a16z经济学家聊开放权重AI，用市场逻辑反驳封闭派，观点挺有意思，适合关心AI开源之争的人看。
a16z的Christian Catalini发文讨论开放与封闭AI的经济学。他认为市场优于中央计划，因为市场能将无数独立探索转化为分布式发现、适应和选择过程。许多竞争性超级智能各自探索不同前沿，比单一智能发现更多。开放权重允许智能被广泛适应，而非从中心优化和配给。监管捕获可能减缓扩散，但无法逆转这一趋势。
"Markets outperform central planning because they transform countless independent encounters with re...
"Markets outperform central planning because they transform countless independent encounters with reality into a distributed process of discovery, adaptation, and selection." "Many competing superintelligences, each probing a different frontier of the universe with different assumptions and values, will discover more than any single intelligence, however vast." "Open weights extend the same logic: they allow intelligence to be adapted everywhere rather than optimized once and rationed from the center." "Regulatory capture may slow their diffusion. It can weaken the gradient. It cannot reverse it." Christian Catalini on the economics of open versus closed AI: a16z.news/p/some-simple-… Christian Catalini @ccatalini Frontier labs argue distillation threatens R&D and US national security. Open-weights proponents counter that diffusion is essential to competition and innovation. Both believe theirs is the only safe path. Luckily, the economics is loyal to neither. https://t.co/jFnLjqz5DR 🔗 View Quoted Tweet 💬 3 🔄 5 ❤️ 21 👀 4646 📊 5 ⚡