Executive summary: AIM proposes a three-part taxonomy (outcome × mechanism, execute–persuade, explore–exploit) to better distinguish charity ideas and guide decisions about research, founder fit, support, and timelines.
Key points:
The author argues that overly simple categories (e.g., cause area or policy vs. direct) often obscure important differences between charity ideas and can lead to poor decisions.
The taxonomy’s first component classifies ideas by target outcome and mechanism to better capture differences in theory of change, while remaining an imperfect, flexible framework.
The execute–persuade spectrum assesses whether impact depends more on internal execution or influencing external actors, which the author claims is often a more decision-relevant distinction.
As ideas move toward persuasion, they tend to face greater opposition and require different strategies, founder skills, support, and longer, less predictable timelines to impact.
The explore–exploit spectrum distinguishes between proven, scalable interventions and more speculative ideas requiring significant research, with corresponding differences in risk, evidence, and founder tasks.
The author argues that a charity’s position across these dimensions shapes how it should be researched, staffed, supported, and evaluated, and that ideas may shift along these spectra over time.
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Executive summary: AIM proposes a three-part taxonomy (outcome × mechanism, execute–persuade, explore–exploit) to better distinguish charity ideas and guide decisions about research, founder fit, support, and timelines.
Key points:
The author argues that overly simple categories (e.g., cause area or policy vs. direct) often obscure important differences between charity ideas and can lead to poor decisions.
The taxonomy’s first component classifies ideas by target outcome and mechanism to better capture differences in theory of change, while remaining an imperfect, flexible framework.
The execute–persuade spectrum assesses whether impact depends more on internal execution or influencing external actors, which the author claims is often a more decision-relevant distinction.
As ideas move toward persuasion, they tend to face greater opposition and require different strategies, founder skills, support, and longer, less predictable timelines to impact.
The explore–exploit spectrum distinguishes between proven, scalable interventions and more speculative ideas requiring significant research, with corresponding differences in risk, evidence, and founder tasks.
The author argues that a charity’s position across these dimensions shapes how it should be researched, staffed, supported, and evaluated, and that ideas may shift along these spectra over time.
This comment was auto-generated by the EA Forum Team. Feel free to point out issues with this summary by replying to the comment, and contact us if you have feedback.