Ben's Bites 04月09日 18:38
BB Digest: Gemini & your search history
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本期文章重点关注了AI领域内的最新进展,特别是Google Gemini的升级和开发者对AI的态度。文章详细介绍了Gemini应用的新功能,如Deep Research和个性化设置,以及ChatGPT中代码解释器的应用。此外,文章还探讨了开发者对AI在职业发展中的看法,并分享了社区内成员的互动和工具推荐。最后,文章还深入思考了AI在解决问题中的作用,以及不同AI模型在提供解决方案方面的差异。

🔥 Gemini的重大更新: Gemini应用进行了多项升级,包括Deep Research功能向免费用户开放,新模型增强了推理能力,以及个性化模式,允许用户将Google搜索历史与Gemini连接,从而提供更个性化的回答。

🎮 社区动态与开发者态度: 文章展示了社区成员在Slack上的互动,分享了关于Gmail智能过滤、API推荐、Reels制作工具等话题的讨论。同时,研究表明,90%的开发者对AI在其职业发展中的影响持乐观态度,并预计AI将改善开发体验。

💡 AI在问题解决中的作用: 文章通过实验对比了不同AI模型在解决问题时的表现。实验发现,某些“推理”模型在提供专业解决方案方面表现更佳,而其他模型则可能提供复杂或不相关的答案。这引发了对AI在帮助用户解决未知问题方面的深入思考。

Hey folks, I just uploaded the recording of my Manus workshop - the AI agent from China that builds apps, takes browser actions and has its own sandbox.

Let’s get to what’s up with AI today;

TLDR; inside today’s newsletter

    new Gemini features feel ahead of the curve

    hackathon for vibe-coded games

    chats and new builds from our community

    8 tools for building and marketing your apps

    which AI models help you get better

    other AI news and some good reads

Want to partner with us? Click here.


 🔎 Trends & news

    Google is shipping 🔥 lately and the current batch of updates shines up the Gemini app. It has three major upgrades:

      Deep Research in Gemini is now available to free users too. It also has a new model underneath, which does more than just summarizing web articles. It tries to reason over them. The reasoning can still work but the vast number of resources it searches over makes it stand out.

      This new model is an upgraded version of Gemini 2.0 Flash Thinking (still experimental). It has better performance and a longer context window—allowing it to answer complex questions and use multiple apps like Search, YouTube and Notes in a single go.

      Gemini has a new mode called Personalization. It asks you to connect your Google search history with Gemini and uses it when you’re asking Gemini questions. For example: when I asked it a question about Slack’s API, it looked at my search history, figured that I was using that with Webflow’s API and tailored its answer based on that.

    o1 and o3-mini in ChatGPT can now use “code interpreter” i.e. run Python code to perform analysis before replying. OpenAI is slowly integrating all the ChatGPT features with o-series models.

    Levelsio is organizing a vibe coding game jam - 7 days to build a game with 80% AI-written code. The jury includes Karpathy and the creator of ThreeJS.

    Are developers nervous about AI agents’ impact on their work? Recent Salesforce research shows about 9 in 10 developers are actually excited about AI’s impact on their careers, and 96% expect it to change the developer experience for the better. Read why developers are bullish about agentic AI.*
    *sponsored


💬 Inside the community this week

Becoming pro comes with access to our Slack community that builds and learns together. Here are some chats from over the weekend:

    Nicholas shared his second project for smart Gmail filters. (link)

    Héctor asked for mapping API recommendations. (link)

    Gabor asked for tools to create reels and posts with fixed layouts. (link)

    Daniel shared a webinar on AI coding with security in mind. (link)

    Keshav shared prompting insight as he builds our askBB bot. (link)

    Vivek asked about automating podcast guest research. (link)

    Mike asked about creating a consultant-like chatbot. (link)

Join the community to browse through replies or ask your own questions. Become a pro member today!

p.s. just uploaded the recap for the last two workshops: level up your meme creation game and make AI your business partner. The recaps are free and you can access recordings if you’re a pro member.


⚙️ Top new tools

    Memex - Vibe code with an AI that can actually ship. Turn chat into working software on any stack, right on your desktop. Free credits with code 'BB'.*

    Mirage by Captions - Generate UGC with unique actors, backgrounds, and natural expressions.

    Figma to Bolt - Put bolt․new in front of a Figma URL & start building pixel-perfect apps.

    Docsforge - Turn your React components into structured, user-friendly help documentation.

    OpenTools - Access the open ecosystem of MCP tools with one line of code.

    AI tutor by roadmap.sh - Learn developer skills with personalized courses.

    Bee AI by IBM - Discover, run and compose AI agents from any framework.

    Stateshift Alignment: Find out how focused or chilled out you are. (vibe coded by Jonny’s team)

More tools here →
*sponsored


 🧠 On my mind…

Do AI models make us better problem solvers, or just faster ones?

While watching a session from Steph Smith’s Internet Pipes last night, I learned about the OFFSET function in a spreadsheet—a perfect solution to a common problem. It made me wonder, would AI have told me about this solution? In general, does AI help you get better at solving unseen problems?

So I ran a little experiment. I shared the problem with various AI models (without any prompting techniques) and asked them to help me fix it.

    Only o1 and o3-mini-high acted like real experts—immediately highlighting two common solutions (including introducing the offset function).

    Other thinking models (Claude, Gemini, o3-mini) did hint at the offset function but buried the lede with other much more complex answers. I have to act as the expert to find what’s best for me.

    Others weren’t any help at all. Just lists of overcomplicated answers.

This is a single instance, and prompting might change the results but I feel this does hint towards the fact the “reasoners” or “thinking models” are better teachers. And it matters because when you’re vibe coding, you encounter new problems every day, ending up in the “you don’t know what you don’t know” trap. so next time you feel like it, try a new chat with these models.

— By Keshav


 📜 Interesting posts


📌 To-dos

That’s it for today. Feel free to hit reply and share your thoughts. 👋

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