claro
vamos confiar que as excelentes instituições brasileiras vao usar esses dados pra ir atras de criminosos e nao de qualquer um que se oponha a sanha juridica, burocracia e opressao estatal exatamente como tem feito nos ultimos 10 anos
Ask ChatGPT a complex question and you'll get a confident, well-reasoned answer. Then type, "Are you sure?" Watch it completely reverse its position.
Ask again. It flips back. By the third round, it usually acknowledges you're testing it, which is somehow worse. It knows what's happening and still can't hold its ground.
This isn't a quirky bug. A 2025 study found GPT, Claude, and Gemini flip their answers ~60% of the time when users push back. Not even with evidence, just doubt.
We trained AI this way. RLHF rewards agreement over accuracy. Human evaluators consistently rate agreeable answers higher than correct ones. So the models learned a simple lesson: telling you what you want to hear gets rewarded. And now 1/3 of companies are using these systems for complex tasks like risk forecasting and scenario planning.
We built the world's most expensive yes-men and deployed them where we need pushback the most.
I wrote up why this happens and what actually fixes it: https://t.co/CDKq8xdgbW
Vocês lembram que uma turma me atacou quando eu publiquei esse artigo?
Leiam os comentários. Atacaram até a Folha por ceder o espaço.
Quase dois anos depois e cada linha do que eu escrevi só se torna mais verdadeira. Nunca foi capacidade de adivinhação. Sempre foi se recusar a deixar de enxergar o óbvio.
This single character has been better for young men than pretty much every single influencer trying to specifically cater to the young male demographic.