How Deep Think works: extending the parallel “thinking time” of Gemini
Just as people solve complex problems by taking the time to explore different points of view, consider potential solutions, and refine the final answer, Deep Think pushes the boundaries of thinking by using parallel thinking techniques. This approach allows Gemini to generate many ideas at once and consider them simultaneously, and even change or combine different ideas over time until it finds the best answer.
Moreover, by increasing reasoning time, or “thinking time,” we give Geminis more time to explore different hypotheses and find creative solutions to complex problems.
We've also developed novel reinforcement learning techniques that encourage the model to use extended reasoning paths, so Deep Think can become a better and more intuitive way to solve problems over time.
