AI Productivity Brief: Microsoft's Copilot Super App, Google's AI Debugging, and AI Security Realities
What this edition covers
10 AI tools and development stories curated from seven sources on 31 July 2026, including Google says it fixed more Chrome bugs in June than over the past two years, thanks to AI; Microsoft confirms Copilot ‘super app’ coming this year; Document-borne AI worms can self-propagate through Copilot for Word.
This is a Pro briefing
The tools covered are listed below with their sources. The written summary and the “why this matters” workflow note for each one are part of the Pro edition.
Upgrade to Pro — €25/monthTools and stories covered
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1. TechCrunch AI
Google says it fixed more Chrome bugs in June than over the past two years, thanks to AI
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2. The Verge AI
Microsoft confirms Copilot ‘super app’ coming this year
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3. HackerNews
Document-borne AI worms can self-propagate through Copilot for Word
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4. Product Hunt
Sorinai
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5. HackerNews
LearnVector – Andrew Ng's AI company building one‑to‑one learning experiences
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6. The Verge AI
Mark Zuckerberg is planning a big push into personal AI agents
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7. TechCrunch AI
LinkedIn adds a button to report AI-generated ‘slop’
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8. MIT Tech Review
A fundamental flaw leaves LLMs strikingly vulnerable to attack
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9. HackerNews
Gemini Robotics 2 brings whole body intelligence to robots
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10. The Verge AI
Tim Cook hints at iCloud Plus tier for AI power users
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