AI's Scarcity and Side-Hustles
· The Fluency Briefing
The Fluency Briefing
Your Guide to What's Happening in AI and Why It Matters to You
Saturday, June 6, 2026
Your smart TV might be scraping the web for AI companies right now, and you'd never know it. Meanwhile, the RAM in your next PC build could cost double by December because AI datacenters are hoarding all the memory chips. This Saturday, we're pulling back the curtain on the invisible costs AI is stacking up across your home, your wallet, and the broader economy - and a few of the stories are genuinely wild.
Today in AI:
- Your Smart TV Has a Side Hustle - Security researchers found that Bright Data's SDK, embedded in consumer apps and smart TVs, turns your home devices into proxy nodes for AI web-scraping operations. The network reportedly spans 400 million residential IP addresses, routing data-harvesting traffic through your internet connection. Trusense In
- RAM Prices Could Double by Year's End - Lexar's regional manager says AI datacenter buildouts are gobbling up memory chip production from Samsung, SK hynix, and Micron. Any discounts you see now are just retailers clearing old stock before pricier inventory arrives. Fynydd
- The Fed Says AI Is Fueling Inflation, Not Fixing It - Several Federal Reserve officials warn that AI's demand-side costs - datacenters, GPUs, infrastructure - are arriving faster than any productivity gains. St. Louis Fed president Alberto Musalem called it "risky" to bet monetary policy on future AI productivity. Metaintro
- Google Rents SpaceX GPUs for $920M a Month - Google struck a deal to pay SpaceX $920 million monthly through 2029 for access to roughly 110,000 NVIDIA GPUs. Google called it "bridge capacity" to meet surging demand for Gemini Enterprise, but Alphabet's total capex commitments now exceed $180 billion this year. TechCrunch
- 84% of High Schoolers Use AI for Homework - and It's Not Going Great - A Stanford review of 800+ studies found only 20 high-quality ones measuring AI's impact on learning. The punchline: students produce better work with AI access, but those gains vanish - and sometimes reverse - when the tools are removed. Ed Gov
- xAI Got Caught Training on Claude's Outputs - Elon Musk's xAI reportedly used Anthropic's Claude to train its coding models for months, then kept going through workarounds after Anthropic cut off access. Meanwhile, xAI's pretraining team shrank to fewer than five people and the compute Musk built is now being rented to competitors. Anthropic
- Apple Takes Another Swing at Siri (Third Time's the Charm?) - WWDC 2026 on Monday will reportedly unveil a Gemini-powered Siri overhaul with personal context, onscreen awareness, and deep app integration. Apple is still settling a class-action lawsuit over misleading Apple Intelligence promises from 2024. The Verge
- An AI-Faked Presidential Speech Went Viral - and People Wanted It to Be Real - A fabricated speech attributed to Namibia's president denouncing corruption and foreign exploitation spread across social media before being debunked. The Guardian argues the enthusiasm reveals a global leadership vacuum that AI deepfakes are filling. The Guardian
Today's Takeaway:
Here's the thing about AI's costs: everyone talks about the sticker price of GPT subscriptions or Copilot licenses, but the real bill is showing up in places you'd never think to look. Your RAM is getting more expensive because Samsung and Micron are shipping chips to AI datacenters instead of consumer products. Your smart TV is quietly routing web-scraping traffic for AI training data. Google is paying nearly a billion dollars a month just to rent GPUs from SpaceX - a rocket company - because it can't build datacenters fast enough. According to Axios, Fed officials see these infrastructure costs driving inflation right now, while the productivity payoff remains theoretical.
Connect the dots between the TechCrunch SpaceX deal, the Fynydd RAM story, and the Fed's warning, and a clear pattern emerges: AI's demand for physical resources - chips, memory, power, bandwidth - is creating a supply squeeze that regular consumers and businesses are paying for, often without realizing it. The AI boom isn't just a software story. It's an infrastructure land grab, and you're subsidizing it through higher hardware prices, higher electricity bills, and devices in your home doing work you never agreed to. That's the hidden cost nobody put in the pitch deck.
✅ Your Checklist
- Is Your Tech Working For You or Against You? - [ ] Check your TV privacy settings today - go to Settings > Privacy and turn off 'data sharing' or 'interest-based ads' to limit what it collects about you.
- Google '[your TV brand] data collection opt out' and follow the official steps - takes under 5 minutes and reduces background tracking.
- Ask a free AI tool like ChatGPT: 'What personal data does [your smart device] collect, and how do I limit it?' - get plain-English answers instantly.
- Look up one app or tool you use daily and check if it has a free tier vs. a paid tier - automation tools often have free options that do 80% of what you need.
- Write down one repetitive task you do every week (like sorting emails or scheduling) and search '[task] + free automation tool' to see if an app already handles it.
💡 Small privacy and automation wins add up fast - spending just 10 minutes this week on these steps can save you hours and protect your data long-term.
The Bottom Line
The Pattern: AI's biggest costs aren't showing up on your software invoices. They're embedded in your RAM prices, your electricity bill, your smart TV's background activity, and the broader inflationary pressure that Fed officials are now openly flagging. The physical world is footing the bill for the digital one.
Why It Matters: If you're a business owner budgeting for the next year, your hardware refresh just got more expensive, your infrastructure costs are climbing, and the productivity gains everyone promised are still largely unproven. The companies selling you AI tools are spending billions just to keep the lights on - and those costs flow downstream.
Your Move: Check what's running on your smart devices this weekend. Seriously - review the permissions on your streaming apps and smart TV settings. Then take a hard look at any hardware purchases you've been putting off. If RAM prices really double by December, that upgrade you've been delaying just became urgent.
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