🧵 The AI Data Center Scam 🚨
Big Tech says we need 100+ new massive data centers for AI.
The truth? We need ~2x current capacity, but they're building 100x.
Here's the breakdown: 🧵
7️⃣ The bottom line:
"AI requires massive data centers" = Marketing
Reality: Modern tech can do 10x more with 1/10th the footprint.
They're building inefficiency into the system because waste is profitable.
Don't fall for it. 💡
McKinsey: AI Inference vs Training workload split
EIA: US Data Center Energy Consumption Statistics
Spheron Blog: Groq LPU Efficiency Analysis
Equipment World: Data Center Construction Boom 2026
Tech Insider: US AI Data Center Capacity Analysis
ValueAdd VC: AI Buildout Tracker $690B investment map
🧵 The AI Data Center Scam 🚨
Big Tech says we need 100+ new massive data centers for AI.
The truth? We need ~2x current capacity, but they're building 100x.
Here's the breakdown: 🧵
5️⃣ Notice something?
Only the US is doing this.
- China: Specialized chips
- EU: Optimization focus
- US: Build everything 10x bigger
It's not about AI needs. It's about profit.
6️⃣ What we ACTUALLY need:
✓ Specialized AI chips (Groq, Cerebras)
✓ Software optimization
✓ Better cooling systems
✓ High utilization rates
✓ Local/edge deployment
Not 100 new data centers. 🚫
🧵 The AI Data Center Scam 🚨
Big Tech says we need 100+ new massive data centers for AI.
The truth? We need ~2x current capacity, but they're building 100x.
Here's the breakdown: 🧵
3️⃣ Example:
Traditional: $30M, 1000 GPUs, 10MW power
Optimized: $3M, 100 specialized chips, 1MW power
SAME performance, 1/10th the cost.
Why aren't they using this? Because it's less profitable.
🧵 The AI Data Center Scam 🚨
Big Tech says we need 100+ new massive data centers for AI.
The truth? We need ~2x current capacity, but they're building 100x.
Here's the breakdown: 🧵
2️⃣ Real AI compute growth: 10-20x
But current systems waste 10x more resources than necessary:
- Old tech (general GPUs vs specialized chips)
- Poor software optimization
- Terrible utilization rates (20-30%)
Math: 10-20x need ÷ 10x waste = 1-2x current capacity
The video of this is genuinely unsettling.
He literally appears to have no idea what the journalist is talking about when she mentions January 6—even when she clarifies that she is talking about 2021 and about the rioters at the Capitol that day.
He looks at her blankly. Scary.
I'm voting with Allies Against AIPAC. One voter rarely changes an election, but a few hundred can. Join me and get voting recommendations before the next election:
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The president of the United States had his DOJ raid the Fulton County election office and seized ballots. This is clearly a dry run for 2026. Yet, this is treated by too many in legacy media as normal.
I founded Democracy Docket in 2020 because you deserve better. Subscribe now. hubs.ly/Q03M8rql0
BREAKING: Massive Crowds of Anti-ICE protesters in Minneapolis, Minnesota as we speak. The tide is turning. America is Fed Up.
Americans should be fighting back against what is happening in this country. Having masked, secret police shooting people, breaking into homes and cars, is NOT normal.
Kristi Noem, while governor of South Dakota, supplemented her roughly $130,000 salary by secretly accepting $80,000 donated to a political nonprofit she was affiliated with, records show.
She never disclosed this income on federal ethics forms.
(Published June 2025)
A woman recording an ICE agent tells him "Shame on you."
The agent responds, "Have you all not learned from the past couple of days?"
"Learned what?" she asks
Then he knocks her phone out of her hand
A Black man was killed by ICE (off duty) in Los Angeles on New Year’s Eve. And like Renée Good, he was an American citizen. But most people have not heard about Keith Porter.
I need y’all to realize this. Black people experience this lack of visibility all the time when it comes to being victims.
This is an ICE agent in Minnesota taking a BOUND woman into a Porta Potty, busting his ass on the way, which surely enraged him, while his partner sat guard. Where is this poor woman now and is she safe?
PS. It’s not trans people women need to worry about in a bathroom.
Keep your cameras rolling.
This is stunning. Listen to this in Philadelphia.
Thousands singing “Hey-Oh, we won’t be silent while our friends are gunned down.”
Really listen to it.
Tennessee! 🎉
Today's your time to shine by electing
💙Aftyn Behn💙
Polls are open 7am-7pm!
Do it!
Let's send her to Congress! 🗽💙🫂
#VoteBlue#SheShed#DefendersofDemocracy
We stand with these veterans and national security leaders urging our troops to uphold the Constitution over unlawful orders.
🇺🇸Jason Crow
🇺🇸Chris Deluzio
🇺🇸Maggie Goodlander
🇺🇸Chrissy Houlahan
🇺🇸 Mark Kelly
🇺🇸 Elissa Slotkin
This is what courage looks like.
A free and democratic society cannot silence comedians because the President doesn’t like what they say.
This is an attack on free speech and cannot be allowed to stand.
All elected officials need to speak up and push back on this undemocratic act.
We endorse Mamdani, vote for that guy and any other politicians running his platform or similar US wide. Why? It's a step closer to the radical change needed in the United States to create an effective opposition against radical regressiveness.
🚨 BREAKING:
Republicans are lashing out at the creators of this new ad.
They're TERRIFIED.
It must have struck a nerve. Maybe they don't like being outed as pedophile-protectors.
You know what to do: SPREAD THIS EVERYWHERE!
#ReleaseAllTheEpsteinFiles
My name is Graham Platner and I’m running for US Senate to defeat Susan Collins and topple the oligarchy that’s destroying our country.
I’m a veteran, oysterman, and working class Mainer who’s seen this state become unlivable for working people. And that makes me deeply angry.
Mainstream media refuse to show these protests out of deference to Trump.
So it is up to us to inform Americans.
Please repost & support DC’s residents.
They’re fighting for themselves & for the rest of us.
My name is Jonathan Nez. I’m the former President of the Navajo Nation.
Today, I am running for Congress to defeat MAGA Republican Eli Crane, flip Arizona’s 2nd blue, and take back the house.
Let’s win this.
Can you hit repost? Marjorie Taylor Greene doesn't want you to know the name of her opponent but will try every desperate attempt to save her seat.
My name is Shawn Harris. I am a Democrat, husband, father, Retired Brigadier General, farmer, and I'm running against MTG. Can you share and follow me?
We the left always assumed people to be basically good & decent. Now we have seen that is not the case for at least 1/3 of Americans and the entire orange monkey regime. So we are behind here. It’s time to form powerful militias of our own. In secret. Then, at a time known only to them, strike.