The AI Hardware Show

Limit-Less AI, Inc.
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Skyler Monroe breaks down the latest in AI hardware - from GPUs and TPUs to custom silicon and data center tech. Get the scoop on chips, accelerators, and the hardware powering the AI revolution, explained in plain English.

Episodes

  1. Intel's Handheld Gaming Delay and XeSS 3 Frame Generation Breakthrough

    FEB 8

    Intel's Handheld Gaming Delay and XeSS 3 Frame Generation Breakthrough

    This episode covers Intel's delayed handheld gaming chip plans with their new Core G3 series and Arc integrated GPUs pushed to Q2 2026, as they work to compete with AMD's dominance in devices like the Steam Deck. The show also highlights Intel's impressive XeSS 3 frame generation technology delivering significant performance gains on budget graphics cards like the Arc A380 in demanding games like Cyberpunk 2077.

  2. From Blast Furnace to Fire Truck: How AI is Forcing the Complete Reinvention of Data Center Cooling

    FEB 7

    From Blast Furnace to Fire Truck: How AI is Forcing the Complete Reinvention of Data Center Cooling

    This episode explores how AI is revolutionizing data center cooling, with AI racks now consuming up to 240 kilowatts compared to traditional systems that used just 41 kilowatts. The discussion covers the shift from air cooling to liquid cooling solutions, with major AI cloud providers like CoreWeave now using 85% liquid cooling to handle the extreme thermal demands of NVIDIA's latest Blackwell-based systems. Host Skyler Monroe explains how this cooling transformation is enabling the AI revolution by maintaining consistent performance under massive computational loads.

  3. Edge AI Hardware Showdown: From Google's Ultra-Efficient Coral NPU to NVIDIA's Powerhouse Jetson AGX Orin

    FEB 6

    Edge AI Hardware Showdown: From Google's Ultra-Efficient Coral NPU to NVIDIA's Powerhouse Jetson AGX Orin

    This episode of The AI Hardware Show explores the latest developments in edge AI hardware, covering Google's ultra-efficient Coral NPU platform that delivers 512 GOPS while consuming just milliwatts of power using open-source RISC-V architecture. The discussion also examines NVIDIA's high-performance Jetson AGX Orin delivering 275 TOPS for demanding applications, and touches on the energy-efficient Hailo-8 chip that achieves 10 TOPS per watt, showcasing the spectrum from battery-powered wearables to industrial AI systems.

  4. AI Hardware's Hidden Bottleneck: Why CoWoS Packaging Is Choking the Industry

    FEB 5

    AI Hardware's Hidden Bottleneck: Why CoWoS Packaging Is Choking the Industry

    The A I Hardware Show explores AI hardware's surprising bottleneck: CoWoS packaging technology, with TSMC's capacity completely sold out through 2026 and NVIDIA occupying over 70% of production. The episode discusses how this packaging constraint affects AI chip integration with high-bandwidth memory and covers TSMC's new 2-nanometer mass production using nanosheet transistor technology.

  5. Google's TPU Ironwood vs NVIDIA Blackwell: The AI Hardware Battle Intensifies

    FEB 4

    Google's TPU Ironwood vs NVIDIA Blackwell: The AI Hardware Battle Intensifies

    In this episode of The AI Hardware Show, host Skyler Monroe covers Google's groundbreaking seventh-generation TPU (codenamed Ironwood) that delivers over 4,600 teraFLOPS and finally matches NVIDIA's flagship Blackwell chips in performance. The discussion also explores Amazon's surprising partnership with NVIDIA, integrating NVLink architecture into their next-generation Trainium4 chips despite being traditional competitors. These developments signal a major shift in the AI hardware landscape, with custom chips increasingly challenging NVIDIA's dominance in the data center market.

  6. NVIDIA's $20B Groq Acquisition and the Battle for AI Inference Supremacy

    FEB 3

    NVIDIA's $20B Groq Acquisition and the Battle for AI Inference Supremacy

    In this episode of The AI Hardware Show, host Skyler Monroe covers three major funding developments reshaping the AI chip landscape: NVIDIA's massive $20 billion acquisition of inference specialist Groq, Cerebras raising $1 billion at a $23 billion valuation with their revolutionary wafer-scale processors, and SambaNova's $350 million funding round backed by Vista Equity and Intel. The episode explores how these moves signal a shift toward specialized AI silicon designed for specific workloads rather than general-purpose solutions, with NVIDIA making a strategic play to dominate both training and inference markets.

  7. AMD's MI350 Series Launch: Why the Red Team is Finally Giving NVIDIA a Run for Its Money

    FEB 2

    AMD's MI350 Series Launch: Why the Red Team is Finally Giving NVIDIA a Run for Its Money

    In this episode of The AI Hardware Show, Skyler Monroe dives deep into AMD's latest AI accelerator developments, focusing on the newly launched Instinct MI 350 series with its impressive 35x AI inference performance claims and 288GB of HBM3E memory. The discussion covers AMD's competitive positioning against NVIDIA, particularly highlighting the MI 300X's superior memory capacity compared to the H100, and explores how major cloud providers like Microsoft and Meta are already committing to deploy AMD's hardware in their data centers.

  8. NVIDIA's China Return and Blackwell's 30x Performance Leap: H200s Hit Chinese Markets While GB200 Redefines AI Computing

    FEB 1

    NVIDIA's China Return and Blackwell's 30x Performance Leap: H200s Hit Chinese Markets While GB200 Redefines AI Computing

    In this episode, host Skyler Monroe covers NVIDIA's major return to the Chinese market with plans to ship 40,000-80,000 H200 GPUs worth up to $2.56 billion before the Lunar New Year, following eased trade restrictions. The show also dives into NVIDIA's groundbreaking GB200 NVL72 platform, which delivers 30x the performance of H100 chips for AI inference while reducing costs and energy consumption by 25x. Additionally, the episode discusses how cloud GPU rental prices are finally becoming more accessible for businesses and developers.

  • 8 Episodes

About

Skyler Monroe breaks down the latest in AI hardware - from GPUs and TPUs to custom silicon and data center tech. Get the scoop on chips, accelerators, and the hardware powering the AI revolution, explained in plain English.

Information

  • Creator
    Limit-Less AI, Inc.
  • Episodes
    8
  • Rating
    Clean
  • Copyright
    © 2026 Limit-Less AI, Inc.
  • Show Website
    The AI Hardware Show