Oct 30, 2026 · 6 min listen · Last updated October 30, 2026
From storyflo. This is your daily audio brief. It's Theo. October 30th, tech roundup — five stories, here's number one. Let's get into it. First, from Product Growth. How to Ace PM Interview Presentations and Homework in the AI Era.
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Daily Tech Brief · October 30th
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How to Ace PM Interview Presentations and Homework in the AI Era
I’ve been digging into why product‑manager interviews keep slipping homework into the mix, especially at AI‑heavy firms. The data I gathered from a mix of proprietary sources and dozens of interviews shows roughly forty percent of PM candidates hit a take‑home or presentation at least once, and between sixteen and thirty‑one percent of whole hiring processes actually require it. It’s not just the big names—companies from Amazon to Stripe, plus a lot of Series A‑D startups, are handing out these work‑samples.
What they’re asking falls into five loose buckets: a PRD, a strategy or roadmap, a case study, a walk‑through of a past project, and the newer AI‑prototype prompt. Each type forces you to demonstrate core PM thinking, but the real test is showing judgment that a generic AI answer can’t mimic. Recruiters look for three things: does your work beat what they already have, does it surface a fresh insight, and does it feel like you put the extra effort into research, writing, and polish.
Because the assignments are so varied, you can’t recycle a single template. The sweet spot is to internalize the company’s mindset, then craft a response that adds a personal angle—something only you could have produced. Extra research, clean organization, and a human‑touched voice often get flagged by detectors that look for AI‑generated text.
If you’re gearing up for one of these, the author’s “Homework Red‑Team” and “Anti‑AI” skills are the deep‑dive resources that break down two full examples, complete with PDFs and step‑by‑step process. The free recap gives you the landscape; the paid bits hand you the actual playbooks to ace the next take‑home.
AI: Apple CEO Ternus’ design & supply chain pragmatism in AI. AI-RTZ #1255
Apple has been on a tear. Eight weeks into John Ternus’s tenure as CEO, the company has rolled out a flurry of new products: the iPhone Duo, Apple’s first foldable, the HomeView smart display, a new iPad mini and M6 Macs. And this week, the one Apple said it would never make: an epochal Mac with a touchscreen. Steve Jobs himself made the canonical Apple case against touch on Macs over sixteen years ago: So the media of course is all abuzz with this week’s introduction of high-end MacBook Pros with touchscreens, at unprecedented prices for laptops that START at $2,899.
‘The Gang’s All Here’ in AI. Amazon, SpaceXSI & Nvidia. ARD #196
Today’s theme is ‘The Gang’s All Here’, in AI land. As in the old song, everyone who matters has shown up, at least for this week. Google and Microsoft, the number three and number two global cloud providers, reported their quarters on Wednesday. Google lost about half a trillion dollars of market value over how it’s spending through its free cash flow; Microsoft was rewarded for being a bit more tempered. On Thursday the leader, Amazon and its AWS, reported, and the market didn’t like its results much either. All in this AI Tech Wave.
Polymarket Halted International Trading After Hackers Drained Accounts
An anonymous reader quotes a report from Wired: Trading has resumed on Polymarket's flagship international platform after a hack that drained money from the wallets of some traders. A third-party vendor based in the United Kingdom was breached, not the prediction market's website itself. Law enforcement in the UK have been notified of the incident, the company said. Trading was initially paused while the company investigated for several hours.
Your AI agents are making decisions faster than your teams can review them. Governance requires the same speed. In order to accomplish their given tasks, agents gain access to new applications and business data around the clock. But every autonomous decision raises a question you’ll eventually have to answer: Can you prove the agent acted within policy? More than half of enterprises are already deploying agentic AI, according to research by Omdia. This growing reliance on AI agents is creating a trust deficit that makes governance and accountability an immediate CIO priority.
The AI trust deficit: Why explainability, not more automation, is the CIO’s next priority
An AI trust deficit occurs when an organization deploys autonomous AI agents faster than it can prove those agents are acting within policy. It’s the gap between what AI agents are doing and what CIOs can clearly explain to a board, auditor, or regulator. Closing that gap requires audit-ready context: evidence showing who owns an agent, what it can access, and which policies governed its decisions. This gap is widening quickly.
Pixel Watch owners report severe battery drain across multiple generations
Even solid hardware can still have problems when the software isn't tuned properly. We've seen this many times over the past decade, affecting phones, smart home products, tablets, computers, and even smartwatches. And the worst thing about all of this is that it can all change overnight.
You don’t need to believe in a god to get a religious exemption from using AI at work
Pope Leo XIV has decried AI as a threat to human dignity, but it’s not just the devoutly faithful who might worry about how AI squares with their beliefs. David Durman, a nontheistic Humanist, recently secured a religious exemption from using AI in the workplace. “Humanism is a collection of beliefs about the human experience and how humans interact with the world,” Durman, a University of Kentucky administrator, told TechCrunch.
Here’s Why You’re About to See More Ads in Google’s AI Overviews
If you happened to listen to Alphabet’s quarterly earnings call on Wednesday, you might have heard that searches are up, but ad revenue is down. According to Google Chief Business Officer Philipp Schindler, search ad revenue growth slowed in the third quarter of 2026 because user queries are migrating to AI Overviews and AI Mode, which suffer from “lower monetization.” You actually know how this works.
This Pixel 9 Pro Fold owner got a repair swap upgrade nobody expected
Google has a pretty good repair program for its Pixel devices. The brand doesn't have many physical locations worldwide to handle repairs, but it partners with third-party repair locations to provide service where it's needed. Customers can also send in their devices to Google for repair. I've done this before, and it was a pretty painless process. In fact, they just sent me a refurbished replacement, which I was okay with.