"The Edge AIsle" brings you to the forefront of artificial intelligence and edge computing, powered by Hailo.ai. In this podcast, we explore how edge AI is reshaping industries from smart cities and intelligent video analytics to autonomous vehicles and retail innovation. Join industry experts and thought leaders as they share insights into how Hailo’s AI processors are transforming the way industries function, enabling real-time deep learning and AI-driven applications directly on edge devices.
This isn’t just a podcast about technology—it's about how AI is empowering industries and improving lives across the globe. Whether it’s smart cameras making our cities safer or AI accelerators driving innovation in autonomous vehicles, the possibilities are endless.
If you're passionate about the nuts and bolts of AI processors and how they integrate with edge platforms to deliver unparalleled performance, "The Edge AIsle" is the podcast for you. Expect detailed analysis and a peek behind the curtain at the future of edge computing AI.
How the DRAM Shortage Is Changing Edge AI – Hailo AI Ep 9
As DRAM availability tightens and prices rise sharply, AI system designers are facing growing challenges in cost, scalability, and deployment timelines.
In this episode, Haley from Hailo summarizes the key insights from our latest blog exploring the global DRAM shortage (https://hailo.ai/blog/dram-shortage-in-edge-ai-doing-more-with-less/) and its implications for edge AI (https://hailo.ai/) architecture.
We discuss why DRAM prices have increased up to 3–4× since Q3 2025, how datacenter demand for DDR5 and HBM is impacting supply, and why memory-heavy AI designs are becoming harder to scale.
You’ll learn how DRAM-less AI accelerators (https://hailo.ai/products/ai-accelerators/hailo-8-ai-accelerator/) enable efficient vision AI without external memory (https://hailo.ai/products/ai-vision-processors/hailo-15-ai-vision-processor/), when generative AI (https://hailo.ai/products/hailo-software/model-explorer/generative-ai/) still requires DRAM, and how smaller models and hybrid edge-cloud strategies are shaping more resilient AI systems.
Chapters:
(00:00) Introduction
(00:05) What is DRAM and why it matters
(00:18) Why DRAM prices are rising
(00:29) Impact on edge AI deployment
(00:41) DRAM-less AI accelerators
(00:52) Vision AI without external memory
(01:05) Cost and supply-chain benefits
(01:11) Generative AI and memory needs
(01:19) Small models and edge inference
(01:26) Building DRAM-resilient AI systems
(01:29) Key takeaway
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25 Dec 2025
Running LLM at the Edge with Hailo-10H Ep 8
In this Edge AIsle episode, we summarize the key insights from Hailo edge AI (https://hailo.ai/)’s blog Bringing Generative AI to the Edge: LLM on Hailo-10H. As generative AI continues to reshape industries, Large Language Models are becoming increasingly powerful, but also increasingly demanding in terms of compute, memory, and cost. This episode explains why traditional cloud-based LLM deployment introduces latency and expense, and why edge-based inference is emerging as a critical alternative.
We focus on how the Hailo-10H LLM accelerator (https://hailo.ai/products/ai-accelerators/hailo-10h-ai-accelerator/) enables efficient LLM inference directly on the device, addressing core edge constraints such as limited memory and power consumption. The discussion highlights why real-world LLM performance is measured using metrics like Time-to-First-Token (TTFT) and Tokens-Per-Second (TPS), and how near-instantaneous responses become possible when models are run locally rather than in distant data centers.
Finally, the episode explains the practical benefits of edge-deployed LLMs (https://hailo.ai/blog/bringing-generative-ai-to-the-edge-llm-on-hailo-10h/): improved privacy, lower operational costs, and greater efficiency. By keeping data on the device, sensitive information never leaves the system, and reliance on continuous cloud compute is reduced. Techniques such as LoRA (Low-Rank Adaptation) make it possible to run powerful generative models at the edge without sacrificing performance. Discover how Hailo is enabling practical generative AI everywhere at https://hailo.ai/technology (https://hailo.ai/technology).
Chapters:
(00:00) Introduction: Generative AI and LLMs at the Edge
(00:21) The Challenge of Large Language Models
(00:35) Introducing the Hailo-10H AI Accelerator
(00:55) Performance Metrics: TTFT and TPS
(01:11) Privacy Through Local LLM Inference
(01:15) Cost Reduction by Avoiding the Cloud
(01:28) LoRA and Efficient Edge LLM Deployment
(01:40) The Future of Generative AI at the Edge
(01:46) Closing Thoughts from Hailo
Follow Us:
Hailo AI LinkedIn (https://www.linkedin.com/company/hailo-ai/)
Hailo AI Facebook (https://www.facebook.com/HailoTech/)
@Hailo_ai (https://x.com/Hailo_ai)
https://www.youtube.com/@hailo2062 (https://www.youtube.com/@hailo2062)
1 Apr 2025
AI Video Forensic Validity – Hailo AI Ep 7
Hailo AI's Edge Aisle podcast interviews industry experts on how AI video enhancement impacts forensic validity, emphasizing provenance and metadata integrity for reliable evidence.
9 Mar 2025
Automotive Edge AI: From Sensors to Silicon – Hailo AI Ep 6
Host Orr Danon and industry experts explore automotive edge AI, discussing silicon innovations, performance metrics, and scalable hardware solutions for ADAS and automated driving.
23 Feb 2025
Exploring Edge AI: Hailo’s Latest Innovations Ep 5
Host of Hailo AI Podcast, Adi Yoachum, interviews industry experts on how edge AI innovations drive real-time analytics and decision-making across various sectors.
9 Feb 2025
AI-Powered Cameras – Hailo AI Ep 4
Hailo AI's CEO, Orr Danon, discusses how AI-powered cameras with Hailo-15 processors deliver real-time video analytics and enhanced image quality at the edge.
5 Jan 2025
Hailo AI - AI in Video Management Systems - Ep 3
Hailo's experts explore how AI transforms Video Management Systems by automating video analytics, providing faster and more accurate results, and enhancing security and efficiency across industries.
22 Dec 2024
Hailo AI - AI in Public Safety - Ep 2
Hailo AI CEO/Founder Orr Danon and industry experts explore how Edge AI achieves a balance between public safety and personal privacy by processing data locally, safeguarding citizens' data and preventing large-scale cloud vulnerabilities.
8 Dec 2024
Hailo AI - Evolution of AI on the Edge - Ep 1
Hailo AI co-founders explore the transformative power of edge AI, enabling machines to create and innovate through generative capabilities and real-time processing.
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