PODCAST · technology
Cutting Edge AI
by Cutting Edge AI Team
Cutting Edge AI is your front-row seat to the transformation happening where artificial intelligence meets the physical world. As AI continues to move beyond the cloud, this podcast dives deep into the exciting, complex, and rapidly evolving world of Edge AI — intelligence embedded in the devices and systems around us.
Episodes
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From Mindshare to Market Share: The Product Playbook for Edge AI
In this episode - Edge AI often struggles to scale because its platforms are frequently built by engineers for engineers, rather than product managers for users, leading to demos that don't convert to deployable products and systems optimized for evaluation instead of real-world jobs-to-be-done…
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“What If Your Camera Could Talk? Edge AI with Cascaded CV and VLMs”
In this episode and the accompnying YouTube video (https://www.youtube.com/watch?v=ZggetZn2XQY), you will gain insight into model cascading, a powerful edge AI pattern where multiple AI models are chained together on a single edge device You will learn how this approach leverages a lightweight...
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A Developer's first AI journey on an Edge Platform!
This episode imagines a comprehensive developer's journey using an edge AI platform, starting from unboxing a development kit to deploying and monitoring AI applications at scale. It details a step-by-step process for creating AI solutions, emphasizing practical application and developer-friendly...
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Before the Model: Mapping the Data Minefield in Edge AI
This episode outlines significant data challenges inherent in Edge AI deployments, moving beyond controlled lab settings into real-world applications. It highlights issues such as collecting representative data that accurately reflects diverse operational conditions and managing sensor…
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Edge AI Starts Under the Hood: What Every Developer Should Know About SoC Performance
The episode examines the critical factors influencing machine learning (ML) performance on System-on-Chip (SoC) edge devices, moving beyond simplistic metrics like TOPS. It emphasizes that real-world ML efficacy hinges on a complex interplay of elements, including the SoC's compute and memory...
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Closing the Tooling Gap in Edge AI Development
The podcast discusses the significant tooling gaps prevalent in the development and deployment of Edge AI systems, highlighting their complexity and resource-intensive nature. It explains that unlike cloud AI, Edge AI demands real-time responsiveness on resource-constrained hardware and…
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Edge AI: A New Ecosystem for Product Intelligence
While Cloud AI focuses on centralized, service-oriented computation, Edge AI involves distributed, on-device intelligence that powers smart products, enabling real-time action even without internet connectivity. The document highlights that developing for Edge AI presents unique systems…
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ABOUT THIS SHOW
Cutting Edge AI is your front-row seat to the transformation happening where artificial intelligence meets the physical world. As AI continues to move beyond the cloud, this podcast dives deep into the exciting, complex, and rapidly evolving world of Edge AI — intelligence embedded in the devices and systems around us.
HOSTED BY
Cutting Edge AI Team
CATEGORIES
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Frequently Asked Questions
How many episodes does Cutting Edge AI have?
Cutting Edge AI currently has 7 episodes available on PodParley. New episodes are automatically indexed when they're published to the podcast feed.
What is Cutting Edge AI about?
Cutting Edge AI is your front-row seat to the transformation happening where artificial intelligence meets the physical world. As AI continues to move beyond the cloud, this podcast dives deep into the exciting, complex, and rapidly evolving world of Edge AI — intelligence embedded in the devices...
How often does Cutting Edge AI release new episodes?
Cutting Edge AI has 7 episodes. Check the episode list to see recent publication dates and frequency.
Where can I listen to Cutting Edge AI?
You can listen to Cutting Edge AI on PodParley by clicking any episode. We provide an embedded audio player for direct listening, and you can also subscribe via your preferred podcast app using the RSS feed.
Who hosts Cutting Edge AI?
Cutting Edge AI is created and hosted by Cutting Edge AI Team.
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