Incremental Innovation in Battery Materials Mirrors Tech Product Deployment Logic

I spotted an interesting detail: Sila raised $300 million, and their core selling point isn't "disrupting lithium-ion batteries," but rather "boosting existing battery range by 20% without changing the system." In insurtech, this is like how we handle AI underwriting—we don't overturn the entire risk control model; instead, we optimize one feature dimension, say adjusting the weight of "user's historical claim count" from 0.3 to 0.5, yielding immediate results. This "precision fine-tuning" approach is more realistic than "reinventing the wheel" and definitely worth a deep dive for product managers.