & AI
Top Audio, VR, Video, Media Lab & Recording Studio in Arizona – We have combined the best available equipment and studio infrastructure, with top award-winning Internet media design and development talent
Technology evaluation and analysis – Research, test and review 3rd-party media & broadcasting hardware & software
Immersive content and environments – for research, testing, simulation and development
Systems integration – hardware, software, trained DL nets and embedded systems
Broadcast VR – Live, realtime interactive environments for peered-multicast and on-demand delivery
Education & Internships– Deep learning, machine vision, embedded command & control and other areas
Simulation testing – Autonomous and assisted high performance driving, safety support, & applied game theory

We have extensive in-house systems development, production, simulation and testing facilities. We use these in combination with our AI Media Lab and our AI-enabled tools and technologies to support interdisciplinary instruction, course development, corporate training and content creation across areas of specialty covered below.

We apply extensive in-house development, production, simulation and testing facilities to produce AI-assisted drone/LIDAR/satellite-sourced, virtually created, immersive 360, augmented and other types of content. In addition, we produce a range of interactive training, group/collaborative training and recovery support content–both in traditional and immersive VR/AR formats.
Virtual Reality, Augmented Reality and Visual Simulation
Neural Network and AI class visualization – Agentic and neuromorphically-inspired model training, testing and visualization to increase efficiency and safety
VR/Visual Immersive – Mixed and virtual environments for visualization and adaptive simulations
Vestibular accommodation and adaptation – researching methods in virtual/simulated environments, & flight adaptation
Augmented / mixed commerce – 2.5K through 8K simulated and real time
PTSD, pain management and drug recovery – VR applications in augmented traditional protocols leading-edge experiments
Performance simulation & training – developing performance metrics and HIL and closed-loop optimization feedback methods
Information & Data Science
Automated Machine Learning (Auto-ML) Development – rapid class, model and hyper-parameter development
Homeland defense – AI-driven command & control, complex sequential & relational activity identification
Data Security – adaptive recognition, probes/query interception
Educational curriculum – automated curriculum and remediation support
Corporate operations – AI/smart contract workflow, budgeting and process optimization & automation
Intelligent Journalism – Realtime AI-drive fact validation, media search, acquisition and management
High-end production studio – From Canon, Nikon & SONY, to Blackmagic, DJI / Hasselblad & Apollo, we have the best, video, photography and Internet broadcast studio and equipment available for rent and turn-key projects in Arizona.

With an average of over three decades of experience in computer based learning, e-learning and cognitive skills learning development and delivery. We integrate a range of adaptive learning systems to both traditional and new augmented content types.
We use Tensorflow, Caffe, Simulink, PyTorch and various custom and commercial Python, node.js, C++ and related environments to develop and test. Deep Learning neural networking and related tools are used extensively for a wide range of learning development, extension, training, simulation and embedded applications.

We integrate a range of Ethereum-based development technologies as well as Blockchain-driven commerce and exchange automation systems, which we deploy using Tensorflow and related Artificial intelligence technologies. This enables us to create autonomous agents that support highly-secure next generation autonomous transaction automation via secure contracts. We develop Internet of Things (IoT) embedded system apps for command and control, robotics, environment automation, using NVIDIA, Arduino, Raspberry PI, Apple Homekit and Microsoft MRDS.
AI-enabled Blockchain, IoT and Command & Control Systems
Internet of Things (IOT) – Remoting, acquisition, gaming and Deep Learning NNet endpoints
Mobile / Remote interface & control – Machine leaning control systems
- Drones / UAV – intelligent subject and activity identification using standard and Neuro-Swarm™ systems
Embedded / Remote Security – Home automation, AI-security
Automation Control System – For workflow, financial transactions, intelligent AI-based control systems
Blockchain / Ethereum – Secure contracts & Bitcoin / Ethereum apps