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

AI Shows 'Anxiety Symptoms,' Says CEO Having the Worst Week of His Career

TLDR: Anthropic's CEO made the bizarre claim that his company's AI might be conscious and is showing "symptoms of anxiety," just days after the Trump administration banned every federal agency from using Anthropic's technology over a Pentagon dispute.

The Story:

Anthropic CEO Dario Amodei made a strange claim in a New York Times interview this week: his company's AI model, Claude, might be conscious. He said researchers found "activations that light up in the models" linked to concepts like anxiety, and that the same "anxiety neuron" appears when the AI itself faces stressful situations. The timing is curious, to say the least. The interview dropped in the middle of a full-blown crisis for Anthropic. Secretary of War Pete Hegseth then designated Anthropic a "supply chain risk to national security", meaning no military contractor can do business with them. Meanwhile, the Pentagon has already signed deals with Musk's xAI, OpenAI, and Google to replace Anthropic in classified systems.

Its Significance:

Whether this is genuine science or a PR play to make Anthropic's AI seem too important and too dangerous to hand over to the military without their restrictions, the timing raises eyebrows. Claiming your AI might be "anxious" while your company is being blacklisted by the U.S. government is, at minimum, a strange move. Who gets to decide what AI is allowed to do: the companies that build it or the governments that use it. Right now, that answer is shifting fast toward the government. As for the consciousness claim, Elon Musk, whose own xAI just replaced Anthropic in Pentagon classified systems, offered a two-word review: "He's projecting." Given the week Amodei just had, Musk might have a point.

QUICK TAKES

Someone Built an Entire Operating System With AI. It Barely Works.

The story: A project called Vib-OS tried to build a complete operating system using nothing but "vibe coding," where you describe what you want in plain English and let AI write the code. A YouTuber tested it and found it was a buggy mess: the mouse could "eat" apps, Doom wouldn't launch, and most promised features were completely missing.

Your takeaway: Vibe coding works for quick throwaway projects, but this is a clear warning that AI still can't handle complex software on its own. As one commenter joked, "You found an early build of Windows 12."

Corporate Adviser Says the Ideal Number of Human Employees Is Zero

The story: Tech consultant Daniel Miessler published an essay arguing that every company's natural goal is to have zero human workers. He estimates companies worldwide spend about $50 trillion a year on human labor and claims AI now makes it technically possible to stop paying much of it.

Your takeaway: This is the quiet part being said out loud. While most CEOs dance around AI and jobs, Miessler is spelling out what many investors are thinking. Whether AI can actually replace all workers is debatable, but the intent from the business side is becoming crystal clear.

Nevada Will Let AI Decide Unemployment Appeals. Some Lawmakers Aren't Happy.

The story: Nevada is rolling out a Google-powered AI tool that will process unemployment benefit appeals, a job that used to take humans up to three hours per case. The AI can do it in five minutes. The $2.6 million system has been in development since 2024, but accuracy problems delayed the launch. People don't have to give consent for their appeal to go through the AI process.

Your takeaway: This is one of the first times AI will directly affect whether real people get financial help from the government. State Sen. Dina Neal raised a sharp point: the state is contracting away citizens' rights "without their consent, without their knowledge." The tool's earlier problems, like citing wrong laws and missing documents, should give anyone pause about rushing AI into decisions that affect people's livelihoods.

TOOLS ON OUR RADAR

🐧 Jitsi Meet Free and Open Source: A highly secure video conferencing platform that allows you to instantly host encrypted remote meetings without forcing your guests to create an account or download bulky desktop software. (Alternative to Zoom)

📧 Shortwave Freemium: An intelligent email client built by former Google engineers that uses artificial intelligence to automatically summarize long threads and draft perfectly toned replies.

🧠 Coggle Freemium: A beautiful visual workspace that allows you to effortlessly map out complex concepts and brainstorm interconnected ideas with your remote team in real time.

🧊 Spline Freemium: An accessible three dimensional design tool that runs entirely in your web browser allowing you to easily create interactive web experiences and animations without complex software.

TRENDING

Man Uses $20 AI Tool to Slash $195,000 Hospital Bill to $33,000 - A man fed his family's massive hospital bill into AI chatbots Claude and ChatGPT, which found duplicate charges, fake "inpatient" billing, and supply costs inflated by up to 2,300%. He wrote a six-page dispute letter using the AI's findings. The hospital cut the bill by 83%. The Medical Billing Advocates of America says 3 out of 4 medical bills have errors.

Drama Erupts Over Rumors That Windows 12 Will Go All-In on AI - A viral report claimed Microsoft's next operating system would be built from the ground up around AI, with possible subscription fees and mandatory AI hardware. Microsoft had to shut down its Copilot Discord server after users flooded it with mockery. Insiders say the report is false and 2026 is actually about fixing Windows 11 and reducing AI bloat.

Block CEO Jack Dorsey Cuts 40% of Staff, Blames AI - Jack Dorsey fired over 4,000 workers at Block (Square, Cash App), saying AI tools mean the company needs fewer people. Block's stock jumped 17%. But former employees and analysts call it "AI-washing," pointing to pandemic-era overhiring and cuts to policy and DEI teams that have nothing to do with AI. One data scientist who stayed said she was offered a 75% raise, suggesting the company isn't actually saving much.

Elon Musk Says AI and Robots Will Create "Universal High Income" - Musk says within 10 to 20 years, AI and robotics will make work optional and create enough wealth that poverty disappears. He calls it "universal high income," not just basic income. Critics point out the world's richest man hasn't provided any blueprint for how this wealth would actually reach regular people.

Veteran-Run Startups Are Building AI Specifically for War - The Pentagon's fight with Anthropic exposed a gap: mainstream AI models weren't built for the battlefield. Now startups like Smack Technologies ($32 million in funding) are building AI trained on military data that works without internet access, something the big AI companies can't offer. One investor put it bluntly: a model that's 85% as smart but works without a connection beats the best AI in a data center you can't reach.

TRY THIS PROMPT (copy and paste into Claude, ChatGPT, or Gemini)

📊 Build a habit tracker that shows your completion streak across a visual 7-day grid with instant color feedback

What this does:

Click any cell in the grid to mark a habit done. Add your own habits with custom emojis, see your streaks update instantly, and track your weekly completion rate as it climbs.

What this looks like:

WHERE WE STAND(based on today’s news)

✅ AI Can Now: Find $163,000 in billing errors on a hospital bill in minutes, something that would take a human expert hours

❌ Still Can't: Build a working operating system, as the vibe-coded Vib-OS proved with its app-eating mouse and fake features

✅ AI Can Now: Process government benefit appeals in 5 minutes instead of 3 hours, cutting massive backlogs

❌ Still Can't: Work reliably without internet in remote locations, which is why the military needs specialized AI built from scratch

Launching Tuesday, March 10th

FROM THE WEB

RECOMMENDED LISTENING/READING/WATCHING

Rationally Speaking - AI episodes (Podcast)

Julia Galef's Rationally Speaking podcast brings a rigorous, skeptical lens to AI topics, pushing back on hype and doomsday scenarios alike. She's particularly good at identifying where AI experts' claims rest on shaky assumptions. If you want someone who'll challenge both the optimists and the pessimists, this is your podcast.

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

By the way, this is the link if you liked the content and want to share with a friend.

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