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Meta AI Can Now Plan Tasks, Connect Apps and Build Presentations

Powered by Muse Spark 1.1, Meta AI is beginning to handle multi-step tasks, connect with email and calendar apps, produce slides and deliver recurring briefings.

Original editorial illustration for Meta AI Can Now Plan Tasks, Connect Apps and Build Presentations
Original TOOLSAURA editorial illustration. It is not a documentary photograph.
Editorial disclosure: This is an independently written explainer based on the cited primary sources. Confirmed facts and TOOLSAURA analysis are separated inside the article.

Quick answer

Meta says its AI assistant can now move beyond answering questions and perform multi-step work. Powered by Muse Spark 1.1, Meta AI can make plans, connect with email and calendar services, create presentations, conduct web research and deliver recurring briefings in supported markets.

Editorial illustration about Meta AI task automation: what changed
Original TOOLSAURA illustration: What changed.

What the new Meta AI can do

The updated assistant is designed to follow a task from planning through completion. Meta’s examples include creating a training schedule, planning a dinner around calendar availability, researching a topic, preparing a slide deck and producing a mood board for a home project.

Users can also set recurring tasks. A daily briefing might combine calendar events with relevant updates, while a weekly plan could arrive at a chosen time without the user repeating the request. Meta says generated reports, plans and presentations are stored in one place so people can revisit and refine them.

Another notable feature is real-time steering. A user can change the scope, tone or direction while a report or presentation is being prepared. That approach may make the system feel more collaborative than a traditional submit-and-wait workflow.

Why app connections matter

An assistant becomes more useful when it can act on personal context, but that same access raises the stakes for privacy and security. Email and calendar data can contain sensitive information about work, travel, health and relationships.

Users should review which accounts are connected, what permissions are granted and whether a task requires confirmation before an external action. A system that drafts a message is lower risk than one that sends it without a final review.

Editorial illustration about Meta AI task automation: practical impact
Original TOOLSAURA illustration: Practical impact.

Research and presentation features

Meta says the assistant can synthesise information from the web, research papers and content shared across its platforms. That breadth may help users gather perspectives quickly, but it also introduces source-quality challenges. A useful report should distinguish primary evidence from opinions, creator content and automatically generated summaries.

Slide generation can save time, especially for early drafts. However, users remain responsible for checking numbers, quotations, licensing and visual claims before presenting material publicly. A polished layout can make an unsupported claim look more credible than it is.

Safety and control questions

Meta says private Incognito chats are available and that users choose how they use the assistant. The announcement also says the new capabilities are rolling out in select markets, with expansion to more countries and surfaces, including WhatsApp, expected later.

The practical safety test will be how the system handles permissions, errors and ambiguous instructions. Strong safeguards should use clear confirmations for sensitive actions and make it easy to inspect what data was accessed.

Editorial illustration about Meta AI task automation: risks and limitations
Original TOOLSAURA illustration: Risks and limitations.

TOOLSAURA analysis

Meta is positioning its assistant as an agent: software that can plan, use tools and maintain recurring workflows. The competitive advantage may come less from a single model score and more from integration with apps, social context and the ability to complete useful routines.

The biggest risk is over-trust. Users may assume that a confident report is complete or that an automated plan has considered every constraint. The safer approach is to treat the assistant as a capable draft partner and verify consequential outputs.

Businesses considering the tool should start with reversible, low-risk tasks. Examples include research outlines, meeting preparation and draft presentations. Sending communications, making purchases or changing schedules should retain human approval.

What to watch next

Watch for the list of supported countries, exactly which email and calendar providers are available, enterprise controls, audit logs and the confirmation process for sensitive actions.

Editorial illustration about Meta AI task automation: next milestones
Original TOOLSAURA illustration: What to watch next.

This article summarises Meta’s official product announcement. TOOLSAURA has not independently tested the complete rollout in every market.

FACT-CHECK & UPDATE NOTE

Fact-checked against official primary sources published or available on 24 July 2026. Product features and availability may change after publication.

PRIMARY SOURCES

Sources used for this article

  1. Meta Newsroom — Meta AI Doesn’t Just Think, It Acts
  2. Meta Newsroom — AI updates
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