How deep thinking works: extension of the parallel “thinking time” Gemini
Like people deal with complex problems, devoting time to examining different sides, considering potential solutions and improving the final answer, Deep Think shifts the limit of thinking possibilities, using parallel thinking techniques. This approach allows twins to generate many ideas at the same time and consider them at the same time, even verifying or combining various ideas in time before they came to the best answer.
In addition, extending the time or “thinking time”, we give Gemini more time to examine various hypotheses and reaching creative solutions to complex problems.
We have also developed innovative reinforcement learning techniques that encourage the model to use these extended reasoning paths, thus enabling deep thinking to become a better, more intuitive solution to problems with time.