He thinks about the credit card notification in his pocket, the Henley email waiting in his drafts, the $10k he can't pay and the future he can't see. "I just need a C to pass," Alex says. "I've done seventy percent of the problems. Let's call it."
Jian's expression doesn't change, but something shifts in his eyes. "Are you sure?"
"Yeah." Alex closes his laptop with a decisive click. "Fuck this. None of this will matter when we've cracked AGI, man."
Jian studies him for a long moment, that analytical gaze that Alex knows is calculating probabilities, assessing risk, weighing the cost of pushing further against the cost of letting go. Then he closes his own laptop. "Okay," Jian says. "Show me the video."
Alex pulls out his phone, thumbs moving with a relief he won't admit to. He finds the video: grains of sand on a speaker, vibrating into geometric patterns as the frequency changes. Cymatics. The sand dances, forms stars and spirals and impossible symmetry, then collapses into chaos as the tone shifts. "See what I'm talking about here?" Alex leans forward, the energy returning to his voice. "There's natural laws. Laws of physics that are not being used in current ML methods. The field is missing something."
Jian watches the video, his head tilted slightly. "The patterns are emergent properties of wave interference."
"Exactly! But we don't build that into the models.