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On October 29, 2026, Aditya Agarwal published an article explaining the five core dimensions by which South Park Commons evaluates founders who have not yet succeeded: curiosity, clarity, depth, magnetism, and engine, rather than a vague "spike" criterion. The article states that this framework has been used for projects such as Baseten (a 2019 bet on inference), Goodfire (2024 interpretability), Gamma, Profound, Density, and Gradient Robotics. SPC emphasizes observing founders' growth slope through long-term in-person community involvement, rather than performance across two or three pitch sessions. There are currently no subsequent developments.
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Aditya Agarwal explains the five dimensions by which SPC evaluates founders
Source:Aditya Agarwal
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Oct 29
Aditya Agarwal
South Park Commons Uses Five Dimensions to Identify Early-Stage Founders
South Park Commons proposes evaluating founders who have not yet succeeded using five dimensions—curiosity, clarity, depth, magnetism, and engine—rather than the vague "spike" criterion. The framework has been applied to projects including Baseten (a 2019 bet on inference), Goodfire (2024, interpretability), Gamma, Profound, Density, and Gradient Robotics. SPC emphasizes observing founders' growth slope through long-term in-person community involvement rather than performance across two or three pitch sessions.