Current AI Power Needs

21 Jan 2026 · 11 min · 4 chapters

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In short

Podcast Episode Notes: Current AI Power Needs

Episode Overview In this episode of AI Today, host Jaden Schaefer discusses the energy demands of artificial intelligence (AI) and the implications of the Trump administration's $15 billion proposal for tech companies to invest in power plants. The episode focuses on the current and future challenges of maintaining operational capacity for AI and data centers, addressing the increasing electricity requirements as the tech industry grows.

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Key Chapters

  • 00:00 AI's Power Hunger
  • 01:48 Trump Admin's Plan
  • 10:07 Energy Source Debate
  • 13:30 Accountability for Consumption

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Detailed Summary

Introduction

  • The episode highlights the growing energy demands of AI and data centers.
  • Tech companies are increasingly reliant on power to support AI models and data center operations.
  • The discussion revolves around a $15 billion investment proposal aimed at boosting power generation capacity.

The Trump Administration's Plan

  • The administration's initiative involves bipartisan support from governors in the Mid-Atlantic and Midwest.
  • The plan allows tech companies to bid on 15-year power contracts to support the construction of new power plants.
  • This approach aims to address the skyrocketing demand for electricity from data centers.

Rising Energy Costs and Consumer Impact

  • There is a concern that increased demand on the electrical grid is leading to higher costs for consumers.
  • Historical context from Schaefer's personal experience in Arizona illustrates the doubling of electricity costs due to increased demand.
  • The episode emphasizes that without adequate infrastructure, costs could continue to rise.

Alternative Power Solutions

  • Discussion on the need for renewable energy sources (solar, wind) versus stable power generation.
  • While renewables are crucial, they are intermittent and may not sufficiently power energy-intensive operations continuously.
  • The need for baseload power capacity is stressed to ensure reliable energy availability for data centers.

Accountability and Future Planning

  • The proposal includes making tech companies financially accountable for the energy they consume, thereby reducing the risk for consumers.
  • The evolving situation reflects increasing demand for energy and challenges in capacity planning within the PJM grid.
  • The episode argues for a proactive approach to energy infrastructure to keep pace with growing tech industry demands.

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Key Takeaways

  • Investment in Infrastructure: The necessity for significant investment in power generation to support the tech industry's energy needs.
  • Consumer Protection: The importance of aligning the responsibilities of tech companies with energy consumption to protect consumers from rising costs.
  • Diverse Energy Sources: A balanced energy strategy that includes multiple sources, including renewables and traditional baseload power, to ensure reliability.
  • Future Competitiveness: The urgency for the U.S. to enhance its power generation capabilities to remain competitive against countries like China.

Closing Thoughts

  • The episode underscores the need for a collaborative approach between the government and private sector to address the energy demands of the tech industry.
  • It highlights the critical nature of planning for future energy needs as data centers continue to proliferate.

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Links

  • AI Box: Access over 40 top AI models for $20/month at [AI Box](https://aibox.ai)
  • AI Chat YouTube Channel: [YouTube Channel](https://www.youtube.com/@JaedenSchafer)
  • AI Hustle Community: Join the community at [AI Hustle](https://www.skool.com/aihustle)

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Conclusion The episode provides a comprehensive overview of the intersection between AI technology and energy demands, emphasizing the urgent need for infrastructure development to support this burgeoning field. The discussion is pivotal for understanding the broader implications of technological growth on national energy policies.

Written by AI. May contain mistakes. Listen to the episode to check what was said.

Chapters

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Impact of Trump's Power Deal

1:12 to 2:30

Discussion on the Trump administration's deal to boost power generation for tech companies.

“So the Trump administration is joined by a group of governors in the mid-Atlantic and Midwest.”

Challenges of Current Power Demand

2:30 to 4:04

Exploration of the increasing demand for power and the strain on electrical grids.

“And of course, electrical demand from data centers is absolutely skyrocketing right now.”

The Future of Energy Generation

4:04 to 6:04

Analyzing the need for diverse energy sources and the role of traditional power.

“So with all of that going on, PJM and a lot of the power markets in the region have been under a lot of strain.”

Critiques of Tech Giants and Power Responsibility

6:04 to 8:13

Discussion on the responsibility of tech companies in managing power demands.

“So I think this is overall a good thing.”
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Transcript

Automatic transcript. May contain errors.

0:00Welcome to the podcast. I'm your host, Jaden Schaefer. Today on the show, we're going to be talking about the latest deal from the Trump administration in regards to having tech companies by 15 billion. dollars worth of power plants. Now, this is coming at a time when a lot of these big tech companies are needing more and more power to help fuel the compute for training all of their AI models and to power all of their data centers. So today on the show, I want to break down how this could shape some of America's power consumption and how this deal worth, you know, 15 billion dollars of power generation is going to affect the nation's electrical grid.

0:34And essentially, the you know, what's going to happen if we don't do this. This is interesting as America is now trying to stay competitive in this global AI race. There's a lot going on here. Before we get into the story, you probably pay for multiple subscriptions to get access to a lot of these different AI tools. It can definitely add up fast. I had a very similar problem, and so I built AIbox.ai. So for$20 a month, you get access to over 40 of the top AI models. I put them all into one platform. You get text, image, audio, everything you need all in one place. So you don't have to juggle tabs.

1:05You don't have to waste money on overlapping subscriptions. If you want to give it a try, there's a link in the description to AIbox.ai. All right, let's get into the story. So the Trump administration is joined by a group of governors in the mid-Atlantic and Midwest. I think it's kind of bipartisan group that's coming together on this, but they've all asked PJM interconnection. So this is the grid operator that serves about 65 million Americans. It's over about 13 different states and it is you know holding an quote-unquote emergency power auction to procure new generation capacity so the idea is that tech companies especially those that are building these huge data centers everywhere are going to bid on 15-year power contracts that could help underwrite the construction of a lot of new power plants essentially trying to keep pace with all of the surging electrical demands and personally as someone who has seen their electricity cost i when I was living in Arizona, literally double as a lot of new facilities, a lot of subsidies and government grants went out to a lot of these companies, building data centers, building chip fabs.

2:09And then of course, the electrical bill of everyone else goes up as those ones are subsidized. So in my opinion, this is a fantastic program. We need to build more power generation. This is something that's definitely, I think, on the top of everybody's mind in the industry. And how to do that is something that we're all discussing. This deal right here, I think could unlock up to about $15 billion in new generation capacity. And of course, electrical demand from data centers is absolutely skyrocketing right now. Utilities are really struggling to keep up because all of the new generation takes years, and it is a mass investment if you're going to build them.

2:43So right now, the grid really can't run on air, you know, it can't run on paperwork. So it needs actual concrete, physical plants, and it needs these things online. So there's a lot of different strategies that you know companies are using to try to make this a reality one from microsoft as they went to the decommissioned nuclear power plant on through my island and said hey if you guys can recommission this we give you a billion dollars to do that and then we'll make a contract to buy all of the power that comes out so we're seeing you know decommissioned nuclear power plants come back online or start getting retrofitted to come back online to generate electricity there's a lot of deals i mean we even see like there's a whole scandal with xai and i believe memphis where they had a big data center there and they literally just brought on like thousands of these portable diesel generators and turned them all on to power their whole facility because they couldn't get enough power from the grid so obviously this is a very acute problem for a lot of these things and um with all of this we need to start i think doing some you know better planning than just firing up a million generators um and i mean there's some you know there's some like good angles like the the three mile island nuclear generator but that's not going to be something that you know there's like a million of these decommissioned nuclear power plants all over the country that can be reactivated.

3:53There's a few of these little, you know, sort of side projects or a few of these sort of undiscovered areas that people can capitalize on. But for sustainable long term, America needs to be building a lot more energy consumption. So with all of that going on, PJM and a lot of the power markets in the region have been under a lot of strain. And so these capacity auctions in recent years, they had seen some record high prices. And I think there's real concern among regulators about the reliability as kind of load forecasts are continuing to just increase. So right now you have the Trump administration's plan, which is looking to help with reliability.

4:27It's trying to limit some consumer costs, increases, and also trying to spread the responsibility fairly. And essentially what they're doing is having the biggest demand drivers, which is tech companies building these data centers, help to bankroll the expansion of capacity. Now, I think this is something that the tech giants would do in one way or another on their own, if I'm being honest. I don't necessarily think you always need the government to step in. But perhaps in this in this way, they're just getting to the table now and trying to expedite the process of getting a lot of this power consumption built out.

4:57I'm sure there's going to be like arguments and you know, it's good or it's bad from both sides of like the political spectrum in the United States because it involves the Trump administration. So by default, it's going to be controversial. The thing that I think is not controversial at the end of the day is we need more power consumption. So anything that's going to expedite that process or pay for or get it done sooner is something that we desperately need. This isn't just for tech giants, but this is for average consumers. Like if you don't want your electrical costs to go up, we need more electrical capacity.

5:26And this is something that we are getting absolutely, you know, run over by in regards to China and the expansion of their electrical capacity. They're building way more than we are at a way faster rate. And so they're going to be able to build things cheaper and faster than us because of that if we don't try to keep up. So I think one positive way to think about this instead of just kind of leaving the expansion of the grid to guesswork, the government is signaling a really clear direction so the market can respond. Long term contracts bring a lot of certainty that private developers need to invest in big power projects.

5:58They also guarantee revenue, which can lower financial costs and can help accelerate the construction timeline for new generation. So I think this is overall a good thing. Something else that I know a lot of people like to talk about is a lot of these renewables, renewable, you know, electrical sources, solar, wind as kind of being the silver bullet. I think that they're really important for our energy future. But as far as what we're doing today, I think something that a lot of people like to talk about, a lot of the mainstream news does seem to gloss over, is the fact that solar and wind is intermittent.

6:29So they only generate when sun is shining or when the wind is blowing. Data centers and a lot of these really heavy industrial loads, they don't get to take, you know, any sort of breaks or clock out when the grid goes quiet at night. So they need a firm, dependable 24-7 electricity. Now, the solution in the past for that has been battery storage, and today is battery storage. This definitely helps, but it definitely is not a full replacement because batteries paired with solar can cover, you know, definitely a few hours of demand, but they are still limited for long duration loads. And something that I had an experience with when I was growing up, I sailed from California to the South Pacific on a sailboat, which we largely were powering by solar.

7:07And, you know, we would have times where we'd have a storm blow over for like four or five days of really cloudy. And our batteries were completely depleted. It was really scary because all of our like an autopilot navigation systems, all of our charts, like, you know, everything we're running on our ship was depending on these batteries in the solar, and it was all starting to glitch out and stopped working. And, you know, lucky for us, the storms passed, we've recharged our batteries, we moved on. But this has always kind of been something that's reminded me that while these are amazing, you know, options, we use solar panel for like a whole year on this ship.

7:39It's not always sustainable. You do need, I think, multiple facets, multiple types of energy to power this stuff. I think for I think for a lot of these kind of data centers, it's going to be the same thing when a weather event happens, or there's a really prolonged, you know, cloudy period, you still need very consistent solid energy. And so solar and wind can't keep up with that forever. So I think this is why right now the current administration is putting a push to include some traditional baseload capacity. And I think at the end of the day, the best option is multiple sources of energy production.

8:12okay so i think something else i've heard a lot of people critical on this is you know like there's a whole tech crunch article that's like you know asking why you'd make tech giants pay for the power that they might not use and like maybe this isn't what we need to do um i think if you kind of look at this there's there's a couple ways to look at this but really a lot of these companies are building massive facilities right all these data centers that they require continuous powerful electricity they aren't just occasional users like if you if you set up a data center it's not something that can just like, you know, use electricity every once in a while, like it's going to be sucking electricity and a lot of it for forever, basically.

8:49So whether you're trying to power an AI training cluster or cloud service, critical internet infrastructure, they're depending on power, basically like a factory does. And it's very constant and consistent. So when data centers connect to the grid, and they haven't really ensured, you know, that there is enough power in future generation, it transfers the risk onto rate payers and families. So electrical costs have already been rising in the JPM region. I think that's why we're kind of looking at it and addressing it there specifically right now. I think in part of this is because the capacity markets are being stressed by demand growth.

9:21There's a lot of demand. I personally have seen this. The electrical costs from when I first purchased a house in Arizona has doubled. I was just looking over my finances and looking at like the last five years of finances and today versus like four years ago, my electrical costs have doubled. I know maybe people could say like, maybe I'm using double as much electricity. I'm not. It's the exact same. It's the same AC unit. It's the same house. Everything's exact same. The electric costs have just literally doubled. So I think we're definitely seeing this. I think by having these companies, you know, contract for new capacity, it kind of better aligns responsibility with the demand like they are using this.

9:58And I think that this is why it's important to get them to start paying for this, in my personal opinion. I also say it's worth noting that JPM hasn't been fully on board with this whole idea yet. So it seems more like the Trump administration and a lot of these bipartisan governors are kind of pushing this on them. They are reviewing the proposal and they're working through some competing stakeholder interests. I think that's exactly how this probably should work. Greater operators and private companies negotiating in kind of a market framework rather than having this all imposed on them. But I do think that the administration's move has already kind of shifted the conversation in a really meaningful way.

10:32I think it sparked a really serious debate about how we plan energy infrastructure. Right now, there is so much compute demand. And there's a lot of companies that just keep pulling out these data centers. And it feels like there's not always the capacity and a plan built out to power them once that happens. Thank you so much for tuning into the podcast today. If you enjoyed the episode, make sure to leave us a rating and review wherever you get your podcasts. It helps to show out a ton to be found by more incredible people like yourself. And as always, if you want to go check out AIbox.ai. You can get access to over 40 of the top AI models all in one place for 20 bucks a month.

11:07I'll leave a link in the description. Have a great rest of your day.

From the publisher
In this episode, we address the contemporary energy demands of AI and the Trump administration's $15 billion proposal for tech companies to invest in power plants. We analyze the immediate and future challenges of maintaining AI's operational capacity.


Chapters
00:00 AI's Power Hunger
01:48 Trump Admin's Plan
10:07 Energy Source Debate
13:30 Accountability for Consumption

In this episode, we explore the Trump administration's proposal for tech companies to invest $15 billion in power plants to meet the surging electricity demands of AI and data centers. We also discuss its potential impact on America's power grid, consumer costs, and the national effort to remain competitive in the global AI race.


Chapters
00:00 $15 Billion Power Plant Deal
01:48 PJM Grid Operator & Energy Needs
04:44 Alternative Power Solutions
06:45 The Trump Administration's Plan
10:05 Renewables vs. Consistent Power
13:33 Addressing Critiques and Future

Links

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