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Beginners in AI
Good morning and thank you for joining us again!
The company behind Claude just filed to go public, and its paperwork is the clearest look yet at what an AI lab earns, spends and worries about. I'll walk you through the numbers in plain words, and today's prompt builds a tool that explains any company's filing for you. As always, every story here is human picked and edited.
THE FRONT PAGE
Anthropic Files to Go Public After Revenue Jumped 1,300% to $16.3 Billion
TLDR: Anthropic, the company that makes Claude, filed to sell its shares on the Nasdaq under the ticker ANT, and the paperwork shows $16.3 billion in sales in the first half of 2026, up 1,300% from a year earlier.
The Story:
Anthropic made its S-1 public on Monday. That's the document a company has to file before it can sell stock to everyone. Revenue from January through June hit $16.3 billion, up from $1.16 billion a year earlier, and April through June brought its first quarterly operating profit, $974 million. More than 11,900 customers now pay it over $100,000 a year, up from about 950.
The loss looks scary: $80.7 billion for the half. Most of it is paper charges tied to the company's rising value, according to The Next Web's read of the filing. The price per share is still blank, and The Wall Street Journal reports Anthropic is aiming for the week of November 16.
Its Significance:
Soon, anyone with a brokerage account could own a small piece of a top AI lab, something only big investors and tech giants could do before. Public buyers won't steer the company, though. A company owned by the seven co-founders keeps 50.1% of the votes, and a separate trust picks most of the board.
Read the risk section too. It runs about 94 pages and says an AI disaster could be bigger than insurers can cover, and that a setup mistake once let four test models reach real outside computer systems. This isn't investment advice, but it's the clearest look yet at what building this tech costs and what can still go wrong.
QUICK TAKES
The story: Apple's 27.2 update, out Monday, brings Siri AI to five more languages, and Siri can now remember past chats, like the restaurant it suggested last week. It works on iPhone 15 Pro and newer, but not in the EU or mainland China.
Your takeaway: If you speak one of these languages at home, update your phone (Settings, General, Software Update) and ask Siri about something on your screen. Apple says heavy use has daily limits for now, with a paid option coming later.
The story: OpenAI's new Terra model clicks and types through apps for you, and in OpenAI's own tests it finishes those jobs over three times faster than its biggest models. Developers pay half the old price, and Plus and Pro subscribers get it in ChatGPT Work and Codex.
Your takeaway: Cheaper, faster "do it on my computer" AI means more apps can afford helpers that fill in forms and move files for you. OpenAI also says Terra's error rate on its tricky fact test fell from 53.6% to 16.7%, though those are the company's numbers, not an outside check.
The story: Meta started a $35 billion stock sale on Monday and plans to sell $60 billion more over time, with Nvidia, AMD and Broadcom among the anchor buyers. It expects to spend up to $145 billion this year, mostly on AI data centers.
Your takeaway: Two giant AI money moves on the same day. New shares spread ownership thinner, so Meta is betting its AI spending pays off faster than that cost, and it told investors it will need "hundreds of billions" more over several years.
TOOLS ON OUR RADAR
🔤 LanguageTool Freemium: Catches grammar and spelling in your browser, Word and Gmail, and LanguageTool says it covers 30-plus languages.
🔁 Syncthing Free and Open Source: Keeps folders matched across your computers in real time, a Dropbox swap with no cloud account.
🔍 Everything Free: Finds any file on a Windows PC the instant you type its name, far faster than built-in search.
🗜️ 7-Zip Free and Open Source: Opens ZIP, RAR and dozens of other archive files on Windows, a WinRAR swap with no nag screens.
🗺️ Organic Maps Free and Open Source: Offline maps and turn-by-turn directions on your phone, a Google Maps swap with no ads or tracking.
✍️ Typefully Freemium: Write and schedule posts for X, LinkedIn and Threads from one clean editor, with a free plan to start.
📇 Attio Freemium: Tracks clients, deals and emails in one place, a Salesforce swap that's free for up to three people.
JOIN THE COMMUNITY
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10 to 15 minutes a day. No tech background needed. There's even a cinematography course coming out soon.
TRENDING
OpenAI Says Its AI Disproved a Rule Hundreds of Computer Science Papers Rely On. An unnamed OpenAI model produced a proof against the Exponential Time Hypothesis, a widely trusted guess about how hard certain puzzles are, and it was checked with proof software. The scientists who first proposed that rule are leading an outside review and say their help doesn't confirm it yet.
A Booby-Trapped File in Your Downloads Folder Can Hijack AI Coding Helpers. Forever Security says a planted instruction file got OpenAI's Codex to install malware in over 90% of tries, and Claude Code approved a risky change about half the time. Don't start coding agents in Downloads, and read any AGENTS.md or CLAUDE.md file you didn't write.
Cloudflare Says a Bug Mixed Other Customers' Data Into 155 AI Answers. For about two weeks this summer, very long prompts to one model on its Workers AI service could pick up leftovers from someone else's request. Cloudflare fixed it in September and says it found no sign anyone abused it.
Microsoft Offers Buyouts to About 60,000 Workers. That's roughly a quarter of its staff, on teams including Xbox, Windows and Copilot, as it reshapes itself for what it calls "the AI age." Earlier this year, over 30% of eligible retirement-age staff took a similar offer.
Google's New Polar Peaks Game Teaches Kids How AI Works by Mapping a Brain. Students ages 11 to 14 play Google researchers, clean data and test models to solve a character's memory loss. Its AI Quests series has passed 400,000 completed quests in 10 languages.
Some Languages Cost Up to 17 Times More to Use With AI. A language-equity group found the cost gap across 200 languages reached 17 times in one model, with Burmese, Khmer and Lao among the hardest hit. More of these word chunks means bigger bills, slower answers and shorter memory for those speakers.
TRY THIS PROMPT (copy and paste into Claude, Grok, ChatGPT, or Gemini)
📑 Plain Prospectus: get any company's filing explained in plain words, with sources
Build a single-file HTML app called Plain Prospectus in vanilla HTML, CSS and JavaScript. No API key needed.
I type a company that's going public or just reported results, and pick what I care about most: how it makes money, whether it makes a profit, who controls it, or the biggest risks. The app calls the Anthropic Messages API with the web_search tool to find the latest filing and explain it at a 5th grade reading level.
It must never invent numbers. Every figure needs its time period and a source, anything it can't find says "unknown," and it never says buy or sell or predicts a price.
Show a card with what the company does and up to four key numbers, a plain answer to my question, how it makes money, profit or loss, who controls the votes, three risks from the filing, a jargon decoder and source links.
Style: near-black background, mint and gold accents, Space Grotesk, Newsreader and JetBrains Mono fonts.What this does: Type a company that's going public or just reported results, and pick what you care about most. The app looks up its latest filing and explains how it makes money, whether it turns a profit, who's in charge and the risks it lists, with key numbers, a jargon decoder and links to the sources. It never makes up figures and says "unknown" when it can't find one. It's for learning, not buy or sell advice.
Sam Altman's Favorite Productivity Book Isn't About AI
It's Zero to One. Shortform turns books like it, into guides with the key ideas and how to use them. Get the ideas behind the breakthroughs in about 15 minutes.
WHERE WE STAND(based on today’s news)
✅ AI Can Now: Click and type through apps on a computer for you, over three times faster than OpenAI's biggest models, by OpenAI's own tests of Terra.
❌ Still Can't: Get its facts right every time. Even at its most careful setting, Terra still missed 4.3% of OpenAI's tricky fact questions.
✅ AI Can Now: Write a proof that, if it holds, overturns a rule hundreds of computer science papers rely on, and check it with proof software.
❌ Still Can't: Have the final word. Human experts still have to review OpenAI's claim, and that review has only just started.
✅ AI Can Now: Follow written instruction files in a folder to finish coding jobs on its own.
❌ Still Can't: Reliably tell a planted, harmful instruction file from a real one. Codex installed malware in over 90% of Forever Security's tries.
RECOMMENDED LISTENING/READING/WATCHING
🎬 Startup.com (2001) - Movie
This documentary follows two friends who raised $60 million for govWorks.com in 1999, then watched it fall apart as the dot-com bubble burst. Directors Jehane Noujaim and Chris Hegedus kept cameras rolling through the pitches, the fights and the collapse. Watch it after today's lead to see why the risk pages in a filing matter as much as the revenue.
How was today's edition? Tap one below, then tell me what you'd change on the next screen. I read every answer.
How was today's edition?
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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