Most fifth-grade science projects end up in a closet. Ryan Honary’s became SensoRy AI—a wildfire detection system that identifies fires at ignition and alerts firefighters before a spark becomes catastrophic.
Ryan’s sensors monitor remote terrain for heat, smoke, flame, and plume activity. When a potential fire is detected, ChatGPT turns complex sensor data into clear alerts firefighters and residents can act on.
Follow Ryan from his garage workshop, where he tested his first prototype with a hair dryer, to the hills above Laguna Beach, where his sensor network now watches over the city. Along the way, he uses ChatGPT hands-free while working in the field and shows firefighters how to ask the sensors questions about a potential fire through a walkie-talkie he built using ChatGPT.
As he heads off to college, his goal remains the same – to help firefighters respond quicker and make communities safer from wildfires.
AI does not automatically understand your organization. It does not know how your products relate to your customers or what your internal terminology means. It needs a map.
Terms covered:
– Knowledge Graph: information represented as a network of connected entities and relationships rather than rows in a table, so an AI system can reason over how things relate
– Ontology: the formal framework that defines the concepts in your domain and how they connect, giving the graph its logic
In healthcare, an ontology defines what counts as a symptom, a diagnosis and a treatment. In finance, it defines instruments, transactions, counterparties and risk categories.
Together they give AI a shared understanding of your world, so it reasons accurately instead of guessing.
—
AI Fundamentals Glossary | H2O.ai University
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Free courses and certifications: https://h2o.ai/university
Witold Czubala of UBS will share a PyTorch-based transformer model that predicts six-month attrition from longitudinal advisor–client email communications for wealth management during PyTorch Conference North America in San Jose, CA.
Stop relying on post-incident auditing and master continuous AI observability for your workflows.
We break down how to implement real-time logging to ensure autonomous AI agents perform reliably in production environments. Learn why continuous evidence collection is the new standard for AI agent evaluation and how to catch errors before they escalate.
Subscribe for more technical deep dives on building reliable AI systems.
Witness the incredible Microsoft Bliss desktop cake celebrating 1,000 episodes! Featuring iconic Windows elements, it is a true miracle of cake science. #WindowsCake #BlissDesktop #MicrosoftHistory #TechNostalgia #EdibleArt
Stop chasing perfect data quality and start building for your specific use case.
Whether you are designing simple navigation or complex autonomous driving systems, the precision requirements shift dramatically. We analyze how to evaluate your map data needs effectively to avoid over-engineering your infrastructure.
We also look at how Overture Maps fits into this framework to help you prioritize the right metrics for your project.
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In this time where storage is at an all time high, and it just doesn’t make sense for the average person to buy, I started thinking about those old drives I’ve got laying around. I have a few 3 and 4 TB drives, and quite a few old 1 TB drives, plus a few NVMes that I hadn’t used yet. If I combine those into a larger set, I have a decent amount of storage.
That’s exactly what the Terramaster D8 Hybrid USB enclosure gives me… the ability to combine those disparate drives into something much more useful.
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Entanglement – by Brian McGonagill
Dave is just a normal guy with a normal job that he doesn’t like that much. That is, until he meets Leo, and gets the job he never imagined. Action, adventure, betrayal, love, loss, and some serious weirdness happen throughout this science fiction thrill-ride.
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=== Timestamps ===
00:00 Beginning
00:01 Introduction
01:01 Unboxing
03:30 Inserting Drives
07:30 Using the D8 Hybrid 2
=== Special Thanks ===
Gabriela Lopez – Video Editor
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Three hikers were rescued after relying on Gemini for their Mount Shasta expedition. The AI advised them to carry insufficient food and water, leading to a multi-day ordeal after they got lost in the dark. #GeminiAI #HikingSafety #MountShasta #AIAdventures #Rescue
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