We first fine-tune the model to follow instructions, stay within guardrails, and keep language consistent. Then we run on‑policy RL to improve search accuracy and tool efficiency while preserving those behaviors.
@perplexity_ai
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New Research: SFT+RL Pipeline Boosts Search-Augmented AI Accuracy
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We've published new research on how we post-train models for accurate search-augmented answers. Our SFT + RL pipeline improves search, citation quality, instruction following, and efficiency. With Qwen models, we match or beat GPT models on factuality at a lower cost.
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Claude Opus 4.7 Now Powers Computer Orchestration Platform
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Claude Opus 4.7 is now the default orchestration model powering Computer. It's also available for Max subscribers on Perplexity web, iOS, and Android.
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Perplexity Mac App Update with Personal Computer Features
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Download the updated Perplexity Mac app with Personal Computer:
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Apple Personal Computer AI Agent Mac Mini Background Operations
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When set up on a Mac mini, Personal Computer can run 24/7 in the background across all your apps and files. Start a task from your iPhone, and Personal Computer can operate on your desktop and local files using 2FA. Requires the latest iOS update from the App Store.
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Apple Personal Computer Agent Integrates with Native Mac Applications
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Personal Computer securely connects to any folder to search, read, and write files locally. It can access and work across iMessage, Apple Mail, Calendar and other native Mac apps.
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Perplexity Releases Personal Computer for Mac App Integration
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Today we're releasing Personal Computer.
— Perplexity (@perplexity_ai) 16 avril 2026
Personal Computer integrates with the Perplexity Mac App for secure orchestration across your local files, native apps, and browser.
We’re rolling this out to all Perplexity Max subscribers and everyone on the waitlist starting today. pic.twitter.com/kxgFQFo7BBToday we're releasing Personal Computer. Personal Computer integrates with the Perplexity Mac App for secure orchestration across your local files, native apps, and browser. We’re rolling this out to all Perplexity Max subscribers and everyone on the waitlist starting today.
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Perplexity Adds Portfolio Access and Account Linking Features
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All users can link their accounts, access the portfolio page, and ask Perplexity about their finances. Computer tasks are exclusive to Pro and Max subscribers. Read more:
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Computer Adds Plaid Integration for Comprehensive Financial Management
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Computer now connects with Plaid to link bank accounts, credit cards, and loans.
— Perplexity (@perplexity_ai) 9 avril 2026
Track spending in detail, build custom budget tools, and visualize your net worth alongside your investment portfolio. pic.twitter.com/m9nws4VjKOComputer now connects with Plaid to link bank accounts, credit cards, and loans. Track spending in detail, build custom budget tools, and visualize your net worth alongside your investment portfolio.
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Top 10 Teams to Present Business Projects Live June 9
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The top 10 teams will present their working business live on June 9. Register: