Blog
Field notes from the lab.
What we measured, what broke, and what we would tell a colleague. Filter by what you came for.
Applied AI
Third-Party Validation: Proving a Product Does What It Claims
Vendors measure their own products, and buyers cannot tell a real result from a well-lit one. Here is what independent third-party validation is, what it measures for AI hardware and software, and the structural conditions that make a validator credible.
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Neuromorphic & physical AI
Embodied AI: Why Having a Body Changes the Problem
Physical AI describes what a system does. Embodied AI describes where its intelligence comes from. That distinction changes how you instrument, train and verify a machine, and this is what it changes.
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Neuromorphic & physical AI
Physical AI: What It Actually Is, and What It Costs to Deploy
Physical AI is the part of AI that has to be right in front of something real. Here is a precise definition, three deployed case studies, and the watts-per-platform constraint that decides what makes it out of the lab.
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Data & research
Synthetic Data for Federal AI: Training Models When the Real Data Is Sensitive
The best training data for federal AI is often the data you're not allowed to use. Synthetic data resolves that paradox, provided it's generated with rigor and validated honestly. Here's how mature programs approach it.
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Cybersecurity
AI-Native Cybersecurity: What an Autonomous SOC Actually Does
Bolting AI onto a legacy SOC gets you faster alerts. Building the SOC around AI gets you something different: investigation, response, forensics, and compliance that run themselves, with humans setting intent instead of clearing queues.
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Neuromorphic & physical AI
The Importance of Neuromorphic Computing: Why Brain-Inspired Chips Are the Next Strategic Advantage
GPUs made modern AI possible, but they made it power-hungry. Neuromorphic chips process information the way brains do: event-driven, massively parallel, and thousands of times more efficient. Here's why that matters for defense, edge AI, and cybersecurity.
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Neuromorphic & physical AI
Neuromorphic Edge AI: Why the Future of Intelligence Will Mimic the Brain, Not the Computer
Neuromorphic Edge AI is reshaping how real-time intelligence gets built. Learn how spiking neural networks, event-driven systems, and low-power edge architectures are changing cybersecurity, RTTP, and next-generation AI deployment.
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Applied AI
How Large Language Models (LLMs) Will Transform AI Engineering in 2026
Large Language Models (LLMs) are reshaping how organizations convert raw data into real-time intelligence. This article breaks down what LLMs are, how they work, and why they’re the backbone of modern AI engineering, from document parsing to autonomous agents. Learn how businesses are using LLM-powered systems to reduce costs, unlock revenue, and scale smarter.
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Applied AI
Inside the Petascale AI Lab at UT San Antonio
San Antonio now has its own petascale AI Lab. The AI Cowboys built this at The University of Texas at San Antonio. With 1–1.5 PFLOPS of compute, 26,624 CUDA cores, and exascale-class architecture, this lab is the most advanced publicly documented AI compute center in the city. Here’s why it matters for research, national security, and enterprise AI innovation.
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Applied AI
How to Build a Gesture-Controlled Particle System Using Google AI Studio, Three.js, and MediaPipe
Learn how to build a browser-based, gesture-controlled 3D particle system using Google AI Studio, Three.js, and MediaPipe Hands. This tutorial includes full source code, setup steps, and links to all tools, showing you how to turn real-time hand gestures into animated shapes like spheres, cubes, the UTSA logo, and The AI Cowboys logo.
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Neuromorphic & physical AI
Neuromorphic Brain Chip in NVIDIA Jetson: How the AI Cowboys Are Rewiring AI from San Antonio
The AI Cowboys are rewiring AI with neuromorphic computing inside NVIDIA Jetson. Powered by BrainChip Akida, our hybrid system reduces power consumption by 90% and operates off-grid, bringing brain-like intelligence to the edge. See it at our UT San Antonio AI Lab. We’re always cookin’ something.
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Applied AI
AI-Driven Customer Support: Smarter Service, Greater Satisfaction
Discover how The AI Cowboys transform customer support with AI-driven virtual agents, adaptive learning, and human-in-the-loop intelligence. Learn how businesses, universities, and government agencies are cutting costs, improving satisfaction, and scaling their support operations with intelligent, always-on service.
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Applied AI
Custom Software Development: Building AI-Powered Solutions for the Future
The AI Cowboys deliver tailored software development services in San Antonio, Texas, specializing in AI, machine learning, and automation. From enterprise platforms to government applications, we design secure, scalable, and future-ready systems that help organizations thrive.
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Applied AI
Enterprise AI Solutions: Transforming Business at Scale
AI Cowboys helps enterprises integrate AI into everyday operations, from automating workflows to deploying secure, scalable AI infrastructure. Based in San Antonio, we specialize in HIPAA-compliant, enterprise-ready AI that drives efficiency, reduces costs, and fuels innovation.
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Quantum computing
Quantum Computing Integration: Powering the Next Wave of AI Innovation
The AI Cowboys help organizations integrate quantum computing with AI to solve problems that classical systems can’t handle. Based in San Antonio, we deliver hybrid AI/quantum solutions for government, healthcare, research, and enterprise clients.
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Data & research
Healthcare & Biomedical AI Solutions: Transforming Medicine with The AI Cowboys
The AI Cowboys provide healthcare and biomedical AI solutions that accelerate research, enhance diagnostics, and secure patient data at scale. By combining HIPAA-compliant infrastructure with Topology-on-Demand (ToD) computing, we empower researchers, hospitals, and enterprises to innovate without limits.
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Data & research
AI-Enhanced Research Tools: Empowering Innovation with The AI Cowboys
The AI Cowboys builds advanced AI-powered research tools in San Antonio, Texas. Our solutions accelerate discovery, automate analysis, and make complex data accessible across healthcare, government, and academia.
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Data & research
Synthetic Data Services: Scalable, Secure, and Smart AI Training with The AI Cowboys
The AI Cowboys deliver synthetic data services that accelerate AI training, safeguard privacy, and unlock new possibilities for innovation. From healthcare to government applications, our synthetic datasets provide safe, scalable, and bias-reducing alternatives to sensitive real-world data.
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Data & research
Real-World Data Services: Turning Human-Validated Data into AI Power
The AI Cowboys deliver Real-World Data (RWD) services that transform raw information into human-validated, actionable datasets. By providing clean, regulatory-compliant data, we help organizations improve AI accuracy, reduce hallucinations, and accelerate deployment in critical sectors.
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Training & workforce
AI Workshops & Training: Building Skills for the Future of Work
The AI Cowboys deliver hands-on AI workshops and training programs that empower professionals, students, and organizations to leverage AI tools, machine learning, and EduTech innovations. From prompt engineering to enterprise deployment, our training helps Texas and beyond prepare for the future of work.
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Applied AI
Large Language Model Solutions: Unlocking AI’s Full Potential for Business and Research
The AI Cowboys deliver customized Large Language Model (LLM) solutions from San Antonio, Texas. From fine-tuning AI assistants to powering enterprise search and biomedical research, our LLM services make advanced AI practical, secure, and scalable.
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Applied AI
Top AI News You Might Have Missed in March
AI is evolving at record speed, and this week brought game-changing breakthroughs. From Grok 3’s wild voice modes to Microsoft’s efficient Phi-4 models, we break down the top 7 AI updates you need to know about. Discover how companies like OpenAI, Amazon, and Anthropic are pushing AI closer to human-like intelligence and what it means for the future of automation, creativity, and communication.
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