Learning Brief — 2026-10-16

What we covered

• AI news: AI & Tech Developments
• PM news: From Ravi Mehta — Ravi on Product: PRD or Prototype: Which should start with when it comes to building products with AI?
• PM learning: From Ravi Mehta — Ravi on Product: PRD or Prototype: Which should start with when it comes to building products with AI?

Mental model

Make the next experiment small enough to learn quickly.

Summary

ZDNet — AI: Have a Meta business account? You’re consenting to AI scraping now, legal experts say. And there’s no opt-out available. MIT Technology Review — AI: Roundtables: A Conversation With the Creator of AI-Designed Viruses. Listen to the session or watch below Can AI design new life forms? In 2025, Stanford University PhD student Samuel King came up with a preliminary answer when he used a generative AI model to propose genetic blueprints for microscopic viruses. It isn’t yet an example of AI-generated life, but that c TechCrunch — AI: India becomes the latest country to report rogue AI agent activity. The agents got in through credentials and connection settings left exposed in app configurations, public code repositories, and overly permissive cloud roles. ZDNet — AI: Munich dumps proprietary for open source (again) – but no Linux desktop. Open source in the public sector doesn’t fail because of technical issues. It fails because it’s not aligned with the political agenda ZDNet — AI: Anthropic gives third-party auditors ’employee-like access’ in AI industry first. As AI labs continue to self-regulate, external evaluators play a crucial role in spotting risks. ZDNet — AI: Want an iPhone Duo before 2027? Don’t preorder from Apple – try this instead. Estimates for Duo preorders are now showing a ship date of late January, marking a new wait time record for Apple and its customers.

Today's PM news comes from Ravi Mehta — Ravi on Product. The story is PRD or Prototype: Which should start with when it comes to building products with AI?. For a senior PM, the key takeaway is to watch how product decisions and strategy plays out in practice — not just the headline, but the reasoning behind it.

Today's PM learning comes from Ravi Mehta — Ravi on Product. The core idea is PRD or Prototype: Which should start with when it comes to building products with AI?. What matters for a senior PM is translating the idea into a repeatable habit: define the user problem clearly, pick a metric that actually reflects value, identify the riskiest assumption, and make the next experiment small enough to learn quickly. Good PM content is rarely magic. It is usually disciplined prioritisation dressed up in nicer prose.