AI & robotics consultant • Hermes fanatic & power user • Investor - Software Developer - Building/optimizing autonomous agents daily • #AllIntegration
Palm Beach, FL
Joined November 2023
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A humanoid watched one video of a person playing cornhole, built its own simulator, practiced in it, then sank 7 shots in a row in real life.
Google DeepMind's Gemini 4 Argon did it on Apptronik's Apollo: learn in its own mind first, then do it for real.
The stat that jumped out at me is failure detection.
On NVIDIA's test of 4,861 robot time steps, Flora caught 53.3% of the moments a robot failed. GPT-6 Astra caught none, and no other model topped 11.7%.
A robot can't fix mistakes nobody flagged.
Caveats: these are NVIDIA's own benchmarks, and the cost assumes $10 per GPU-hour. Astra still wins some robot captioning scores, and Flora wrongly flags ~11% of normal steps as failures.
The weights are noncommercial too: research only, not for products.
My read: the robot race is turning into a data race, and NVIDIA just made robot data cheap for everyone. More cheap labels means more training, and that runs on $NVDA chips.
Picks and shovels, now for robots.
research.nvidia.com/labs/gea…
I kept waking up to dead Codex builds. They'd stop right after I went to sleep.
The fix took 2 minutes and costs nothing: stop letting your Mac turn off its display or lock when it's idle.
Keep it awake. Dim the screen yourself. 🧵
🤖 Made with AI
On a Mac that's plugged in:
- Battery → Options: prevent automatic sleeping when the display is off
- Lock Screen: screen saver set to Never
- Turn display off on power adapter: Never
- Require password after screen saver: Never
Then just turn the brightness down.
Pulled into Culver's on FSD today and my Tesla gave me two choices: Park or Drop Off.
I didn't want either. I wanted the drive-thru.
Tesla needs a Drive-Thru button. Here's exactly how it should work 🧵
🤖 Made with AI
What a Drive-Thru option should do:
- Route into the right lane, not the lot
- Queue and creep forward with the line
- Stop at the speaker, then at each window
- Hold until I tap go
- Pair with the restaurant's app so I can order and pay by voice, hands-free
Josh Marino 🦞 retweeted
In my opinion, SpaceX’s Q3 earnings call was the best earnings call from any of Elon's companies to date.
Not only was the video format fantastic, but the call itself was very substantive with a lot of great info and insight. SpaceX has one heck of an executive team.
SpaceX is now an AI company that also launches rockets.
Q3 revenue hit $14.6B, up 161%. Its AI unit made $7.56B, more than Starlink ($5.25B) and rockets ($1.77B) combined.
Net income: $4.4B vs a $1.1B loss a year ago.
Is $SPCX still a space stock?
What drove it: cloud deals renting compute to other labs, the $60B Cursor buy ($608M of revenue in its first 7 weeks) and Grok adoption.
The cost: $16.4B of AI capex in one quarter.
Chips, models and the apps people use, all under one roof.
ir.spacex.com/files/content_…
Josh Marino 🦞 retweeted
BREAKING: SpaceX stock, $SPCX, rises after reporting stronger than expected Q3 2026 revenue.
The company posted $14.6 billion in quarterly revenue.
