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Green Is the New Gray: When ESG Claims Meet Evidence

Greenwashing usually begins with a sentence that sounds harmless enough. “We reduced emissions.” “Our operations are greener.” “This product supports a sustainable future.” Very nice. Also very convenient. The problem is that none of these claims can be judged by grammatical confidence, public relations polish, or the warm glow of the word sustainable. A serious reviewer has to ask uglier questions: reduced compared with what year? Which scope of emissions? Which facility? Which product line? Is the claim about a target, an initiative, or actual measured performance? ...

December 15, 2025 · 16 min · Zelina
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Seeing Green: When AI Learns to Detect Corporate Illusions

Advertisement first, evidence later. That is not a moral complaint. It is a business model. A company does not need to lie outright to reshape public perception. It can show a wind turbine, a smiling engineer, a school visit, a research lab, a family cooking dinner, a national flag, or a vague line about “the energy future.” The viewer receives a feeling before receiving a claim. Conveniently, feelings are harder to audit. ...

October 31, 2025 · 19 min · Zelina