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"Power is probably the forever bottleneck": Grid delays threaten the AI race.
United States💻 TechnologyLean Progressive18 hr. ago

"Power is probably the forever bottleneck": Grid delays threaten the AI race.

The rapid development of artificial intelligence (AI) is facing significant challenges due to limitations in the U.S. electrical grid's ability to keep pace with growing demands. Goldman Sachs warns that energy bottlenecks could hinder the AI industry's progress, citing a projected 170% increase in global data center power demand between 2025 and 2030, with over 60% of that growth expected in the U.S. The report highlights that the U.S. currently has approximately 2,600 gigawatts of proposed power generation and storage projects waiting for grid connections, more than double the current installed capacity. However, many of these projects may not proceed due to lengthy permitting processes, which can take up to five years from application to commercial operation. This delay could lead to postponed financial returns and increased risks for companies investing heavily in AI infrastructure before securing reliable power sources. While the expansion of AI is driving substantial investment in utility sectors, with capital plans reaching $1.3 trillion between 2026 and 2030, slower deployment might also prevent overinvestment by allowing actual demand to align with spending.

Polls indicate that American voters increasingly associate Republicans with providing tax incentives to large technology firms, potentially impacting the November 3 midterms. According to a POLITICO Poll conducted by PF Global, nearly half of respondents, 47 percent, linked the GOP with offering tax breaks to tech companies, compared to 21 percent who associated Democrats with similar policies. This perception comes amid rising public concern over artificial intelligence and the expansion of data centers, which are central to the AI industry. Voters expressed a strong preference for candidates advocating against tax incentives for data centers, with about a fifth of respondents indicating that ending such incentives would be among their most important tax issues during the midterms. Conversely, only 10 percent supported offering new preferences for data centers. The top tax priorities for voters include increasing taxes on billionaires and reducing tax breaks for large corporations. Lawmakers from both parties have been responding to growing public concerns regarding AI and data centers. In Ohio, Senator Bernie Moreno (R) proposed a measure that would impose a 100% tax on any state or local incentive offered to AI data centers. Meanwhile, Democrats have taken a more aggressive stance on the issue. Former Senator Sherrod Brown has focused on data center incentives as he challenges Senator Jon Husted (R), highlighting deals that allegedly benefited wealthy tech companies at the expense of Ohio residents. Democrats have specifically targeted Meta, noting that the company has reduced its tax liability by billions of dollars in recent years as it expands its AI capabilities. They have also linked expanded tax breaks approved by Republicans in the 2025 tax cuts to increased data center construction. The GOP enacted incentives for companies across various industries as part of the 2025 tax cuts, but Big Tech has found these tax breaks particularly beneficial, contributing to a significant reduction in corporate tax payments as AI spending continues to rise. Democratic lawmakers with 2028 ambitions have proposed new taxes on AI companies, while others have introduced legislation aimed at preventing data centers from benefiting from incentives such as Opportunity Zones and bonus depreciation, which Republicans expanded in 2025. Senator Jon Ossoff (D-Ga.) recently criticized the 2025 tax bill, calling it a "data center tax scam" during a debate with his opponent, Rep. Mike Collins (R-Ga.). The current anti-AI sentiment may influence future legislative actions, although it remains unclear how much impact it will have in the coming months. A majority of respondents in the poll indicated that tech executives have been secretive about the potential risks of AI, with a plurality believing that the risks of AI development outweigh the benefits and that the government should strictly regulate the technology. Meanwhile, concerns about the U.S. electrical grid's ability to support the rapid growth of AI have emerged. Goldman Sachs warns that energy bottlenecks could hinder the AI race, citing a surge in global data center power demand projected to increase by 170% between 2025 and 2030, with over 60% of that growth occurring in the United States. The bank notes that power is likely to remain a persistent constraint, affecting financial returns and investment risks for companies relying on substantial power infrastructure. In Pennsylvania, Democrats are optimistic about flipping the state Senate, which could facilitate environmental reforms and stricter regulations on data centers. Governor Josh Shapiro may pose a challenge, however, as he holds significant influence over policy decisions. Republican campaign strategies have shifted slightly, with some acknowledging the vulnerability posed by the association with Big Tech. President Trump has attempted to counter concerns about AI-induced economic impacts by promoting a voluntary Ratepayer Protection Pledge, ensuring that new AI server farms would not raise utility bills. However, his rhetoric has often dismissed fears of an AI-induced apocalypse as a hoax. As the midterms approach, the political landscape appears increasingly challenging for Republicans, with Democrats gaining momentum and focusing on issues related to Big Tech, data centers, and AI regulation. The effectiveness of these strategies remains uncertain, but the shifting perceptions and growing public scrutiny of the GOP's alignment with Big Tech could shape the outcome of the upcoming elections.

How this report was made. Objective News wrote this report from 10 source articles, using AI-assisted synthesis under our methodology. It is our own text, not a copy of any single outlet. Read our methodology.

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13 reports

Mother Jones logoMother JonesIndependentProgressiveFactual 90Objective 856 days ago
Voters Near Data Centers Are Ditching the GOP in Droves

A new YouGov/Economist survey indicates that voters living near data centers are increasingly favoring Democrats over Republicans, with support for the Democratic Party rising from 54% to 61% since May. Nationally, the shift toward Democratic voting has been smaller, increasing from 53% to 55%. Rapid expansion of hyperscale data centers, often built without meaningful community input, has sparked widespread opposition, particularly in rural and suburban areas. These facilities require large amounts of space, energy, and water while offering limited employment opportunities and causing environmental concerns such as noise and pollution. Local governments face protests against data center developments, with over 300,000 people organized through opposition groups. Despite some Republican candidates expressing skepticism about data centers, the GOP has struggled to present a unified stance on the issue, potentially influencing upcoming midterm elections.

Bias read (Progressive): The article highlights a growing Democratic advantage among voters near data centers, frames the issue as a quality-of-life concern affecting Republican-leaning regions, and notes the lack of coherent GOP messaging on the matter. The emphasis on Democratic gains and criticism of Republican inaction,

Why factuality (90): The article cites a YouGov/Economist survey showing an increase in Democratic support among those living near data centers, which aligns with the cross-source consensus. The details about data center impacts such as noise and pollution are generally supported by other reports. However, the exact num

Why objectivity (85): The article presents the information in a largely neutral manner, though it does include some emotionally charged descriptions like 'belch black smoke into the air' and frames data centers as undesirable. It also includes a call to action encouraging readers to sign up for Mother Jones, which slight

Semafor logoSemaforIndependentCenterFactual 80Objective 705 days ago
The AI boom's next bottleneck is money, not chips

The article discusses the evolving challenges facing the AI industry, shifting from technical bottlenecks such as chips and power to financial constraints. Despite high-profile developments like Anthropic's potential $1 trillion IPO and rapid expansion of data centers, concerns are growing among lenders and financiers about the sustainability of current investments. Financial leaders warn of impending 'shortages of capital,' citing rising risks and tighter lending conditions. Examples include the difficulty in securing favorable terms for projects like Volta’s Norwegian data center and the increased cost of insuring against defaults by companies like SpaceX. While optimism persists in equity markets, the article draws parallels to historical financial bubbles, suggesting caution is warranted.

Bias read (Center): The article provides a balanced overview of the financial challenges facing the AI sector without overtly favoring any particular viewpoint. It cites warnings from financial institutions and highlights both the continued growth in AI investment and the emerging risks, presenting multiple examples of

Why factuality (80): The article accurately reflects the shift in bottlenecks from hardware to capital, citing a Singapore bank CEO and unnamed financiers. It provides concrete examples like Volta’s data center and CoreWeave’s bonds, aligning with the broader consensus on financial strain in the AI sector. Some details

Why objectivity (70): The piece maintains a relatively neutral stance, presenting both the growth of the AI industry and the emerging financial challenges. However, it uses phrases like 'Yikes' and quotes Elon Musk, which may subtly favor certain perspectives. The tone remains mostly objective but occasionally leans towa

Democracy Now! logoDemocracy Now!IndependentProgressiveFactual 60Objective 555 days ago
"Hyperscale": Paris Marx on Excess of Big Tech Data Empires & His Critique of Bernie Sanders' AI Bill

In an interview with Democracy Now!, tech journalist Paris Marx discusses his new book 'Hyperscale: The Ambition and Excess of Big Tech's Data Empires.' Marx critiques the environmental impact of large-scale AI development by major technology firms, noting that companies previously committed to climate goals have abandoned those targets to prioritize generative AI and data center expansion. He highlights how some AI companies have resorted to constructing on-site gas plants due to difficulties connecting to existing electrical grids, thereby increasing reliance on fossil fuels. Marx argues that claims about AI potentially becoming so advanced that it might pose existential risks to humanity are more science fiction than reality, suggesting such narratives serve to divert attention from the tangible negative effects of current AI technologies.

Bias read (Progressive): The article presents a critical perspective on the environmental and societal impacts of big tech companies, particularly focusing on their shift away from climate commitments towards AI development. It frames concerns around AI's potential dangers as speculative and used as a distraction from real,

Why factuality (60): The article focuses on the political and social implications of data centers, particularly in northern Virginia, and critiques of AI regulation. However, it lacks sufficient detail on the specific event being discussed, relying heavily on the interviewee’s perspective without independent verificatio

Why objectivity (55): The tone is clearly critical of Big Tech and highlights environmental and regulatory issues. It frames the debate around data centers as a political struggle, which introduces a clear ideological bias. The article does not present opposing viewpoints or balance the narrative effectively.

The New York Times (US) logoThe New York Times (US)Independent🔒CenterFactual: no official source document/info detectedObjective 95yesterday
Republicans Barely Mention Trump in Political Ads Ahead of the Midterms

A recent analysis by The New York Times found that a minimal number of Republican political advertisements ahead of the midterm elections explicitly mention former President Donald J. Trump. This suggests that the party is largely avoiding direct references to him in their campaign messaging. The findings indicate a strategic choice by GOP candidates to focus on other issues rather than centering their campaigns around Trump's influence. The analysis highlights a potential shift in campaign strategy as the midterms approach.

Bias read (Center): The article presents a factual observation based on an analysis of ad data without overtly favoring any side. It does not include explicit endorsements, biased language, or one-sided sourcing. The content remains neutral in tone and focuses on the observed trend rather than taking a stance on the G.

Why factuality: no official source document/info detected

Why objectivity (95): The article is highly objective, presenting the data without editorializing or taking a stance. It simply reports the findings of the analysis without adding personal opinion or emotional language.

Politico logoPoliticoIndependentCenterFactual: no official source document/info detectedObjective 9018 hr. ago
Poll: Voters see Republicans as the party of Big Tech tax breaks

A recent POLITICO Poll indicates that American voters increasingly associate Republicans with providing tax incentives to Big Tech companies, especially as concerns grow around artificial intelligence and data center expansion. Nearly half of respondents (47%) linked Republicans to offering tech tax breaks, compared to just 21% for Democrats. The poll highlights that voters prioritize ending these tax incentives for data centers, with about 20% considering it a top tax issue ahead of the November midterm elections. Both Democratic and Republican-led states have introduced measures to limit such incentives, though Democrats have been more vocal in criticizing them. For example, former Senator Sherrod Brown has focused on opposing deals that benefited tech firms, while Senator Jon Ossoff has criticized the 2025 tax cuts that expanded benefits for corporations, including Big Tech.

Bias read (Center): The article presents polling data and quotes from both Democratic and Republican figures, highlighting bipartisan efforts to address concerns about tax incentives for Big Tech. It does not favor one side but rather outlines the positions of both parties and includes perspectives from multiple actors

Why factuality: no official source document/info detected

Why objectivity (90): The article maintains a high level of objectivity by presenting poll results and legislative actions without taking sides. It reports on public sentiment and political strategies without injecting personal bias or emotional language.

Axios logoAxiosIndependentCenterFactual: no official source document/info detectedObjective 90yesterday
"Power is probably the forever bottleneck": Grid delays threaten the AI race.

The rapid development of artificial intelligence (AI) is facing significant challenges due to limitations in the U.S. electrical grid's ability to keep pace with growing demands. Goldman Sachs warns that energy bottlenecks could hinder the AI industry's progress, citing a projected 170% increase in global data center power demand between 2025 and 2030, with over 60% of that growth expected in the U.S. The report highlights that the U.S. currently has approximately 2,600 gigawatts of proposed power generation and storage projects waiting for grid connections, more than double the current installed capacity. However, many of these projects may not proceed due to lengthy permitting processes, which can take up to five years from application to commercial operation. This delay could lead to postponed financial returns and increased risks for companies investing heavily in AI infrastructure before securing reliable power sources. While the expansion of AI is driving substantial investment in utility sectors, with capital plans reaching $1.3 trillion between 2026 and 2030, slower deployment might also prevent overinvestment by allowing actual demand to align with spending.

Bias read (Center): The article discusses technological and infrastructural challenges related to AI development and does not present any overtly political stance or biased framing. It focuses on economic and technical factors affecting the AI industry without emphasizing political implications or taking sides in any争议

Why factuality: no official source document/info detected

Why objectivity (90): The article presents facts objectively, avoiding overt bias or emotional language. It explains the situation without favoring one perspective over another, maintaining a balanced tone throughout.

RealClearPolitics logoRealClearPoliticsIndependentProgressiveFactual: no official source document/info detectedObjective 8523 hr. ago
Midterm Deja Vu Should Make Republicans Very Worried

The article discusses concerns among Republicans regarding the current political climate, drawing parallels to the situation before the 2018 midterm elections. At that time, Republicans faced challenges such as an unpopular president, a largely forgotten tax cut bill, and trailing in the polls against Democrats. The article suggests that the current circumstances are even more dire for Republicans, implying potential difficulties in upcoming elections.

Bias read (Progressive): The article implies that the current situation for Republicans is worse than it was prior to the 2018 midterms, which resulted in Democratic gains. This framing highlights Republican vulnerabilities and suggests a negative outlook for them, aligning with a left-leaning perspective by emphasizing the

Why factuality: no official source document/info detected

Why objectivity (85): The article uses emotionally charged language like 'should make Republicans very worried' and frames the situation as dire without providing nuanced analysis. However, it remains relatively neutral in not explicitly taking sides beyond presenting the concern.

RealClearPolitics logoRealClearPoliticsIndependentProgressiveFactual: no official source document/info detectedObjective 82yesterday
GOP's Midterm Deja Vu Should Make Them Very Worried

The article discusses concerns within the Republican Party regarding their current political situation, drawing parallels to the challenges they faced before the 2018 midterm elections. At that time, Republicans dealt with an unpopular president, a largely overlooked tax cut bill, and trailing poll numbers against Democrats. The article suggests that the current circumstances are even more dire for the GOP, implying potential difficulties in upcoming elections.

Bias read (Progressive): The article implies that the current situation for Republicans is worse than it was prior to the 2018 midterms, which had negative outcomes for them. This framing highlights Democratic strength and Republican vulnerabilities without providing balanced counterpoints or neutral analysis, suggesting a左

Why factuality: no official source document/info detected

Why objectivity (82): The article uses similar phrasing to the first one, such as 'should make them very worried,' which suggests a somewhat alarmist tone. However, it avoids explicit bias and remains focused on presenting the concern without taking a clear stance.

Inside Climate News logoInside Climate NewsIndependentCenterFactual: no official source document/info detectedObjective 80yesterday
With a Trifecta, Pennsylvania Democrats Would Pass Energy Reforms and Rein in Data Centers

The article discusses the potential for Pennsylvania Democrats to achieve a 'trifecta', control of both legislative chambers and the governor's office, which would enable them to advance energy reforms and regulate data centers. The piece notes that it has been over 30 years since Democrats last held such a majority in the state, and Governor Josh Shapiro, along with party leaders, is hopeful that this opportunity might arise following upcoming elections.

Bias read (Center): The article presents a balanced view of the political situation in Pennsylvania, discussing the potential for Democratic control without overtly favoring any side. It mentions the possibility of environmental action and regulation of data centers but does not take a clear stance on these issues or批判

Why factuality: no official source document/info detected

Why objectivity (80): The article leans slightly towards Democratic perspectives by emphasizing the potential benefits of a blue wave, though it does acknowledge Governor Josh Shapiro as a potential obstacle. This slight tilt reduces its overall neutrality.

The Atlantic logoThe AtlanticIndependent🔒CenterFactual: no official source document/info detectedObjective 802 days ago
Democrats’ Sudden Revulsion Toward Big Tech

In the 2022 midterm elections, Democratic candidates began aggressively criticizing 'Big Tech' in their campaign messaging, portraying companies like data centers and AI developers as threats to consumers, the environment, and rural communities. This shift contrasts sharply with previous Democratic support for technological progress, exemplified by figures like Al Gore and Barack Obama. Democratic strategists believe this newfound focus on regulating Big Tech could sway some Trump voters away from Republicans. Meanwhile, Republican leaders acknowledge this emerging vulnerability and have taken initial steps to counter it, such as proposing voluntary pledges to protect consumers from rising utility bills caused by AI infrastructure.

Bias read (Center): The article presents both Democratic and Republican perspectives on the evolving political stance towards Big Tech, without overtly favoring one side. It provides historical context and quotes from both parties, offering a balanced view of the situation without biased language or selective sourcing.

Why factuality: no official source document/info detected

Why objectivity (80): While the article presents facts objectively, it emphasizes the shift in Democratic strategy toward criticizing Big Tech, which gives it a subtle lean toward Democratic perspectives. It remains mostly neutral but shows a preference for highlighting Democratic actions.

RealClearPolitics logoRealClearPoliticsIndependentCenterFactual: no official source document/info detectedObjective 804 days ago
Midterms Look Good for Dems, But That's Not a Guarantee

The article discusses the current political landscape ahead of the midterm elections in the United States, noting that while Democrats appear to be gaining momentum and taking a more aggressive stance as Republicans consolidate their positions, this does not necessarily guarantee electoral success. The author cautions against overreliance on polling data, emphasizing that many closely contested races fall within the margin of error, making accurate predictions difficult.

Bias read (Center): The article presents a balanced perspective by acknowledging both Democratic gains and the limitations of polling accuracy. It avoids overtly favoring either party and highlights the uncertainty surrounding the midterms without taking a clear ideological stance.

Why factuality: no official source document/info detected

Why objectivity (80): The tone remains neutral overall, acknowledging both Democratic momentum and Republican challenges. It avoids overtly favoring either side while emphasizing the unpredictability of the outcome.

RealClearPolitics logoRealClearPoliticsIndependentCenterFactual: no official source document/info detectedObjective 75yesterday
Can Republicans Hold On in Ohio?

This article discusses the potential outcome of the upcoming midterm elections in Ohio, focusing on whether Republican candidates can maintain their hold on power. It highlights the significance of the working-class vote in shaping the election results and suggests that this group's preferences could influence the overall political landscape in the state.

Bias read (Center): The article presents a general question about the political situation in Ohio without explicitly favoring either political side. It focuses on the potential impact of the working-class vote but does not provide specific information or commentary that would indicate a clear ideological leaning.

Why factuality: no official source document/info detected

Why objectivity (75): The article uses vague language like 'preparing to send a message' without clarifying what that message might be. This ambiguity and lack of specificity reduce its objectivity and neutrality.

Bloomberg News logoBloomberg NewsIndependent🔒ProgressiveFactual: no official source document/info detectedObjective 605 days ago
Short: Corruption Is Growing Liability for Republicans

Marc Short, formerly the Chief of Staff to Vice President Mike Pence, has expressed concerns that allegations of corruption within the Trump administration and involving the president's family are increasingly damaging to the Republican Party as midterm elections approach. Short suggests that Republicans require a more compelling message to energize their base and criticizes Trump's alignment with Russian President Vladimir Putin, particularly regarding Russian diesel imports, calling this approach 'economically senseless' and 'dead wrong.' These comments were made during an interview with Kailey Leinz on Bloomberg’s 'Balance of Power.'

Bias read (Progressive): The article presents Marc Short's criticism of the Trump administration's alleged corruption and his disapproval of Trump's pro-Russia stance, which aligns with a critical perspective often associated with left-leaning viewpoints. The framing emphasizes the negative impact of these actions on the共和党

Why factuality: no official source document/info detected

Why objectivity (60): The article presents Marc Short's views in a way that leans towards criticizing the Trump administration, which can be seen as introducing a bias. The tone is more critical of Trump's policies compared to a completely neutral presentation.

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