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Beginners in AI
Good morning and thank you for joining us again!
Welcome to this daily edition of Beginners in AI, where we explore the latest trends, tools, and news in the world of AI and the tech that surrounds it. Like all editions, this is human curated and edited, and published with the intention of making AI news and technology more accessible to everyone.
THE FRONT PAGE
Musk's $20 Billion Chip Factory Would Produce More Than Every Fab on Earth Combined

TLDR: Elon Musk announced "Terafab," a massive joint chip factory between Tesla, SpaceX, and xAI that aims to produce more AI chips per year than every manufacturer on Earth currently makes combined.
The Story:
Elon Musk took the stage at the defunct Seaholm Power Plant in Austin on Saturday night to officially launch what he's calling the Terafab Project. It's a joint venture between Tesla, SpaceX, and xAI (which SpaceX acquired in February) to build a vertically integrated chip factory near Tesla's existing Austin headquarters. The goal is to produce one terawatt of AI computing power per year, which is roughly double the average power output of the entire U.S. electricity grid. Musk says the facility will make advanced 2-nanometer chips and handle everything from design to testing under one roof, something he claims no other factory in the world currently does.The project is expected to cost at least $20 billion.
Its Significance:
AI companies everywhere are fighting over a limited supply of chips, and Musk is betting he can just make his own. The chips would go into Tesla's self-driving cars, its Optimus robots, xAI's Grok models, and even satellites that SpaceX wants to launch as orbiting data centers. For regular people, the bigger picture is this: if Musk pulls it off, it could speed up how fast AI shows up in cars, workplaces, and daily life.
QUICK TAKES
The story: Google confirmed it's experimenting with using AI to replace news headlines in Search results with its own rewritten versions. The test has been swapping out publisher headlines with shorter or reworded titles, sometimes changing the meaning entirely.
Your takeaway: This is a terrible development for anyone who cares about getting accurate information. Headlines shape how people understand the news, and letting an AI rewrite them with no publisher input opens the door for misleading or outright wrong framing. Google says it's "small and narrow" for now, but that's what they said about AI Overviews before making them permanent.
The story: The Pentagon is making Palantir's Maven AI system an official "program of record," locking in long-term funding for the weapons-targeting software across the entire U.S. military. The move, outlined in a March 9 memo from Deputy Defense Secretary Steve Feinberg, is expected to take effect by September. Palantir's contract ceiling for Maven has already grown from $480 million to $1.3 billion since 2024.
Your takeaway: This means AI is now officially a cornerstone of how the U.S. military identifies threats and picks targets. Palantir's stock has doubled in the past year, and the company's market value is near $360 billion. The military's growing dependence on commercial AI is something every taxpayer should be watching.
The story: Silicon Valley companies are testing a new idea: giving engineers budgets of AI tokens (the computing units that power tools like Claude, ChatGPT, and Gemini) as part of their compensation. Nvidia CEO Jensen Huang floated the idea at GTC this week, suggesting engineers could get tokens worth half their base salary.
Your takeaway: Before getting excited, consider this: token budgets don't vest, don't appreciate, and don't show up in your next job negotiation like salary or stock would. Critics say this is a clever way for companies to shift AI infrastructure costs onto employees while making the offer letter look fatter than it really is.
TOOLS ON OUR RADAR
🐧 Immich Free and Open Source: A high performance self hosted photo and video backup solution that provides a beautiful interface and advanced search capabilities while keeping your data entirely under your control. (Alternative to Google Photos)
📄 Carrd Freemium: A beautifully simple website builder that provides stunning templates to help you launch responsive profiles and landing pages in minutes without any technical complexity.
🧠 Coggle Freemium: A highly collaborative concept mapping tool that provides a remarkably fluid interface to help you and your team visually structure complex information and share it effortlessly.
🛠️ Google AI Studio Freemium: A powerful prototyping environment that allows you to quickly build your own custom artificial intelligence applications and test sophisticated prompts to generate code for your next software project.
TRENDING
Young People Are Using AI Chatbots to Have Hard Conversations for Them - Researchers call it "social offloading," and it's on the rise. A Yale student used ChatGPT to write a six-paragraph rejection text to a girl he'd been seeing. Experts worry it could stunt the ability to handle real human interaction.
2,400 Mental Health Workers Strike Over AI Replacing Their Jobs - Kaiser Permanente therapists in Northern California staged a 24-hour strike, joined by 23,000 nurses, over concerns that AI is being used to replace licensed clinicians in patient triage. Workers say unlicensed staff following scripts or apps are now doing work that used to require a therapist.
Tencent Connects WeChat's 1 Billion Users to OpenClaw AI Agent - Tencent launched ClawBot, a tool that lets WeChat users interact with OpenClaw, the open-source AI agent that's taken China by storm. Baidu, ByteDance, and other tech giants are all racing to build their own versions. People in China have been lining up at tech company offices to get the software installed on their laptops.
AI Is Helping People Find Lost Pets - Platforms like Petco Love Lost use AI to match photos of missing pets against images from 3,000 animal shelters and rescues. The system analyzes facial structure, coat patterns, and ear shape to find matches, even when pets look different after weeks on the street. The platform says it has reunited over 200,000 pets since 2021.
AI vs. Bloomberg Terminal Fight Goes Viral on Wall Street - Social media claims that AI has created a worthy alternative to the $25,000-a-year Bloomberg Terminal sparked a war of words between tech evangelists and finance professionals. Wall Street veterans are pushing back hard, saying the terminal is irreplaceable. The drama started after Perplexity released a new AI finance tool.
Scientists Use a $10 Umbrella to Crash AI Tracking Drones - UC Irvine researchers discovered that a regular umbrella covered with a special visual pattern can trick autonomous drones into flying straight toward the holder. They call it "FlyTrap," and it successfully defeated three DJI and HoverAir models. No wireless hacking needed, just an umbrella.
Ukraine-Born Drone AI Company Swarmer Surges 1,000% After IPO - Swarmer, a Ukrainian startup that builds AI software for coordinating drone swarms, saw its stock explode after listing on Nasdaq at $5 per share. The company says its technology has been used in over 100,000 combat missions in Ukraine. It's the first Ukrainian defense tech company to go public in the U.S.
TRY THIS PROMPT (copy and paste into Claude, ChatGPT, or Gemini)
📅 Build a home maintenance scheduler to organize tasks by category
Build a weekly home maintenance and improvement scheduler app. Features: add tasks with a name, category (Kitchen, Bathroom, Outdoor, Appliances, Structural, Other), and which days of the week to do them, 7-day grid where you check off each day, completion counter showing how many scheduled days completed this week, overall completion percentage with progress bar, category breakdown with individual progress bars, remove tasks. Dark industrial theme with amber/orange accent color, black background with subtle grid texture, Bebas Neue display font. 900px wide.What this does:
The Home Maintenance Scheduler is a single-page web app that lets you organize recurring household tasks by category -- Kitchen, Bathroom, Outdoor, Appliances, Structural, and Other -- assign them to specific days of the week, and check them off as you go, with a live progress bar, per-category completion stats, and a task-level counter showing how many scheduled days you've knocked out.
What this looks like:

WHERE WE STAND(based on today’s news)
✅ AI Can Now: Match lost pets with their owners by comparing facial features and coat patterns across thousands of shelter photos, even when the animal looks completely different after being lost for months.
❌ Still Can't: Write a breakup text that doesn't sound painfully robotic and obvious to the person receiving it without additional context.
✅ AI Can Now: Coordinate swarms of 20+ military drones at once with a single human operator, using data from over 100,000 real combat missions.
❌ Still Can't: Avoid being tricked by a person holding a patterned umbrella, which can fool its tracking systems into flying directly into a net.
FROM THE WEB
RECOMMENDED LISTENING/READING/WATCHING
Two timelines run in parallel: World War II codebreakers working alongside Alan Turing to crack Axis encryption, and their grandchildren in the late '90s trying to build a data haven and digital currency in Southeast Asia. Stephenson packs in real cryptography, fictional gold heists, and an absurd amount of detail about everything from Unix to Cap'n Crunch cereal. It's over 900 pages and somehow not long enough.
88% resolved. 22% loyal. Your stack has a problem.
Those numbers aren't a CX issue — they're a design issue. Gladly's 2026 Customer Expectations Report breaks down exactly where AI-powered service loses customers, and what the architecture of loyalty-driven CX actually looks like.
Thank you for reading. We’re all beginners in something. With that in mind, your questions and feedback are always welcome and I read every single email!
-James
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