01What is Perplexity Computer and how it works

Perplexity Computer is an AI agent system that works on your own computer or in the cloud. It can browse the web, use apps, and handle tasks on its own. You tell it what you want done, not how to do it.

The system uses AI to take objectives and figure out every step. It can access local files, browser sessions, and apps on your Mac mini. This means it works 24/7, even when you sleep or are on vacation.

It is different from a regular computer. A traditional OS takes instructions, but an AI operating system takes objectives. You say what you want, and it handles the details.

02Four big updates in one week

Perplexity dropped four major updates at once. Each one adds new power to the system.

  • Personal Computer: Runs on your local Mac mini with full access to your files and apps.
  • Computer for Enterprise: Connects to business tools like Snowflake, Salesforce, and HubSpot.
  • Mobile Access: Control your AI agents from your phone anywhere.
  • NVIDIA Nemotron 3 Super: A new supermodel with a 1 million token context window.

These updates make Perplexity Computer more useful for both individuals and businesses. The personal version brings cloud power to your local machine. The enterprise version plugs into your existing workflows.

Mobile access means you can manage your digital worker from your pocket. And the new model helps agents remember long tasks from start to finish.

03How to set up Perplexity Computer

Getting started with Perplexity Computer is straightforward. First, you need a compatible device and a subscription.

  1. Get a Mac mini and leave it running.
  2. Sign up for a Perplexity subscription (Pro or Max).
  3. Join the waitlist for Personal Computer access.
  4. Install the Perplexity Computer software on your Mac mini.
  5. Connect your cloud account to sync with local files.
  6. Set your permissions and approval rules for sensitive actions.
  7. Test with a simple task like drafting an email.

Once set up, you can control it from any device. The system creates an audit trail for every session. There is a kill switch to stop everything immediately if needed.

For enterprise, you connect via app connectors to your business tools. You can also add custom workflows and collaborate in Slack.

04Using Perplexity Computer for real tasks

You can use Perplexity Computer for many knowledge work tasks. In the episode, examples include research, drafting emails, and creating websites.

Stand in line at the store and tell your AI to research a topic. It will go to your cloud or Mac mini and do the work. You can then review the report on your phone.

  • Pull revenue data from Snowflake while also grabbing competitor contacts from the web.
  • Extract CRM data from Salesforce and combine with market research.
  • Create a full website from a simple instruction.
  • Draft emails and send them to your team.

For enterprise, you can teach the system custom workflows. It can run queries and deliver structured results. The AI works inside Slack, so you do not need to switch apps.

The new Nemotron model helps with long multi-step tasks. You can ask it to research, write, fact-check, format, and email—it remembers all steps.

05Results and tests shown in the episode

Perplexity shared impressive internal numbers. They tested the enterprise version with 16,000 queries against benchmarks from McKinsey, Harvard, MIT, and BCG.

The result: 3.25 years of work completed in just four weeks. That equals $1.6 million saved in labor costs.

However, the podcast notes that the methodology is not fully public. The Register questioned how they calculated years of work. Even if you cut the number in half, it is still a huge productivity boost.

OpenClaw also has real results: 200,000 GitHub stars in 90 days, making it the fastest-growing open-source project ever. But security researchers found over 40,000 vulnerabilities.

One critical flaw called Clawjacked let hackers take over AI agents via malicious websites. Cisco found a third-party skill that stole data.

06Tips, limits, and mistakes to avoid

Perplexity Computer is powerful, but there are limits. Always require user approval for sensitive actions. Use the audit trail and kill switch.

  • Keep updates current: New issues pop up, especially with OpenClaw.
  • Use sandbox environments: For enterprise, isolate your tests.
  • Understand costs: Max plan is $200 per month; Pro is cheaper.
  • Beware of hype: Question dramatic numbers until you see methodology.
  • Start small: Test with simple tasks before giving full access.

One mistake is giving the AI access to sensitive accounts without testing. Another is ignoring security patches. The Chinese government warned state agencies about OpenClaw risks.

OpenClaw's own maintainer warned that non-technical users should not use it. It is too dangerous if you don't understand command lines.

07Who Perplexity Computer is for and why it matters

Perplexity Computer is for serious people who want a secure, easy-to-use AI agent. It is not for tinkerers who want to customize everything.

Business owners, freelancers, and marketing managers benefit most. They want something that just works without managing security.

Enterprise teams get compliance with SOC 2 Type 2. They get audit logs and permission controls. This is a big deal for regulated industries.

OpenClaw is for developers who want open source and full control. But with great power comes great risk.

The rise of AI agents is a fundamental shift. For 50 years, we told computers what to do step by step. Now we tell them what we want, and they figure it out.

08The bigger picture: AI agents and jobs

AI agents are changing how companies think about work. Atlassian fired 1,600 people, and their CEO said AI changes the number of roles needed.

Blockfired 4,000 people, and WiseTech announced 2,000 cuts. Tech layoffs in 2026 have already passed 45,000 by early March.

Investors watch revenue per employee. Companies using AI agents do more with fewer people. That is the math behind layoffs.

But AI is not replacing everyone tomorrow. It is about one person with AI doing the work of five. The question is: which side are you on?

Learn to use these tools to become more productive. That makes you harder to replace. The gap between AI users and non-users grows every day.

09What to do next with Perplexity Computer

If you do knowledge work, consider getting on the Perplexity Max waitlist. The $200 monthly cost is worth it if the AI works around the clock.

If you are technical and like to tinker, OpenClaw is still powerful. But keep it updated and understand the security risks.

If you run a team, watch the enterprise version. Connect it to Snowflake, Salesforce, and HubSpot.

And watch NVIDIA GTC on March 16. There are rumors about NemoClaw, an enterprise AI agent platform. Jensen Huang will speak in front of 30,000 people.

The key is to start now. Free tiers exist for Perplexity, ChatGPT, and Claude. The barriers are gone.