Developer advocates for local AI processing over cloud APIs
Original: Local AI needs to be the norm
Why This Matters
Highlights growing trend toward local AI processing for privacy and reliability
A developer argues against using cloud AI APIs like OpenAI and Anthropic, advocating for local device processing instead. The author created The Brutalist Report iOS app using Apple's on-device AI models for article summaries, avoiding privacy and reliability issues of cloud dependencies.
The article criticizes developers who rely on cloud AI APIs like OpenAI or Anthropic, arguing this creates fragile software dependent on external servers. The author highlights issues including privacy invasion, network dependencies, billing complications, and potential service interruptions. As an alternative, they demonstrate local AI implementation using Apple's FoundationModels framework for their news app The Brutalist Report. The on-device summarization feature processes articles locally without sending data to external servers, eliminating privacy concerns and vendor dependencies. The implementation uses SystemLanguageModel with custom prompts to generate markdown summaries, chunking longer content when needed. The author emphasizes that modern devices have powerful Neural Engines that remain underutilized while apps wait for cloud responses.