See it work
Start with a real task and show the result. No mystery box, no victory lap.
The workshop is online
Build it. Test it.
Make the robot do it.
Clear experiments with creative AI, automation, and useful machines—made for curious people who want to see how the tools really work.
AI TOOLSAUTOMATIONBUILD LOGS
WHAT HAPPENS HERE
No magic.
Just the useful bits.
Learn the setup
Name the tool, explain what it does, and walk through the choices that matter.
Keep what helps
Save the workflow, the failures, and the small discoveries worth using again.
01 BUILD LOG
WHAT?! Did Opus 5.5 Actually Build a Working Computer?
One prompt, thirty hours, 277,248 NAND gates: taking apart the computer Opus 5.5 designed, from logic to games.
WATCH + READ
02 HARDWARE NOTES
CRAZY! Chinese Labs Double VRAM on NVIDIA Cards!
Inside China's 48GB RTX 4090 labs: the clamshell trick, reballing by hand, prices, and what to check before buying.
WATCH + READ
03 SCIENCE NOTES
Why the Internet has Gone INSANE Torturing a Fruit Fly Brain
The complete male fruit fly connectome, what the internet made it do, and why most demos come with an asterisk.
WATCH + READ
04 MODEL NOTES
The Only Video You Need to Understand Generative AI
From U-Nets to diffusion transformers: latents, attention, conditioning, and why image models changed.
WATCH + READ
05 BUILD LOG
INSANE ONE-SHOT! Opus 5.5 made this entire video in 30 min.
Building animations with code: Opus 5.5, HyperFrames, five visual styles, setup, costs, and licenses.
WATCH + READ
06 TOOL TEST
Jev: A Cursory Look and What Makes It Unique
Where a bounded decision model fits beside ChatGPT, ordinary code, and human review.
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07 AUDIO NOTES
SheetSage2: A Primer on ABC Transcription in Generative Audio
How a recording becomes an editable lead sheet and how symbolic scores can guide music models.
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08 BUILD LOG
How to Use the YuE2 Hum-to-Song Adapter
How a short hum becomes melody guidance and a trained adapter refines timing and articulation.
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09 MODEL NOTES
What Is Flow Matching in Generative AI?
A visual explanation of velocity fields, training paths, and generation from noise.
WATCH + READFIELD NOTES
The build log starts here.
Watch the episodes, then read the complete scripts with the details, limits, and useful ideas kept intact.