# Meta's non-invasive brain-to-text AI is closing the gap with surgical implants

> Source: <https://the-decoder.com/metas-non-invasive-brain-to-text-ai-is-closing-the-gap-with-surgical-implants/>
> Published: 2026-07-01 15:34:09+00:00

Meta's FAIR AI team uses Brain2Qwerty v2 to translate brain activity into typed sentences, with no implants or surgery required. The system reads magnetic signals outside the skull and reconstructs what a person is typing. Clinical use for paralyzed patients is still a long way off, but accuracy keeps improving with every additional recording. AI agents that wrote their own code helped with the optimization.

The article [Meta's non-invasive brain-to-text AI is closing the gap with surgical implants](https://the-decoder.com/metas-non-invasive-brain-to-text-ai-is-closing-the-gap-with-surgical-implants/) appeared first on [The Decoder](https://the-decoder.com).