Doom or Bloom
Pergunta 1
O que você acha que a IA significa para o nosso futuro — e por quê?
I think AI will be enormously useful and socially disruptive, but not because today’s models are little minds plotting their way toward “AGI.” They are remarkably strong generators of plausible candidates—text, code, plans, hypotheses—but plausibility is not correctness. Generation is System 1; verification is System 2. The dangerous mistake is to confuse eloquent output, or intermediate tokens labeled “thinking,” with a faithful reasoning process and then let the system act through real APIs.
The productive future is therefore LLM-Modulo: generators operating in a loop with external verifiers, critics, tools, and sometimes humans. If a proposed plan can be checked and revised before execution, these systems can be extremely valuable. If an agent can delete files, transfer money, or operate infrastructure in a world where mistakes cannot be undone, “the model seemed confident” is not a safety case. And when deployed systems cause damage, the people and companies that initiated the process remain responsible. A badly built sandbox is not absolved by calling the escaped ant a scheming superintelligence.
Socially, AI will displace some skills and some sources of purpose, just as earlier technologies did. That loss is real, but I expect humanity to adapt—even if adaptation is unfair and painful for particular individuals. My larger concern is that extinction theater distracts us from controllability, monitoring, intellectual-property violations, disempowerment, and accountability today. Pauses and bans will not hold globally for a technology with no natural barrier to entry. Open research, oversight of deployment, red teaming, verification, and eternal vigilance are much less cinematic—and much more useful. “AGI,” meanwhile, has mostly become marketing wearing a lab coat.
