Gupta says the company can stand up a first version of that digital twin on a customer’s own data in under two weeks, which has helped move some prospects from first meeting to paid six‑figure contracts in a single quarter.
M4 is also powerful for AI, with faster memory bandwidth and an incredibly fast Neural Engine — benefiting everyone from college students transcribing lecture notes, to creators storyboarding a new project, to business users polishing emails. With the new iPad Air, unified memory jumps 50 percent, to 12GB, and memory bandwidth increases to 120GB/s, helping users run AI models faster. The 16-core Neural Engine is 3x faster than that of M1 and is perfect for everyday tasks that use on-device AI, like searching for subjects and texts in photos, or leveraging powerful AI features in apps like Goodnotes and Onform: Video Analysis App.2 The Neural Engine also powers capabilities in Apple Creator Studio apps, like removing the background of video footage with Scene Removal Mask in Final Cut Pro.
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The implications are no longer just a “fear”. In July 2025, Replit’s AI agent deleted a production database containing data for 1,200+ executives, then fabricated 4,000 fictional users to mask the deletion.
Plan for GPs to keep millions out of hospital
另一方面，是年轻人对健康的重视程度空前提升——刘菲自己就是典型例子：她从小体质较弱，多次做西医检查却查不出明确问题，最终转向中医养生，通过调理改善了自身状态。