/AI6h ago

Systems engineer Yacine argues heavily funded robotics labs are on the wrong path by relying on massive compute

Story Overview

Systems engineer Yacine positions his lighter-footprint methods for robot control and simulation-to-real transfer as a direct alternative to the heavy compute budgets at places like Generalist and Pi, framing the difference as a strategic misstep rather than a scaling advantage while he builds an unfunded hardware startup.

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Original post
kache@yacineMTB#488inAI

I'm trying to bring robots to life with incredibly little compute, relative to the big silicon valley super funded labs like generalist & pi. I think that they're wrong

7:38 AM · Jun 9, 2026 · 15.9K Views
Open Question

Exchange turns personal fast

Chris Paxton’s reply flags Yacine’s active job search as evidence against the critique, turning the thread into a back-and-forth about credibility instead of code or hardware specs.

Technical Gap

Claims stay simulation-bound for now

Yacine’s cited wins center on cart-pole style tasks with no released metrics, datasets, or real-robot comparisons against the labs he names, leaving the performance gap untested in public.

Sentiment

Positive users praised the builder's low-compute robotics approach for emphasizing intelligence density and challenging funded labs, while negative users dismissed it as unoriginal or questioned the claims.

Pos
72.7%
Neg
27.3%
11 comments with sentiment.
Cluster Engagement
Posts from X
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VIEWS2.3KBOOKMARKS1LIKES20REPLIES1
Chris Paxton@chris_j_paxton

@yacineMTB If they were wrong why are you looking for a job

kache@yacineMTB

I'm trying to bring robots to life with incredibly little compute, relative to the big silicon valley super funded labs like generalist & pi. I think that they're wrong

5hViews 2.3KLikes 20Bookmarks 1
kache@yacineMTB

@chris_j_paxton i-i need funding

5hViews 176Likes 10
kache@yacineMTB

@chris_j_paxton happy to consult!

5hViews 108Likes 6
kache@yacineMTB

@LonnyLot All robots

6hViews 80Likes 4
kache@yacineMTB

@chris_j_paxton seriously though; if you have a problem that you are struggling with at your work i am happy to help solve it for money

5hViews 96Likes 4
lonny@LonnyLot

@yacineMTB Is there a specific type of robot you are trying to build?

6hViews 83
kache@yacineMTB

@MancerAI_ mingru

4hViews 19Likes 1
MancerAI@MancerAI_

@yacineMTB I keep bothering you but have you looked into ReCoN (request confirmation networks)? I think they'll be perfect for robotics. https://ceur-ws.org/Vol-1583/CoCoNIPS_2015_paper_6.pdf

4hViews 30
EV_Trapper@EV_Trapper

@yacineMTB I'm working to bring bio-bots into the main stream to help with solving the fertility crisis......

biobots.......women

6hViews 38Likes 3
MissingAFew@MissingAFew90

@yacineMTB Same but with my brain (it also has very little compute)

6hViews 110Likes 2
Gil@gilrdb

@yacineMTB you’re such a nerd i love it

6hViews 70Likes 1
Limited@tryagainlimited

@yacineMTB but can it do my dishes or laundry. literally all i want for now from a robot

FOR NOW

6hViews 34Likes 1
Zy@ZyMazza

@yacineMTB If it can't fit in my pocket it's not asi

4hViews 108
neverwinsthegame@NevrWinsTheGame

@yacineMTB Probably right, Taalas HC1 is insane for what it does. And if you switch to analog processing instead the amount of power required would be laughable. Orders of magnitude down at the bottom.

6hViews 24Likes 1
Mortimer P. Gamer@Xboxplayer13

@yacineMTB You can put a brain in a petri dish and it can play doom. A guy in Montreal did it who is not you and way more smart and talented. He also made a shirt from shrimp

6hViews 24Likes 1
Daniel Lougen@DJLougen

@yacineMTB 👀 ahhh a fellow chad

6hViews 78
Adam Kerr@zero_to_seed

@yacineMTB Intelligence density is the way

6hViews 20Likes 1
Shade@shade_engine

@yacineMTB the ETH way, this is very good for specific well defined problems, but remember that the big labs are trying to solve general intelligence for robotics and not single focus tasks

6hViews 14Likes 1
Piyush@piyush1337

@yacineMTB I believe in you pal if I were VC & sh*t I would have backed you with good money but moi poor so you carry on with my moral support

6hViews 12Likes 1
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