Apple's On-Device AI Limited by 4K Context Window

A developer building a macOS native app discovered that Apple's on-device base model has a severely limited context window of only 4K tokens, creating a major hurdle for transcribing long meetings locally.

2026-07-29 ~ 2026-07-29 · 2 related posts

• Dev Builds Native macOS App for Local Meeting Transcription Using On-Device AI — talkaboutdesign · 2026-07-29
• Apple's On-Device Foundation Model Limited to 4K Context Window — talkaboutdesign · 2026-07-29