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🧠 Muse Spaces, Perplexity Teammates, and smarter survey analysis

PLUS: Turn survey responses into next steps, plus four useful AI tools

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Welcome back, AI enthusiasts!

Your AI app can now hold a little workspace of your own. Your survey can suggest a next step. And an AI teammate can keep working on a recurring job—provided you have the right access.

IN TODAY’S ISSUE · About 4 minutes

  • 🧩 Build a personal Space in Meta’s Muse

  • 📊 Turn Google Forms responses into a decision

  • 🧰 Four useful tools to explore

  • 🤝 Perplexity gives agents an ongoing role

  • ⚡ Shopping checks, image clues, and an export deadline

NEWS
Meta Muse Spaces official announcement visual

Image: Meta

A chat is useful until the thing you’re planning gets buried. Meta’s November 6 Spaces update lets you describe an interactive workspace and keep it inside the Muse app.

  • Build around a small job: ask for a reading tracker, a packing checklist, or a board for comparing weekend plans. You can change how the Space looks and works as you go.

  • Keep it close: pin a Space in the sidebar or make it a main tab. You can also hide it or schedule when it appears.

  • Keep using it: check items off, add notes, and edit entries. Meta says Spaces can use connected apps to refresh information in the background.

Access: Spaces is available wherever Muse is available. Sharing and collaboration are still being explored; this launch is about your own setup.

Our take: start with one recurring chore and a few fields you actually need. The useful test is whether you come back to the Space next week.

TOGETHER WITH ALIGNED

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Most reps guess where a deal really stands. They forecast on a gut feeling and the buyer’s word vs what's actually happening. Then they realize the deal slipped through only after it's too late. Aligned surfaces what buyers are actually doing inside every deal: the risks, the openings, and the exact next step to keep things moving.

Start increasing your close rates and stand up your first deal room in minutes.

AI TOOL OF THE DAY

Google’s November 5 announcement adds Gemini-powered Actionable Insights to Forms. It runs Python analysis over responses and suggests takeaways across questions.

Try this exercise: use a club survey about meeting times, session topics, and attendance frequency.

  1. Open a non-quiz form with at least 12 responses and three questions. Make sure you can access its linked sheet, if it has one.

  2. Go to Responses → Actionable Insights → Generate insights.

  3. Expand Analysis steps. Check one recommendation against the underlying answers: how many people support it, and are blank responses affecting the comparison?

  4. Write a short decision note: the change to try, the supporting count, and one uncertainty to check in the next survey.

Availability: eligible Google Workspace or Google AI plans are required. Rapid Release rollout began November 2; Scheduled Release starts November 19, each taking up to 15 days. The button may not be visible yet.

TRENDING AI TOOLS

Four useful tools to try on a small task.

🎙️ seam: dictate into a Mac text field with a recording indicator at the top of the screen. The maker says speech processing stays on the device. Try a short note and check names before using it.

🎬 Kino: connect an AI assistant to search footage and edit projects through its desktop app. Start with one short clip and inspect the cut yourself. The free tier has a weekly tool-call allowance.

📈 Datastripes Data Stories: build a chart-led story from a spreadsheet, then edit its text and visuals. Use public data for the free public tier; private projects require a paid plan.

🧭 Quest: an iPhone AI app built around personal memory, relationship maps, and customizable mini-apps. Try a low-stakes planning question and check what it remembers before adding more context.

NEWS
Perplexity Teammates official announcement visual

Image: Perplexity

Instead of handing an agent a fresh task every morning, Perplexity wants you to give it a continuing responsibility. Teammates, announced November 6, can plan work, use connected tools, and follow up when something changes.

  • Define the job: specify the sources, the result you want, and when it should repeat. A teammate retains its role and context between conversations.

  • Handle several steps: it can divide a larger project among agents, use a browser and desktop, then bring the work back for review.

  • Know the limits: this is a research preview for individual Max subscribers on the web. Pro is not included; Enterprise plans do not get access by default. Usage draws on credits.

A sensible first brief: ask for a weekly comparison of changes on three public product pages, with dated links and a draft summary in your chat. Review a few runs before connecting more accounts.

QUICK AND FRESH

🛒 AI shopping still needs a check. Visa’s November 5 benchmark tested 22 models on 15 shopping challenges, with a 57.2% pass rate. It measures product selection and buy-or-don’t-buy decisions—not real-world checkout failure rates.

📦 Conductor Cloud users: export soon. The November 4 announcement sets read-only access for November 13 and shutdown for November 20, when Cloud data deletion begins. Use Settings → Account → Export data, or transfer a workspace to local.

🔎 Pangram adds visual clues. Its November 4 Image 1.0 release includes heatmaps for suspected AI-generated regions and video analysis. Treat detector output as a reason to investigate the original source, not proof on its own.

🧪 A test of messy lab evidence. OpenAI and Ligo introduced BioBasicsBench on November 6: 100 routine lab tasks involving raw experimental data. The evaluation also checks whether agents notice errors or recognize that the evidence is insufficient.

PARTNER WITH US

Building something useful with AI? Reach readers looking for practical tools and ideas. Explore sponsorship opportunities.

YOUR OPINION MATTERS

Which recurring task would you hand to AI first: keeping a tracker, making sense of a survey, or watching for updates? Reply and tell us what you’d want to check yourself.

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