Nov 8, 2026
From My Microphone to an Agent and Back: The First Accessible Loop
A real voice request across LinuxUtilities, laptop CKE Whisper, an exact Terminator pane, a request-matched summary, and P3 Kokoro speech.
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Accessibility
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Follow the work. Understand the machine.
I write about the maths, the kernels, and what happens when I try to make them work. Join me for the investigations, including the bits that go wrong.
ENGINEERING NOTES FROM ANTHONY SHIVAKUMAR
THE ILLUSTRATED FIELD GUIDE
How to think like an AI kernel & HPC engineer
- 10 pages to connect the pieces
- A real Whisper investigation
- A worksheet for your next experiment
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