Image accuracy: stronger anti-artifact prompts + FLUX.1-dev

Image gen: use HF Inference FLUX (AICredits unreachable from HF Space)

Speed: route understanding to Gemini flash-lite, explanations off by default

GIVA Discovery: full app + vectors