The distinction that matters is between recognition and real validation. Awards tend to reflect how compelling a story is at a moment in time — what judges perceive based on limited information — rather than how durable a business actually is. Research on business plan competitions and awards emphasizes this gap. A systematic review of business plan competitions shows a fragmented literature with exploratory findings and highlights a lack of rigorous evidence linking competition outcomes to firm performance or survival.
看完这一圈，小鱼的结论其实很简单：OpenClaw确实是个代表了未来的好东西，它推开了AI从嘴替走向行动派的大门。
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