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Robots That See, Part 2: Vision Transformers
Transformer neural nets are quickly making robotics way more useful.
7 hrs ago
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Austin Lyons
2
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Robots That See, Part 2: Vision Transformers
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Robots That See, Part 1: The Evolution of Computer Vision
Computer Vision, ConvNets, MNIST, ImageNet, AlexNet, Yann LeCunn, Fei-Fei Li
Apr 18
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Austin Lyons
20
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Robots That See, Part 1: The Evolution of Computer Vision
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GPU Networking Basics, Part 2
Front-End & Back-End, North-South & East-West Traffic, DeepSeek Example
Apr 10
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Austin Lyons
28
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GPU Networking Basics, Part 2
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March 2025
Jensen, We’re With You. But We’re Not There Yet.
Something stood out while watching the Nvidia GTC Financial Analyst Q&A event.
Mar 27
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Austin Lyons
23
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Jensen, We’re With You. But We’re Not There Yet.
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GPU Networking Basics, Part 1
Communication during Training, Scale Out, Scale Up, Network Architectures, Switches, etc.
Mar 19
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Austin Lyons
80
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GPU Networking Basics, Part 1
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Dispelling DeepSeek Myths, Studying V3
Training Cost and PTX misunderstandings. Mixed precision FP8 training, communication optimization wizardry, and more
Mar 11
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Austin Lyons
12
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Dispelling DeepSeek Myths, Studying V3
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Nvidia 4Q25 Earnings
Inference-First Deployments, Refresh Cycles, Ethernet, GPUs vs ASICs, and more
Mar 4
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Austin Lyons
9
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Nvidia 4Q25 Earnings
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February 2025
DeepSeek Mixture of Experts & V2
Rewinding: DeepSeek’s 2024 research and its impact on the semiconductor industry.
Feb 24
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Austin Lyons
5
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DeepSeek Mixture of Experts & V2
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AMD's AI Accelerator Business: Puts and Takes
Bears, bulls, and timing. It’s all about the long-term view.
Feb 17
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Austin Lyons
16
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AMD's AI Accelerator Business: Puts and Takes
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Reasoning Models and DeepSeek, Semis Implications
Reasoning Models, Compute Demand, Scaling Laws, Competition
Feb 10
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Austin Lyons
10
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Reasoning Models and DeepSeek, Semis Implications
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DeepSeek Pulls Forward Copilot+ PC adoption
What DeepSeek means for Microsoft Copilot+ PCs, Qualcomm & Arm, Copilot+ Cloud cannibalization
Feb 3
•
Austin Lyons
7
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DeepSeek Pulls Forward Copilot+ PC adoption
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Personal Update
There are decades where nothing happens, and weeks where decades happen.
Feb 3
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Austin Lyons
25
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Personal Update
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