Gemini 3 Deep Think 重大升级:专攻科研、研究与工程难题,首次经 Gemini API 向研究者与企业开放
Gemini 3 Deep Think: Advancing science, research and engineering
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导读
Google DeepMind 发布 Gemini 3 Deep Think 的一次重大升级——这是其专精的推理模式,目标是把智能前沿推到能解现代科学、研究与工程难题。团队强调它是与科学家研究者密切合作磨出来的:真实研究题往往没有清晰护栏、没有唯一正确答案、数据还常常残缺不完整,因此新 Deep Think 把深厚的科学知识与日常工程实用性揉在一起,从抽象理论走向实际应用。可用性方面,Gemini app 的 Google AI Ultra 订阅用户可直接用,并首次通过 Gemini API 向部分研究者、工程师与企业以早期访问形式开放。
推荐理由
把这一代推理模式到底不一样在哪里、谁能用讲清楚了,实验室场景可直接据此申请。
主体与标签
Google#模型发布#论文/研究
正文
Our most specialized reasoning mode is now updated to solve modern science, research and engineering challenges.

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This content is generated by Google AI. Generative AI is experimental
Today, we’re releasing a major upgrade to Gemini 3 Deep Think , our specialized reasoning mode, built to push the frontier of intelligence and solve modern challenges across science, research, and engineering.
We updated Gemini 3 Deep Think in close partnership with scientists and researchers to tackle tough research challenges — where problems often lack clear guardrails or a single correct solution and data is often messy or incomplete. By blending deep scientific knowledge with everyday engineering utility, Deep Think moves beyond abstract theory to drive practical applications.
The new Deep Think is now available in the Gemini app for Google AI Ultra subscribers and, for the first time, we’re also making Deep Think available via the Gemini API to select researchers, engineers and enterprises. Express interest in early access here .
Here is how our early testers are already using the latest Deep Think:
Elevating reasoning with mathematical and algorithmic rigor
Last year, we showed that specialized versions of Deep Think could successfully navigate some of the toughest challenges in reasoning, achieving gold-medal standards at math and programming world championships. More recently, Deep Think has enabled specialized agents to conduct research-level mathematics exploration.
The updated Deep Think mode continues to push the frontiers of intelligence, reaching new heights across the most rigorous academic benchmarks, including:
- Setting a new standard (48.4%, without tools) on Humanity’s Last Exam, a benchmark designed to test the limits of modern frontier models
- Achieving an unprecedented 84.6% on ARC-AGI-2, verified by the ARC Prize Foundation
- Attaining a staggering Elo of 3455 on Codeforces, a benchmark consisting of competitive programming challenges
- Reaching gold-medal level performance on the International Math Olympiad 2025

Navigating complex scientific domains
Beyond mathematics and competitive coding, Gemini 3 Deep Think now also excels across broad scientific domains such as chemistry and physics. Our updated Deep Think mode demonstrates gold medal-level results on the written sections of the 2025 International Physics Olympiad and Chemistry Olympiad. It also demonstrates proficiency in advanced theoretical physics, achieving a score of 50.5% on CMT-Benchmark.

Accelerating real-world engineering
In addition to its state-of-the-art performance, Deep Think is built to drive practical applications, enabling researchers to interpret complex data, and engineers to model physical systems through code. Most importantly, we are working to bring Deep Think to researchers and practitioners where they need it most — beginning with surfaces such as the Gemini API.
With the updated Deep Think, you can turn a sketch into a 3D-printable reality. Deep Think analyzes the drawing, models the complex shape and generates a file to create the physical object with 3D printing.
Available to Google AI Ultra Subscribers and the Gemini API via our Early Access Program
Google AI Ultra subscribers will be able to access the updated Deep Think mode starting today in the Gemini app. Scientists, engineers and enterprises can also now express interest in our early access program to test Deep Think via the Gemini API.
We can’t wait to see what you discover.