On December 14, renowned Ethereum co-founder Vitalik Buterin shared intriguing insights on social media regarding a novel concept termed Deep Funding. This approach combines two pivotal ideas: a Value Map and the Refinement of Human Judgment. The Value Map shifts the traditional evaluation of contributions by positing it is more pertinent to consider “How much credit does Y have for X?” rather than simply quantifying X’s output. This shift towards decentralized assessment has gained traction in recent discussions, particularly as abstract evaluations prove challenging. For example, when faced with the decision to conserve 2,000 vs. 200,000 birds, monetary commitment remains constant, showcasing human valuation discrepancies.
The second facet of Buterin’s framework emphasizes leveraging an open AI market for weight distribution suggestions, which human juries verify through random sampling. This method refines collective judgment, echoing concepts from Buterin’s previous work on Information Finance. By integrating AI’s analytical capabilities with human oversight, the determination of impactful contributions can become more nuanced and credible, fostering trust in digital investment frameworks.