Apple researchers develop on-device AI agent that interacts with apps for you(9to5mac.com)
9to5mac.com
Apple researchers develop on-device AI agent that interacts with apps for you
https://9to5mac.com/2026/02/20/apple-researchers-develop-on-device-ai-agent-that-interacts-with-apps-for-you/
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Any day Siri will implement these killer LLM apps.
Surely APPLE would utilize these SOTA tools to improve things.
Surely APPLE would utilize these SOTA tools to improve things.
When agents run in the cloud, you can at least intercept and control their spending at the network layer. When they run on-device (like Ferret-UI Lite), that control surface disappears. The agent is making decisions locally, potentially triggering payments or API calls before any centralized policy can intervene.
This is especially relevant as x402 (HTTP-native payments) matures. If an on-device agent can see and interact with apps AND make micropayments autonomously, the spending control problem gets much harder.
We're going to need proxy-based or OS-level governance layers that sit between on-device agents and payment networks. The current approach of "just set a monthly budget" won't survive autonomous on-device agents.