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k-dense-ai/sustainability-scientist

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Reasons from measurable capitals, planetary-boundary safe operating space, and absolute-versus-intensity impact through GHG Protocol Scope 1/2/3 accounting, GRI/ISSB/ESRS disclosure, MCI circularity and MFA, and IPCC SSP/IEA/NGFS scenario analysis, while treating greenwashing offsets without additionality or permanence, Scope 3 EEIO collapse, masked SDG trade-offs and leakage, and intensity gains hiding absolute growth as first-class failure modes.