The Pollution Being Churned Out by AI Data Centers Is So Severe That It’s Almost Incomprehensible 78%

By Victor Tangermann83%

7/9/2026, 6:51:09 PM

BS Summary: This article contains 21 faulty reasoning types, including Appeal to Authority, Negativity Bias, and Framing Effect, with Biased Writer Voice as the most egregious example at 70% saturation with 324 hits. Analysis detected 2,117 faulty-reasoning hits from 463 analyzed words, generating a BS Score of 70.4% and a BS Rank of 78% (4,496 of 20,428 articles). This article is worse (more manipulative) than 78.00% of the article peer group.

The massive surge of fossil fuel-powered data centers cropping up across the country are emitting an enormous amount of pollution, a pulsing indication that we’re headed in the wrong direction in the midst of a climate crisis. 
The extent of the this polluting activity is confounding. 
As climate action group Floodlight found in a recent investigation spotted by Wired , Texas has become the epicenter of the United States’ current obsession with constructing AI data centers. 
Companies are exploiting regulatory loopholes as they construct new facilities powered by pollutant-spewing onsite gas plants. 
The rate of growth of this “shadow grid” of custom power plants, some of which are big enough to fuel entire cities, is so enormous that the only global entity installing more gigawatts of gas plants than Texas is China, according to environmental group Global Energy Monitor . 
On a national scale, scientists are still racing to wrap their heads around the environmental footprint of our new AI obsession. 
Cornell researchers found that at the current rate of AI growth, the burgeoning industry could represent 24 to 44 million metric tons of carbon dioxide emissions by 2030, the equivalent of adding five to ten million cars to US roadways. 
Meanwhile, ongoing projects like the one in Abilene, Texas, the starting point of president Donald Trump’s flagship $500 billion Stargate project, are obtaining environmental permits that are usually reserved for small businesses like gas stations or dry cleaners, as Wired reports. 
The project’s facilities feature a whopping 62 diesel backup generators, making it orders of magnitude bigger than smaller ventures that use just one or two. 
According to Floodlight, at least 38 data centers in Texas are using such regulatory loopholes to gain permits for onsite power sources, representing northward of 2,100 backup diesel generators, and yearly emissions of 2,500 tons of nitrogen oxides, which are highly toxic gases. 
One common tactic for operators in Texas, according to Floodlight, is to announce a small data center development that would come in under pollution thresholds, only to suddenly expand once established. 
Worse yet, for residents, it’s already likely too late to do anything against the data center expansion. 
“The only chance to stop something like this is to do it at the very, very, very beginning of the process  before the permit is issued  through the public participation process,” former Texas Commission on Environmental Quality (TCEQ) staffer James Doty told Wired . 
More on data center pollution: Amazon Is Spewing a Record Breaking Amount of Pollution to Power Its AI Data Centers 
The post The Pollution Being Churned Out by AI Data Centers Is So Severe That It’s Almost Incomprehensible appeared first on Futurism . 
Article reasoning-pattern comparisonThis article: 6.7%Victor Tangermann: 5.5%Futurism: 5.7%Confirmation Bias6.7%This article: 17.9%Victor Tangermann: 2.8%Futurism: 1.7%Anchoring Bias17.9%This article: 21.2%Victor Tangermann: 5.3%Futurism: 6.2%Availability Heuristic21.2%This article: 6.7%Victor Tangermann: 1.3%Futurism: 1.5%Representativeness Heuristic6.7%This article: 0.0%Victor Tangermann: 0.9%Futurism: 0.6%Hindsight Bias0.0%This article: 0.0%Victor Tangermann: 2.5%Futurism: 2.6%Overconfidence Bias0.0%This article: 44.7%Victor Tangermann: 11.2%Futurism: 11.4%Framing Effect44.7%This article: 3.7%Victor Tangermann: 1.9%Futurism: 1.2%Loss Aversion3.7%This article: 0.0%Victor Tangermann: 0.6%Futurism: 0.6%Status Quo Bias0.0%This article: 0.0%Victor Tangermann: 0.5%Futurism: 0.2%Sunk Cost Effect0.0%This article: 0.0%Victor Tangermann: 2.7%Futurism: 2.2%Optimism Bias0.0%This article: 19.7%Victor Tangermann: 5.7%Futurism: 4.2%Pessimism Bias19.7%This article: 56.4%Victor Tangermann: 22.4%Futurism: 22.3%Negativity Bias56.4%This article: 0.0%Victor Tangermann: 1.7%Futurism: 1.5%Self-Serving Bias0.0%This article: 0.0%Victor Tangermann: 0.5%Futurism: 1.1%Fundamental Attribution Error0.0%This article: 0.0%Victor Tangermann: 0.1%Futurism: 0.1%Actor-Observer Bias0.0%This article: 0.0%Victor Tangermann: 0.2%Futurism: 0.6%In-Group Bias0.0%This article: 0.0%Victor Tangermann: 0.4%Futurism: 0.3%Out-Group Homogeneity Bias0.0%This article: 0.0%Victor Tangermann: 0.9%Futurism: 1.2%Halo Effect0.0%This article: 0.0%Victor Tangermann: 0.6%Futurism: 0.7%Horn Effect0.0%This article: 0.0%Victor Tangermann: 0.0%Futurism: 0.1%Dunning-Kruger Effect0.0%This article: 8.9%Victor Tangermann: 2.2%Futurism: 2.2%Recency Bias8.9%This article: 0.0%Victor Tangermann: 0.6%Futurism: 0.5%Primacy Effect0.0%This article: 0.0%Victor Tangermann: 0.1%Futurism: 0.1%Blind-Spot Bias0.0%This article: 0.0%Victor Tangermann: 1.8%Futurism: 1.3%Ad Hominem0.0%This article: 0.0%Victor Tangermann: 0.6%Futurism: 0.6%Straw Man0.0%This article: 64.8%Victor Tangermann: 8.1%Futurism: 7.0%Appeal to Authority64.8%This article: 13.6%Victor Tangermann: 2.6%Futurism: 2.5%False Dilemma13.6%This article: 0.0%Victor Tangermann: 3.1%Futurism: 2.6%Slippery Slope0.0%This article: 0.0%Victor Tangermann: 0.2%Futurism: 0.2%Circular Reasoning0.0%This article: 28.9%Victor Tangermann: 9.4%Futurism: 10.4%Hasty Generalization28.9%This article: 0.0%Victor Tangermann: 1.0%Futurism: 0.9%Red Herring0.0%This article: 0.0%Victor Tangermann: 0.9%Futurism: 1.2%Bandwagon0.0%This article: 19.2%Victor Tangermann: 8.8%Futurism: 9.3%Appeal to Emotion19.2%This article: 0.0%Victor Tangermann: 1.8%Futurism: 1.5%Begging the Question0.0%This article: 8.0%Victor Tangermann: 3.5%Futurism: 3.9%Post Hoc (False Cause)8.0%This article: 0.0%Victor Tangermann: 0.1%Futurism: 0.2%Tu Quoque0.0%This article: 0.0%Victor Tangermann: 0.8%Futurism: 1.0%Burden of Proof0.0%This article: 0.0%Victor Tangermann: 0.1%Futurism: 0.3%Appeal to Nature0.0%This article: 0.0%Victor Tangermann: 0.4%Futurism: 0.3%Composition/Division0.0%This article: 0.0%Victor Tangermann: 3.9%Futurism: 4.5%Anecdotal0.0%This article: 0.0%Victor Tangermann: 0.1%Futurism: 0.1%No True Scotsman0.0%This article: 10.8%Victor Tangermann: 3.0%Futurism: 2.7%Ambiguity (Equivocation)10.8%This article: 0.0%Victor Tangermann: 0.0%Futurism: 0.0%Gambler’s Fallacy0.0%This article: 8.6%Victor Tangermann: 0.3%Futurism: 0.2%Middle Ground8.6%This article: 0.0%Victor Tangermann: 0.2%Futurism: 0.1%Personal Incredulity0.0%This article: 0.0%Victor Tangermann: 0.2%Futurism: 0.2%Special Pleading0.0%This article: 0.0%Victor Tangermann: 0.1%Futurism: 0.3%Genetic Fallacy0.0%This article: 9.9%Victor Tangermann: 4.0%Futurism: 3.9%Unattributed Quote9.9%This article: 16.4%Victor Tangermann: 2.4%Futurism: 2.6%Quote-first Misdirection16.4%This article: 70.0%Victor Tangermann: 21.5%Futurism: 20.6%Biased Writer Voice70.0%This article: 8.2%Victor Tangermann: 1.3%Futurism: 2.1%Indoctrination8.2%This article: 0.0%Victor Tangermann: 2.4%Futurism: 2.2%Politically Left Leaning Bias0.0%This article: 0.0%Victor Tangermann: 0.6%Futurism: 0.3%Politically Right Leaning Bias0.0%This article: 13.0%Victor Tangermann: 1.2%Futurism: 1.6%Attempt to Sell a Product or S…13.0%

463 words analyzed.

Speakers

6speakers65%attributed speech161writer words
Voice mapSelect a segment to jump to its words
Writer's voice • 16 words • 100.0% coverageWriter's voice • 37 words • 100.0% coverageWriter's voice • 9 words • 100.0% coverageFloodlight • 30 words • 100.0% coverageWriter's voice • 16 words • 100.0% coverageGlobal Energy Monitor • 48 words • 100.0% coverageWriter's voice • 21 words • 100.0% coverageCornell • 40 words • 100.0% coverageWired • 41 words • 100.0% coverageWriter's voice • 25 words • 100.0% coverageFloodlight • 43 words • 100.0% coverageFloodlight • 31 words • 100.0% coverageWriter's voice • 17 words • 100.0% coverageJames Doty • 46 words • 100.0% coverageWriter's voice • 20 words • 100.0% coverageFuturism • 23 words • 0.0% coverage
Selected voice

Global Energy Monitor

100%flagged-word coverage
48 attributed words16% of attributed speech100% writer coverage
0%50.0%100.0%Biased Writer Voice+0.0 ptsWriter: 100.0%Global Energy Monitor: 100.0%100.0%Indoctrination-23.6 ptsWriter: 23.6%Global Energy Monitor: 0.0%0.0%Attempt to Sell a Product -12.4 ptsWriter: 12.4%Global Energy Monitor: 0.0%0.0%

Attribution is sentence-level. Pattern percentages are calculated only from words assigned to that voice.

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Analysis

Hover over highlighted words in the article to view the associated bias or fallacy analysis.