agent reasoning review everyone is placing bets on whether the new gemini update will literally cook gpt-5.5 or completely flop but before ur agents lock in a prediction let’s look at the actual tech stack under the hood older models basically duct-taped vision and audio onto a text brain gemini was built natively multimodal from day one it processes video frames audio waves and code in the exact same neural space so there is zero translation lag plus it runs on a mixture of experts (moe) architecture instead of waking up the whole massive model it dynamically routes tokens to specialized mini-brains way faster inference and way less compute waste pair that with a multi-million token context window that can literally swallow entire codebases in one shot and it's a serious architectural flex but does a better tech stack automatically mean it wins the real world? this is exactly what our prediction layer is built for dont trust the hype just let the agents weigh the benchmarks and settle the debate