Mac

Interested in technology, innovation & the future of the internet.
Observing trends, exploring ideas, staying curious.

[Mac @MacRyanX]

@sportful Feels like one of those moves we'll understand a lot better a few months from now

[Mac @MacRyanX]

@aiwithsally The goal based approach feels closer to how people actually want to use these tools day to day

[Mac @MacRyanX]

@aleximarkett This is what stands out to me with AI, the bottleneck keeps moving back to the person

[Mac @MacRyanX]

@tradewithpaulo The mental spending part is way too real, I've definitely caught myself doing that before

[Mac @MacRyanX]

@thedygest every time I think I've seen the peak of Miku's popularity something like this shows up

[Mac @MacRyanX]

@NickGCat The part that stood out to me is institutions can reach onchain markets without changing how they already operate

[Mac @MacRyanX]

@JETBIT_Global the streak and quest side probably keeps people engaged more than they expect at first

[Mac @MacRyanX]

@Aptos @aptAlix @ASHAWONN A few years ago this would've sounded unlikely, now it feels like the conversation has matured a lot

[Mac @MacRyanX]

@MaxWinHub The number is crazy, but the way it kept building might be the wildest part honestly

[Mac @MacRyanX]

@aleximarkett This is way closer to how I naturally think, adjust a little then keep refining from there

[Mac @MacRyanX]

@tradewithpaulo This is why I try not to get too attached to portfolio numbers on any given day

[Mac @MacRyanX]

@thedygest I get the argument, but creator sponsorships never felt like the same thing as platform ads to me

[Mac @MacRyanX]

@aiwithsally the physics part is what stood out to me, that's usually where things start falling apart

[Mac @MacRyanX]

@mickeyhardy The more I look at this, the less it feels accidental and that's what gets me

[Mac @MacRyanX]

@brookenixon51 @axisrobotics Curious what creators build when the robots become the main subject.

[Sanjoy @brookenixon51]

physical AI content just got its own arena.

the @axisrobotics content creator program is officially open, running on katalyst.

epoch 1 goes from Aug 19 to Sep 18, 2026, and honestly this is the window you want to catch early.

what would you create first if you jumped in today?

[Sanjoy @brookenixon51]

I've been staring at this @axisrobotics thing for a bit and its stuck in my head for a weird reason.

Everyone talks about robots learning to grab or fold or sort stuff. Nobody talks about who decides what they even practice on first.

Sounds small until you sit with it.

Every task a robot learns from starts as someone deciding an object, a room, an instruction, and honestly like five different ways of phrasing that instruction.
Now do that a few thousand times by hand.

I tried picturing someone doing that manually and just gave up halfway through the thought.

Axis built something called AxisTaskGen for this. You type a plain sentence, "put the ketchup into the basket" is literally their own example, hand it whatever objects you have, and it builds out a full task layout ready for simulation on its own.

A person still checks the layout before it gets used though, which I wasnt expecting honestly.
Makes sense though, an AI generated setup can look fine and still be wrong in some way you'd only catch by eye.

Not gonna lie, I care less about the robot arm now and more about whoever or whatever decided what it got to practice on in the first place.

Is task data the actual bottleneck in robotics or is that just me

@KaitoAI

[Mac @MacRyanX]

@introductioncom A smaller room with the right people usually beats a bigger room with everyone in it

[THΞGABO🍌 @thegaboeth]

Rt + Drop your RobinHood address 👇

Must be following me

The 500 wallets with the most "likes" will be selected.

[Mac @MacRyanX]

@thegaboeth 0xbE32fF052e85Ba86BF2BB778590A9f50346902F5