"Accelerate intentionally or risk destroying all value Vitalik Buterin used the analogy of an LLM with a randomly flipped weight set to positive nine billion to illustrate indiscriminate acceleration: "worst case the LLM becomes useless, best case every weight that's not connected to the nine billion doesn't do anything." He applied this directly to society: "I see human society as kind of like an LLM — if you take any one bit and you kind of accelerate indiscriminately then you do lose all value." The lesson is that acceleration without direction is not neutral — it is actively destructive — so any strategy for growth must specify what is being grown and toward what end. Before pursuing speed in any domain, identify the specific value you are trying to compound. Source: Vitalik Buterin, Tech Panel Discussion, EAC vs DACK"