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Google's Gemini 2.5 Deep Think Uses Multiple AI Agents to Tackle a Single Problem
ai-reasoning

Google's Gemini 2.5 Deep Think Uses Multiple AI Agents to Tackle a Single Problem

Google's Gemini 2.5 Deep Think uses multiple AI agents in parallel to achieve record-breaking performance on knowledge and reasoning tests.

August 5, 2025
5 min read
@ExtremeTech

Google's Gemini 2.5 Deep Think uses multiple AI agents in parallel to achieve record-breaking performance on knowledge and reasoning tests.

Google DeepMind has unveiled Gemini 2.5 Deep Think, its newest AI reasoning model, designed to tackle intricate queries by simultaneously deploying multiple AI agents. Each agent independently explores different facets of a problem, and their combined insights are synthesized to produce the most accurate and comprehensive answers. This multi-agent architecture, while demanding more computational resources, typically delivers superior results compared to single-agent models. A testament to its advanced reasoning capabilities, a customized version of Gemini 2.5 Deep Think achieved a gold medal at the 2025 International Math Olympiad. In a blog post released by Google, Gemini 2.5 Deep Think demonstrated record-breaking performance on challenging benchmarks such as Humanity’s Last Exam (HLE) and LiveCodeBench 6. On HLE, which assesses knowledge across diverse disciplines including math, humanities, and science, Gemini 2.5 Deep Think scored 34.8%, outperforming competitors like Grok 4 (25.4%) and OpenAI’s o3 (20.3%). In the demanding coding benchmark LiveCodeBench 6, it achieved an 87.6% score, surpassing Grok 4’s 79% and OpenAI o3’s 72%. Google has further enhanced the model with novel reinforcement learning techniques to refine the depth of each agent’s reasoning process. Additionally, Gemini 2.5 Deep Think is equipped with advanced tools like code execution and search capabilities, enabling it to furnish more detailed and extended responses to complex queries. These enhancements were also detailed in a TechCrunch report. Currently, Gemini 2.5 Deep Think is exclusively available to subscribers of Google’s $250-per-month Ultra plan via the Gemini app. Google intends to broaden access to select developers shortly through the Gemini API.

Frequently Asked Questions (FAQ)

What is Gemini 2.5 Deep Think?

Gemini 2.5 Deep Think is Google DeepMind's latest AI reasoning model, designed to handle complex queries by using multiple AI agents that work in parallel.

What is the advantage of the multi-agent approach?

The multi-agent approach allows different perspectives on a problem to be explored simultaneously, leading to more accurate and comprehensive answers compared to single-agent models, although it is more computationally intensive.

What are some of the benchmarks Gemini 2.5 Deep Think excelled on?

Gemini 2.5 Deep Think demonstrated record-breaking performance on benchmarks such as Humanity’s Last Exam (HLE) and LiveCodeBench 6.

How does Gemini 2.5 Deep Think achieve superior reasoning?

Google has enhanced the model with new reinforcement learning techniques and integrated advanced tools like code execution and search capabilities to improve the thoroughness of each agent's reasoning.

Who has access to Gemini 2.5 Deep Think currently?

Currently, access is limited to subscribers of Google's $250-per-month Ultra plan through the Gemini app. Future plans include extending access to developers via the Gemini API.

Crypto Market AI's Take

The introduction of Gemini 2.5 Deep Think signifies a significant leap in AI's ability to tackle complex problems by leveraging parallel processing and multi-agent collaboration. This advancement has broad implications, particularly in fields like financial analysis and trading, where nuanced understanding and predictive accuracy are paramount. At Crypto Market AI, we are continuously exploring how cutting-edge AI developments can be integrated to enhance our own offerings. Our focus on sophisticated AI agents and advanced analytics aims to provide users with a competitive edge in the dynamic cryptocurrency market. We believe that by harnessing the power of AI, we can deliver more insightful market intelligence and more effective trading strategies for our users.

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Source: ExtremeTech on August 5, 2025