ZKML (Zero‑Knowledge Machine Learning) is becoming one of the most interesting ideas in today’s tech world. It lets AI learn from sensitive data without exposing the information itself, giving people and businesses a safer way to use intelligent systems. With ZKML, tasks like medical analysis, financial modeling, and identity checks can be done privately while still delivering accurate results. It’s a step toward smarter AI that respects data privacy and builds trust in every interaction.
ICP’s ecosystem is popping off in 2025, with dApps ranging from DeFi to decentralized AI. Every app burns ICP for compute, reducing circulating supply and fueling bullish vibes. The ICP Price Forecast gets a lift from this, as token burn acts like a stock buyback, juicing value. But scaling’s a hurdle; if canister costs spike or network upgrades lag, adoption could stall. Think of it as a startup with a hot product; growth’s lit, but ops need to keep up. ICP’s open-source community and dev grants keep it steady, making it a solid play.