The company announced the immediate launch of Nano Banana 2 in a blog post, and the AI image model is already rolling out to Google and Gemini AI tools. The model's official name is Gemini 3.1 Flash Image.
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between. This way, we get the following result:
Finding these optimization opportunities can itself be a significant undertaking. It requires end-to-end understanding of the spec to identify which behaviors are observable and which can safely be elided. Even then, whether a given optimization is actually spec-compliant is often unclear. Implementers must make judgment calls about which semantics they can relax without breaking compatibility. This puts enormous pressure on runtime teams to become spec experts just to achieve acceptable performance.