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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
ChatGPT Is Now Free for Every U.S. Doctor (And Claims to Beat Them at Certain Things)
TLDR: OpenAI launched a free version of ChatGPT for U.S. doctors that scored better than actual physicians on a new clinical benchmark.
The Story: OpenAI released ChatGPT for Clinicians on Wednesday, a free tool for verified U.S. doctors, nurse practitioners, physician assistants, and pharmacists. It's built on GPT-5.4 and trained specifically for medical work like writing referral letters, reviewing medical research, and drafting patient notes. A 2026 American Medical Association survey found 72% of doctors now use AI in their practice, up from 48% last year. OpenAI also released HealthBench Professional, a new test that grades AI models on real clinical tasks. On that test, the new tool beat every other OpenAI model, rival models from Anthropic and Google, and even human doctors given unlimited time and web access. Physician advisors have reviewed over 700,000 model responses to date, and early testing with 6,924 conversations rated 99.6% of answers as safe and accurate.
Its Significance: Your next doctor visit might involve a tool that scores higher than your doctor on a medical test. That's a strange sentence to read. The free part matters too. Private AI tools for hospitals cost a lot of money, which kept solo doctors and small clinics out. Now any U.S. physician can sign up and use it to handle paperwork, which eats up a huge chunk of their day. Less time on forms means more time with you. The flip side is that 0.4% failure rate. Even one bad answer in a medical setting can hurt someone, so doctors still need to check the work.
QUICK TAKES
The story: A bipartisan group of lawmakers is pushing the Government Surveillance Reform Act, which would require federal agents to get a warrant before using AI to sift through Americans' location data, web browsing history, search records, and AI chatbot logs. The bill also closes a loophole that lets agencies buy private data from brokers instead of going through a judge.
Your takeaway: Every prompt you type into ChatGPT or Claude could, under current rules, be bought by the government without a warrant. If this passes, agencies would need a judge's sign-off first. It's one of the first serious attempts to update privacy law for the AI era.
The story: OpenAI rolled out workspace agents for ChatGPT Business, Enterprise, Edu, and Teachers plans. These agents are powered by OpenAI's Codex model, run in the cloud even when you're offline, plug into tools like Slack, and can handle multi-step tasks like pulling weekly reports, scoring sales leads, or drafting follow-up emails. They replace the older custom GPTs.
Your takeaway: This is OpenAI's direct pitch for your company to drop its other automation tools. The feature is free until May 6, then switches to credit-based pricing. If you're on a business plan, it's worth testing now while the meter isn't running.
The story: OpenAI released Privacy Filter, a small AI model that spots and hides personal information like names, addresses, phone numbers, and API keys before text gets sent to a cloud service. It's free under an Apache 2.0 license, runs on a normal laptop, and hit 96% accuracy on a standard privacy test.
Your takeaway: People paste things into ChatGPT they shouldn't every day. Medical records, tax returns, client names. This tool cleans that up locally so the sensitive bits never leave your machine. Companies in healthcare, law, and finance have been waiting for something like this.
TOOLS ON OUR RADAR
💸 Wallos Free and Open Source: A specialized personal finance application that helps you track all of your recurring subscriptions and payments in one place so you can identify unnecessary expenses and manage your monthly budget more effectively.
🔍 Changedetection.io Paid: A clever web monitoring tool that automatically notifies you whenever a specific website changes its content allowing you to track price drops restocked items or news updates without manually checking the page.
🌐 Kiwix Free and Open Source: An essential educational tool that allows you to download entire websites like Wikipedia or TED Talks so you can browse them completely offline anywhere in the world without an internet connection.
🖼️ Lychee Free and Open Source: A sleek and self hosted photo management system that allows you to upload and organize your digital images into beautiful web galleries that you can share privately with friends and family.
TRENDING
Google Takes Aim at Nvidia With New Tensor Chips - Google unveiled two new AI chips at Cloud Next 2026: the TPU 8t for training models and the TPU 8i for running them. Training performance jumps 2.8x over the previous generation, and the company says Anthropic will use them across 3.5 gigawatts of compute by 2027.
Google Turns Workspace Into Your New Office Intern - Google added Workspace Intelligence to Docs, Sheets, Slides, Gmail, and Chat. It pulls context from your emails and files so you don't have to paste the same info twice. Sheets can now be filled out 9x faster using prompts, according to Google.
Harvard Builds Robot Ants That Build and Tear Down Structures Without a Boss - Researchers at Harvard created "RAnts," small robots that work together like real ants. Instead of chemical signals, they use light fields to coordinate. The swarm can build or dismantle structures with no central control, pointing toward future uses in construction and planetary exploration.
Sam Altman Accuses Anthropic of "Fear-Based Marketing" Over Claude Mythos - On the Core Memory podcast, the OpenAI CEO said Anthropic's restricted rollout of its powerful cybersecurity model Claude Mythos is a way to lock AI in the hands of a few. He compared it to building a bomb and selling a $100 million shelter. Anthropic says Mythos can autonomously find software holes.
The Pope's AI Warnings May Have Been Written by AI - Detection startup Pangram Labs flagged several posts on Pope Leo XIV's X account as likely AI-generated, including ones warning about AI's effect on human thought. The company claims 99.98% accuracy. The Vatican has not responded.
AI Galaxy Hunters Are Making the GPU Shortage Worse - Astronomers are fighting for the same chips that big tech wants. UC Santa Cruz astrophysicist Brant Robertson built a tool called Morpheus that uses deep learning to spot galaxies in massive sky surveys. His university GPU cluster is falling behind, and the Trump administration has proposed cutting the National Science Foundation's budget in half.
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TRY THIS PROMPT (copy and paste into Claude, ChatGPT, or Gemini)
📓 Build Personal Note Taking App Where You Can Edit The Features As You Go
Build me a React note-taking app in a single HTML file using React 18 CDN + Babel standalone. Show a sidebar on the left with a search bar, tag filter chips, and a scrollable note list showing title, date, and tags. Clicking a note opens it in the main panel in view mode. Add an Edit button that switches to an edit mode with a title input, tag toggle buttons, and a body textarea. Also include New Note, Pin, and Delete buttons. Pre-populate with 5 sample notes with different tags. Use a dark navy/sky blue color scheme (#38bdf8 on #050d14). No TypeScript, no imports, inline styles only.What this does:
It's a personal notebook where you can create, edit, and organize notes with color-coded tags. Search filters notes by title or body content, and clicking a tag chip filters to that category. Pinned notes always appear at the top of the list. Each note shows a word count and last-updated date.
What this looks like:
WHERE WE STAND(based on today’s news)
✅ AI Can Now: Score higher than human physicians on clinical chat tasks across documentation, medical research, and care consultations.
❌ Still Can't: Replace a doctor's clinical judgment. The 0.4% error rate in testing means human review is still required for every medical decision.
✅ AI Can Now: Run multi-step workplace tasks on its own, connecting to apps like Slack and pulling reports even when employees are offline.
❌ Still Can't: Handle long-running tasks without occasional approval checks, especially for sensitive actions like sending emails or updating customer records.
FROM THE WEB
RECOMMENDED LISTENING/READING/WATCHING
A billionaire secretly builds an AI surveillance system that watches everyone, then uses it to prevent crimes before they happen. The writers paint surveillance as a good thing for the plot to happen, but the show isn’t meant to be controversial. The pilot sets the hook perfectly. Give it two episodes before deciding.
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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