The Trap Most Carbon Apps Fall Into When you say "build a carbon footprint app," the...
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The Trap Most Carbon Apps Fall Into
When you say "build a carbon footprint app," the obvious move is: collect some inputs,
ask an LLM "how much CO2 does this produce," and display whatever it says.
That's a trap. LLMs are not reliable calculators. Ask the same model the same emissions
question twice and you'll get two different numbers. For a "track your carbon footprint"
Most carbon footprint apps do the same thing: Quiz → "Your footprint is 120 kg CO₂/week" → Generic...
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