How to Help an Entrepreneur With Their Idea

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Theory of change framework allows nonprofits to pinpoint the underlying assumptions for their interventions. "I try to get them to state it as concretely as possible, how a specific thing in a specific place that's different than what they would have been otherwise," she says. The idea might be promising, but it's not fully fleshed out, so this exercise can help flush it out further.

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What are "shed" and "cake" projects? And how can you avoid "shed" projects? What is the "jobs to be done" framework? What is the "theory of change" framework? How can people use statistics (or statistical intuition) in everyday life? How accurate are climate change models? How much certainty do scientists have about climate change outcomes? What are some promising strategies for mitigating and reversing climate change?

Cassandra Xia (@CassandraXia) is the creator of Adventures in Cognitive Biases and co-founder of the non-profit Work on Climate. She is fascinated by how human biases affect the actions we take as a society and how to hack human psychology to get the change that we want. She is previously affiliated with the MIT Media Lab, MIT CS department, and Google AI. More of Cassandra's work can be found at cassandraxia.com and workonclimate.org.

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