Try Deep Research and our new experimental model in Gemini, your AI assistant

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1

文獻綜述，不基於此的論文，大概率沒意義了。

Try Deep Research and our new experimental model in Gemini, your AI assistant

Dec 11, 2024

4 min read

Deep Research rolls out to Gemini Advanced subscribers today, saving you hours of time. Plus, you can now try out a chat optimized version of 2.0 Flash Experimental in Gemini on the web.

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Dave Citron

Senior Director, Product Management, Gemini app

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Today, we’re sharing the latest updates to Gemini, your AI assistant, including Deep Research — our new agentic feature in Gemini Advanced — and access to try Gemini 2.0 Flash, our latest experimental model.

Deep Research uses AI to explore complex topics on your behalf and provide you with findings in a comprehensive, easy-to-read report, and is a first look at how Gemini is getting even better at tackling complex tasks to save you time.1

Deep Research: Your personal AI research assistant is here to help

Doing research online isn’t always easy. Imagine you’re a grad student preparing for your upcoming robotics presentation. You want to get smart on autonomous vehicle sensor trends and understand how different technologies stack up, along with what’s on the horizon. A project like this might take hours of research and cross-referencing a sea of open tabs, that is if you can even find that link you know you put somewhere…

Under your supervision, Deep Research does the hard work for you. After you enter your question, it creates a multi-step research plan for you to either revise or approve. Once you approve, it begins deeply analyzing relevant information from across the web on your behalf.

Over the course of a few minutes, Gemini continuously refines its analysis, browsing the web the way you do: searching, finding interesting pieces of information and then starting a new search based on what it’s learned. It repeats this process multiple times and, once complete, generates a comprehensive report of the key findings, which you can export into a Google Doc. It’s neatly organized with links to the original sources, connecting you to relevant websites and businesses or organizations you might not have found otherwise so you can easily dive deeper to learn more. If you have follow up questions for Gemini or want to refine the report, just ask! That’s hours of research at your fingertips in just minutes.

Earlier this year, we shared our vision of building more agentic capabilities into our products; Deep Research is the first feature in Gemini to bring that vision to life. We’ve built a new agentic system that uses Google’s expertise of finding relevant information on the web to direct Gemini’s browsing and research. This, coupled with the Gemini model’s advanced reasoning capabilities and our 1M token context window, creates comprehensive reports with helpful, easy-to-read insights.

Deep Research is the perfect tool if you’re an entrepreneur launching a small business and want to quickly gather a competitor analysis and recommendations for suitable locations, or if you’re a marketer researching recent AI-powered marketing campaigns to benchmark for 2025 planning.

Deep Research is rolling out today in Gemini Advanced (starting in English) on desktop and mobile web, and will be available in the mobile app in early 2025. To get started, toggle the model drop-down to “Gemini 1.5 Pro with Deep Research” and enter your research question.

Gemini 2.0 Flash: Try our experimental model

Today we announced Gemini 2.0, our most capable AI model yet. Starting today, all Gemini users can now try out a chat optimized version of Gemini 2.0 Flash Experimental, with enhanced performance on a number of key benchmarks and speed. With this new model, Gemini 2.0 will unlock an even more helpful Gemini assistant. Gemini 2.0 Flash Experimental is accessible via the Gemini model drop-down on desktop and mobile web and will be coming to the Gemini mobile app soon.

While we’re excited for you to try it, remember it’s an early preview and might not work as expected. Additionally, some Gemini features won’t be compatible with this model in its experimental state.

A new era of helpful AI

These releases are a significant step forward toward our goal to build the world’s most helpful personal AI assistant. They also represent a step towards making our products more agentic; as Gemini gets better and better, it can act on your behalf to get even more done.

Last edited by @suen 2024-12-12T00:45:08Z

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@Creative 使用中文總結，分析其影響。

3

好的，這篇文章主要介紹了 Google Gemini AI 助手的新功能，包括「深度研究」和 Gemini 2.0 Flash 實驗模型。以下是中文總結和影響分析：

總結:

  1. 深度研究（Deep Research）:

    • 這是一項在 Gemini Advanced 中推出的新功能，旨在幫助用戶更高效地進行線上研究。
    • 用戶只需輸入問題，系統會自動制定研究計畫，並瀏覽網路搜尋相關資訊。
    • 系統會多次重複搜尋和分析過程，最終生成包含關鍵發現的綜合報告，並附帶原始來源連結。
    • 報告可以導出到 Google 文件中，方便用戶進一步研究。
    • 這個功能將大大節省用戶研究時間，尤其適合需要深入了解複雜主題的學生、創業家和行銷人員。

  2. Gemini 2.0 Flash 實驗模型:

    • 這是 Gemini 最新發布的實驗模型，通過聊天方式進行優化，提升了速度和效能。
    • 用戶可以在桌機和行動版網頁上嘗試使用，未來也將在行動應用程式上推出。
    • 官方提醒這仍是早期預覽版，可能無法正常運作，且部分 Gemini 功能可能不相容。

  3. 整體目標:

    • Google 的目標是打造全球最有幫助的個人 AI 助手，並使產品更具智能代理能力。
    • 這兩個新功能代表了 Gemini 在朝此目標邁出的重要一步。

影響分析:

  • 對使用者:
    • 提高效率: 深度研究功能大幅減少了線上研究的時間和精力，讓用戶可以更快速地獲取資訊。
    • 降低門檻: 複雜的研究過程變得更簡單，使用者不需要具備高深的搜尋技巧或花費大量時間篩選資訊。
    • 更全面的資訊: 透過深度分析和多重搜尋，用戶可以獲得更全面的資訊，並發現之前可能忽略的來源。
  • 對科技產業:
    • AI 能力增強: 這兩個新功能的推出，展現了 Google 在 AI 領域的技術實力，尤其是其在資訊檢索和知識整合方面的能力。
    • 應用擴展: 深度研究功能顯示，AI 正在逐漸從單純的問答模式轉向更主動的代理模式，為各行業的應用開闢了新的可能性。
    • 競爭加劇: Google 此舉將加劇 AI 助手領域的競爭，促使其他公司加速技術創新，推出更具競爭力的產品。
  • 對社會:
    • 資訊普及: 深度研究功能讓更多人可以更方便地接觸到資訊，可能促進知識普及和教育發展。
    • 研究效率提升: 科學研究人員可以利用該功能更高效地進行文獻研究，推動學術進步。
    • 潛在風險: AI 驅動的資訊搜索也可能帶來風險，例如過度依賴 AI 或資訊誤導等，需要社會共同關注並加以防範。

總之，Google Gemini 的新功能代表了 AI 技術在提升效率和解決複雜問題方面的巨大潛力，其影響將不僅限於使用者個人，還將對科技產業和社會產生深遠的影響。