Mosquitoes that have been designed to carry vaccines in their saliva have been used to inoculate bats against the rabies and Nipah viruses. Scientists are investigating whether this technique could stop such viruses from ‘spilling over’ from bats to people.

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These trade-offs aren’t unique to generative models, but one thing is: they’ve made it incredibly cheap to produce an immense amount of output that is plausibly described by a natural language description. But plausible doesn’t mean useful, and there’s nothing in generative models that could ever guarantee useful output. As the models get more sophisticated, the complexity of the output and the prompts are getting more sophisticated. That’s not necessarily more useful. As that complexity goes up, so do the costs: of compute, of verification, and of relying on output over process.

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陈静,资深行业分析师,长期关注行业前沿动态,擅长深度报道与趋势研判。