/Tech1d 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#487inTech

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 · 22.4K 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

Many users backed the builder's low-compute robotics project challenging funded labs for its efficient approach, while some dismissed the claims as unoriginal or insincere.

Pos
73.3%
Neg
26.7%
15 comments with sentiment.
Cluster Engagement
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VIEWS4.1KBOOKMARKS2LIKES37REPLIES1
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

1dViews 4.1KLikes 37Bookmarks 2
kache@yacineMTB

@chris_j_paxton i-i need funding

1dViews 176Likes 10
kache@yacineMTB

@chris_j_paxton happy to consult!

1dViews 108Likes 6
kache@yacineMTB

@LonnyLot All robots

1dViews 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

1dViews 96Likes 4
lonny@LonnyLot

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

1dViews 83
kache@yacineMTB

@MancerAI_ mingru

1dViews 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

1dViews 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

1dViews 38Likes 3
MissingAFew@MissingAFew90

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

1dViews 110Likes 2
Gil@gilrdb

@yacineMTB you’re such a nerd i love it

1dViews 70Likes 1
Limited@tryagainlimited

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

FOR NOW

1dViews 34Likes 1
Zy@ZyMazza

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

1dViews 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.

1dViews 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

1dViews 24Likes 1
Daniel Lougen@DJLougen

@yacineMTB 👀 ahhh a fellow chad

1dViews 78
Adam Kerr@zero_to_seed

@yacineMTB Intelligence density is the way

1dViews 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

1dViews 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

1dViews 12Likes 1
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