@atrekovas@cyrilXBT This is over-engineering a knowledge graph and stumbling into neural network design when you should be focused on building something people want.
Every company is missing the same layer:
A company brain.
Right now, the memory of the business is scattered across calls, docs, Slack threads, dashboards, SOPs, and people's heads.
That's the part people miss when they talk about a company brain.
The value isn't a giant folder of company knowledge. Every company already has that.
The real advantage is the intelligence layer that sits between all that context and the work your team needs done.
This is the layer every AI-native company will need:
This guy built a mini AI farm out of 4 Nvidia boxes
It does not look like a data center.
It looks like a stack of small machines sitting next to a laptop.
But each box is a DGX Spark with Grace Blackwell inside, 128GB unified memory, and enough room to run models normal gaming GPUs cannot even open.
Using the launch price from the article, 4 of them is almost $12,000 of local AI compute on one desk.
That sounds expensive until you compare it to cloud GPUs.
A serious AI builder can burn $1,500 to $3,000 a month renting A100s and H100s for client work, fine-tunes, agents and 70B models.
He basically moved that bill from the cloud into hardware he owns.
4 Nvidia boxes. 512GB unified memory. No hourly meter running in the background.
No rented GPUs eating the margin every time an agent runs too long.
The funny part is most people still think local AI means a slow laptop running a toy model.
Meanwhile guys like this are stacking compute at home.
Save this, local AI is turning into the new mining farm.
@sirronhale@DavidSacks Sorry to burst your bubble here, but this is intelligence. You can cross-check it by applying humans. Humans: automated instruction protocols that pattern recognition design layouts.
@LilysAI_@tetumemo@DamiDefi What are the advantages / disadvantages of setting this structure up all 5 natively in claude?
What are the advantages / disadvantages of setting this structure up all 5 natively in replit?
Really hope @Apple steps up their devices by creating an SLM and ask what would Steve do - simple!
Latest iphone is riddled with un-ergonomic design choices (buttons)
Latest IOS has hundreds of unresolved UI / UX bugs
Watch lasts 23 hrs when nuclear batteries last 50 years
!