Oliver Choy
725 posts

Oliver Choy
@oliverch0y
Building AI products and agents while studying robotics. ex-Adobe, ex-Slalom, Snowflake solution architecture leader. documenting the journey.
San Francisco, CA Katılım Nisan 2008
365 Takip Edilen114 Takipçiler

One thing I’m learning from robotics customers:
They don’t always ask for magic.
They ask for milliseconds.
A 2-second pick-and-place cycle sounds fast until you realize the buyer is calculating throughput, labor, uptime, and margin at industrial scale.
#Robotics #IndustrialAutomation
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Inspired by @karpathy’s LLM Wiki pattern, I wrote up how I think it scales beyond a few hundred files: markdown as canonical truth, with SQLite/FTS + metadata as the agent interface.
Basically: LLM Wiki evolves from “retrieval” into “compiled personal/team memory.”
gist.github.com/oliverchoy/992…
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@alexabelonix @karpathy Thank you. Codex is going through the 5 phases of implementation right now 😉
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Oliver Choy retweetledi

Robotics simulation data is too valuable to throw away.
Every failed grasp, collision, dropped object, and unstable plan is a lesson.
If we annotate not just success/failure, but why it happened, simulation becomes training data for Physical AI.
#PhysicalAI #Robotics #Simulation
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@BentoBoiNFT Any reason why you moved away from OpenClaw to Hermes?
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Day 35 of speed running AI and becoming an expert as a noob
✅ Migrated OpenClaw → Hermes
✅ Shipped a video content agent
✅ Worked on Real Estate startup
Hermes Agent + GPT 5.5 is a big upgrade from my old OpenClaw setup. Let’s run it up again and learn more today gang 🫡
BentoBoi@BentoBoiNFT
Day 33 of speed running AI and becoming an expert as a noob ✅ Tested & filmed GPT 5.5 update video ✅ Real Estate start up brainstorm & MVP ✅ AI property research bot Still know zero code & have a ton to learn, but would have never guessed I'd be able to do this one month ago
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