Waste of Money?
26 Aug 2024 · 1 min

0:34
In this monologue, Shanli Liu recounts how, while running Gym Launch, she allocated $50,000 every two weeks to an R&D team to test a single element aimed at helping gyms. About half of these experiments failed to outperform the existing baseline (the control). Rather than withholding the results, she chose to transparently share the failed tests with the broader community. This openness resonated with listeners, who expressed relief and gratitude for learning from experiments they didn’t have to conduct themselves, highlighting the strategic value of publishing negative findings in a fast‑moving business environment.










