Mechanism Capital partner Andrew Kang predicts that by 2025, the robotics field will overcome model architecture and training challenges, enabling AI companies to achieve large-scale data collection and a success rate of over 99%. Advances in memory technology and virtual positioning models will significantly enhance spatial understanding and data processing capabilities, and it is expected that by 2026, physical AI data will expand by 100 times.

The Pi Network team has blocked payment requests following a social engineering attack that exploited fake payment prompts to empty wallets. Analysts noted a surge in stolen tokens being funneled into a single wallet, prompting community alerts and enhanced security measures, including two-factor authentication and automated identity checks.