Prop firms provide fast access to large leverage and structured payouts, but once a trader reaches a capital threshold, personal accounts become more flexible and less stressful.
“Compute scaling fuels the leap from ImageNet to world models”
“Million‑fold compute increase enables massive spatial models”
“GPU performance per watt is hitting limits, prompting new hardware primitives”