Dharma Rajah

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Dharma Rajah

Dharma Rajah

@dharmu99

President & CEO at Epitome Development

Houston, TX انضم Ekim 2009
496 يتبع118 المتابعون
Dharma Rajah أُعيد تغريده
Meg McNulty
Meg McNulty@meggmcnulty·
For decades, data center racks have been powered by three-phase AC, the same kind of power that runs industrial machinery. NVIDIA's next AI rack uses 800-volt DC instead, the same standard NVIDIA itself credits to the electric vehicle and solar industries. The change re-architects how electricity moves from the grid to the GPU, and three things at the silicon level had to happen first. 1️⃣ Doubling the voltage halves the current for the same power delivered, which cuts resistive losses in copper by roughly 75 percent. NVIDIA's design partners estimate copper thickness can drop by up to 45 percent across the rack. A 1MW rack needs up to 200kg of copper busbars at the legacy 54-volt distribution standard. A single 1GW data center built that way would need up to 200,000kg of copper for rack busbars alone, per NVIDIA's own technical blog. 2️⃣ The power semiconductors needed to convert 800 VDC efficiently at the rack level matured only in the last few years. Silicon carbide handles the high-voltage front-end conversion from medium-voltage utility AC down to 800 VDC. Gallium nitride handles the high-frequency stepdown from 800V to intermediate buses (50V, 12V, or 6V) feeding the GPU. Both are wide-bandgap technologies. SiC scaled because of the EV industry, where Porsche, Hyundai, Kia, and BYD have built the 800V powertrain supply chain over the last five years. GaN scaled on the back of consumer fast-charging and is now being adapted for AI infrastructure. 3️⃣ AC-to-DC conversion moves out of the IT rack entirely. In a current GB200 NVL72 or GB300 NVL72, up to eight power shelves sit inside the rack converting AC to DC. At MW scale on the same standard, those shelves would consume up to 64U of rack space, leaving no room for compute. In the 800 VDC architecture, conversion happens once at a dedicated power shelf upstream, and the IT rack receives DC directly. NVIDIA estimates this delivers up to 5 percent end-to-end efficiency improvement and up to 70 percent reduction in PSU-related maintenance costs. Power semiconductor content per rack grows substantially across this transition. SiC and GaN suppliers, high-voltage busbar and connector vendors, and rack-level DC-DC converter makers gain share. The legacy low-voltage and multi-stage AC conversion stack loses share. Most colocation facilities today operate at 10 to 30 kW per rack. The 600kW Rubin Ultra rack is more than an order of magnitude above that. The math operators are working on for 2027 deployments is whether their existing PDUs, busways, and rack power shelves are even compatible with the new spec.
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Dharma Rajah
Dharma Rajah@dharmu99·
We called it — now confirmed by @elonmusk. Tesla & Samsung's $16.5B AI chip deal is landing in Taylor, TX. At @EpitomeDev, we’ve secured key parcels next to Samsung’s fab—ready to power the next wave of AI: robotaxis, data centers & more. Taylor is rising. Let’s build it.
Elon Musk@elonmusk

Samsung’s giant new Texas fab will be dedicated to making Tesla’s next-generation AI6 chip. The strategic importance of this is hard to overstate. Samsung currently makes AI4. TSMC will make AI5, which just finished design, initially in Taiwan and then Arizona.

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Nick Huber
Nick Huber@sweatystartup·
Pro tip: Never marry somebody who likes to go to the beach and lay in the sun. This is the most idiotic behavior on earth. Your spouse will look 60 when they turn 40. People will think you are the kid and they are your parent in public.
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Chamath Palihapitiya
Chamath Palihapitiya@chamath·
You can’t make this up: 1) Byju’s raises billions from every name brand investor you can think of and becomes valued at more than $20B to disrupt the education system - first in India - and now globally 2) They use the money to go on an M&A spree - a hard strategy for any company to do well let alone a fast growth tech company 3) In June their auditors quit and three board members resign 4) A creditor sues them to get $1.2B back 5) Now it turns out they may have transferred $533M to a hedge fund run by a 23 yo whose 2020 SEC filings listed an IHOP in Miami as their office address bloomberg.com/news/articles/…
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Naval
Naval@naval·
The biggest near-term question in AI: Will open-source LLMs with decentralized training be competitive with closed-source and centralized LLMs?
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David Sacks
David Sacks@DavidSacks·
This rate hike feels like the calm before the storm.
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Elon Musk
Elon Musk@elonmusk·
If other party is always wrong And your party is always right You are at least partly wrong
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@jason
@jason@Jason·
BREAKING: "Depositors will have access to all of their money starting Monday, March 13. No losses associated with the resolution of Silicon Valley Bank will be borne by the taxpayer."
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Dharma Rajah
Dharma Rajah@dharmu99·
@ParikPatelCFA Dude, ur the first account that should have been purged when EM took over.
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Dr. Parik Patel, BA, CFA, ACCA Esq.
Just took out 7 mortgages from Silicon Valley Bank. There is a good chance they go bankrupt and I don’t have to pay it back. Be greedy when others are fearful.
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Elon Musk
Elon Musk@elonmusk·
@MedvedevRussiaE Those are definitely the most absurd predictions I’ve ever heard, while also showing astonishing lack of awareness of the progress of artificial intelligence and sustainable energy.
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Dmitry Medvedev
Dmitry Medvedev@MedvedevRussiaE·
On the New Year’s Eve, everybody’s into making predictions Many come up with futuristic hypotheses, as if competing to single out the wildest, and even the most absurd ones. Here’s our humble contribution. What can happen in 2023:
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Satoshi Flipper
Satoshi Flipper@SatoshiFlipper·
So I still want to build a site where sellers can list a house for sale, buyers can pay in crypto & the entire sale can be executed in 1 click. We're going to need Web3 devs to build a smart contract prototype w/ all our biz rules - is it something I can do for $500k? thoughts?
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Dharma Rajah
Dharma Rajah@dharmu99·
@elonmusk @wholemars How do I subscribe to this? I already have the FSD on my MX Plaid. Doesn’t show an option to activate Beta FSD
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Elon Musk
Elon Musk@elonmusk·
@wholemars >95% of people still have no idea this is here
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Dan Go
Dan Go@CoachDanGo·
A 40 year old man can feel better than he did in his 20's if he did the right things.
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Elon Musk
Elon Musk@elonmusk·
We’re double-checking some facts, so probably start live tweeting in about 40 mins
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Elon Musk
Elon Musk@elonmusk·
What really happened with the Hunter Biden story suppression by Twitter will be published on Twitter at 5pm ET!
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Dharma Rajah
Dharma Rajah@dharmu99·
@naval Pls share some good reads / listens on game theory.
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Naval
Naval@naval·
Unfortunately, the game theory of nuclear brinkmanship favors the player that needs the win more.
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Dharma Rajah
Dharma Rajah@dharmu99·
@ParikPatelCFA I think ur account is the first BOT that needs clean up when Elon takes over. But he’s not and so u continue. Bots rule this platform.
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Dr. Parik Patel, BA, CFA, ACCA Esq.
There is a huge opportunity for AirBnB to acquire large buildings in key cities and include cleaning and hospitality as part of the nightly fee
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