Haley Wang

[Haley Wang @HaleyWatermelen]

Everyone talks about GPU depreciation.

But here’s the funny part: AI compute hasn’t exactly become cheap. 😄

Billions keep flowing into GPUs, AI factories and data centers. And now we’re moving into the next phase:

One AI agent for every person.
Muse. Dots. Whatever comes next.

Then comes Physical AI — robots, autonomous machines, smart factories and millions of intelligent devices interacting with models in real time.

So here’s a simple question:

If compute keeps growing, who moves all that data?

GPUs get the headlines.
Networks do the work.

That’s why we remain very bullish on high-performance networking — especially NVIDIA / Mellanox.

At YOSHI Network, we supply Mellanox NICs across generations:

ConnectX-4
ConnectX-5
ConnectX-6
ConnectX-7
…and plenty of those “old, discontinued, impossible-to-find” models that somehow become VERY valuable the moment your production server needs one. 😉

New generation? We source it.

Legacy infrastructure? We understand it.

EOL Mellanox card that your purchasing team has searched for everywhere?

Now you’re speaking our language.

Because in the AI era, the newest hardware isn’t always the most valuable hardware.

Sometimes the most valuable card is simply:

the exact one your system needs,
available today.

From the 🇺🇸 US to 🇸🇬 Singapore, 🇯🇵 Japan, 🇫🇷 France and beyond, we help data centers, server companies, integrators and infrastructure teams source hard-to-find Mellanox networking hardware.

AI may be virtual.

But the packets still need somewhere to go. 😉

Mellanox X4 / X5 / X6 / X7 — old or new, bring us the P/N.

🌐 https://t.co/DpkgH6MAj2

#Mellanox #NVIDIA #ConnectX #AIInfrastructure #DataCenter #Networking #PhysicalAI #AIAgents #HPC

[Haley Wang @HaleyWatermelen]

@DesWhaDesU @geekbb 然后亲戚充短剧的钱比你订codex花的还多🤣