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Insights, tutorials, and stories from the TinyML community

Team Update: Engineering from the Global South - What AIEng4D Is DoingExternal

Team Update: Engineering from the Global South - What AIEng4D Is Doing

MLSysBook Newsletter

This edition of the our AIEng4D newsletter comes directly from members of our AIEng4D team working to expand access to practical AI engineering education...

MLSysBook Team•Newsletter
Sep 3, 2026
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Community Update: AI For Good, GenevaExternal

Community Update: AI For Good, Geneva

MLSysBook Newsletter

Join the AIEng4D Community at AI for Good Global Summit 2026 We’re excited to share that members of our community will be contributing to the 2026 AI for...

MLSysBook Team•Newsletter
Jul 1, 2026
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Team Newsletter: Beyond the Spiral, TinyML Pedagogy at the Hardware EdgeExternal

Team Newsletter: Beyond the Spiral, TinyML Pedagogy at the Hardware Edge

MLSysBook Newsletter

Editor's Note This month's team newsletter comes from Jeremy Ellis, High School Robotics and Machine Learning Educator in British Columbia, Canada, and Co-...

MLSysBook Team•Newsletter
May 22, 2026
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From the Builder's Gap to a Builder's StackExternal

From the Builder's Gap to a Builder's Stack

MLSysBook Newsletter

Most ML engineers I interview can build a model. Many cannot tell you why it runs as fast as it does, costs what it costs, or whether it will fit on the hardware they plan to deploy it on. That gap has a shape. Three years of curriculum-building gave it a name: the Builder's Stack.

MLSysBook Team•Newsletter
May 19, 2026
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Team Newsletter: Bringing AI to the Edge of the WorldExternal

Team Newsletter: Bringing AI to the Edge of the World

MLSysBook Newsletter

Training Activities of the TinyML4D Network From a Simple Idea to a Global Movement… Tiny Machine Learning — the ability to run machine learning models on...

MLSysBook Team•Newsletter
Apr 23, 2026
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Community Update: TinyTorch Tomorrow & What's Coming Next...

MLSysBook Newsletter

Hello everyone, We’re excited to bring the community back together tomorrow for our 3rd TinyTorch Community Gathering! (Newcomers welcome!) In this session...

MLSysBook Team•Newsletter
Apr 22, 2026
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The Builder's GapExternal

The Builder's Gap

MLSysBook Newsletter

Most developers now use AI tools. Very few build the systems underneath them. In ML systems, failures propagate upward through the stack. Understanding flows downward. That asymmetry is the most expensive gap in the industry.

MLSysBook Team•Newsletter
Apr 21, 2026
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Team Newsletter: From Tool Training to Process Thinking, A Spiral Model for AI in Higher EducationExternal

Team Newsletter: From Tool Training to Process Thinking, A Spiral Model for AI in Higher Education

MLSysBook Newsletter

This month’s team newsletter highlights work led by researchers Jesús Alfonso López, Carlos Peláez, Andrés Solano, and Paola Andrea Castillo Beltrán at...

MLSysBook Team•Newsletter
Apr 14, 2026
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Community Spotlight: TinyML Innovation Emerging from Colombian UniversitiesExternal

Community Spotlight: TinyML Innovation Emerging from Colombian Universities

MLSysBook Newsletter

Our TinyML Show&Tell sessions continue to highlight an encouraging trend: students around the world are not only learning about embedded AI, they are...

MLSysBook Team•Newsletter
Mar 17, 2026
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