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Education

2022


Cognitive Resource Allocation: Beyond Memorization

·3 mins
Traditional educational frameworks have historically emphasized memorization as a primary learning approach. Many educational systems structure their curriculum around retention of specific information, often prioritizing this over developing creative thinking capacities. This emphasis deserves thoughtful reconsideration. While memory certainly plays an important role in learning, the development of critical thinking skills and information literacy—the ability to efficiently locate, evaluate, and apply relevant information—may offer greater long-term value in our knowledge-rich environment.

2019


Incentive Alignment: The Future of Venture Innovation

·3 mins
While I typically maintain caution around predictions, I believe we’re witnessing the early stages of a significant business model evolution. An emerging category of ventures—what I call “incentive-aligned businesses”—appears positioned for substantial growth and impact in coming years. The Principle of Mutual Risk and Reward # The concept of “skin in the game” describes arrangements where participants share both risk and potential returns with their counterparties. This principle already operates in certain investment contexts—angel investors provide capital to founders, accepting significant risk in exchange for equity that may grow substantially in value if the venture succeeds. This structure creates natural alignment between parties as their outcomes become interdependent.