AI

We, as humans, sometimes receive streams of tokens and produce tokens in response, forming words, sentences, lines of code ... but always with the ability to peek outside the stream and check in with ground-floor reality. We pause and consider: does this word really stand for the thing I intend it to stand for? Does this sentence capture the real... See more

What sounds like a convenience, digital companions that “know you,” can quietly become a constraint. Unlike human memory, which fades and adapts, infinite memory stores information with fidelity and permanence. And as memory-equipped LLMs respond, they increasingly draw on a preserved version of you, even if that version is six months old and... See more

intelligence has inadvertently become a ‘human success’-shaped cookie cutter we squish onto other species. Switching from baking to sports metaphors, we could say that everyone else – animals, amoebas, AIs and aliens – has to play the game on a field that we have laid out, according to rules that we have established and proven ourselves extremely... See more

“We realized rasterization was reaching its limits,” he said, referring to the traditional, widely used method of rendering a 3D scene. “2018 was a ‘bet the company’ moment. It required that we reinvent the hardware, the software, the algorithms. And while we were reinventing CG with AI, we were reinventing the GPU for AI.”

Quanta interviewed 19 current and former NLP researchers to tell that story. From experts to students, tenured academics to startup founders, they describe a series of moments — dawning realizations, elated encounters and at least one “existential crisis” — that changed their world. And ours.