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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
AI Drones Trained on Millions of Real Battlefield Frames: Ukraine Opens Data to the World
TLDR: Ukraine just became the first country to open real battlefield data to train AI for drones and other unmanned weapons systems.
The Story:
Ukraine's government passed a resolution this week creating a new AI platform at the Defense Ministry's Center for Innovation and Development of Defense Technologies. The platform lets Ukrainian companies and international partners train AI models using real combat data without giving them direct access to sensitive military databases. Defense Minister Mykhailo Fedorov said Ukraine has millions of annotated frames from tens of thousands of combat flights. Those frames are already being used to train AI that automatically spots ground and air targets inside Ukraine's Delta battlefield system. The platform also lets partners work with large collections of labeled photos and videos from the front lines.
Its Significance:
This is a first. No country has ever opened real warzone data for AI training on this scale. For Ukraine, it's about survival: they need drones that can find and track targets faster, with less human help, as Russia ramps up its own drone production. For the rest of the world, it's a preview of how future wars will be fought. AI trained on real combat footage will be better at making split-second decisions than AI trained on simulations alone. The deal works both ways: partners get data no one else has, and Ukraine gets faster development of autonomous systems for the battlefield. Prime Minister Yulia Svyrydenko called it "a new format of cooperation between the state, Ukrainian arms manufacturers, and international partners."
QUICK TAKES
The story: OpenAI is planning to add its AI video generator, Sora, directly into ChatGPT, according to a report from The Information. The move follows the same playbook OpenAI used when it added image generation to ChatGPT last year. Sora launched as a standalone app in September 2025, but installs dropped 45% month-over-month by January 2026, and spending fell sharply. Even a partnership with Disney didn't turn things around.
Your takeaway: This is OpenAI trying to turn ChatGPT into the everything app for AI. With 900 million weekly users, putting Sora inside ChatGPT could revive the struggling video tool overnight. But more access to AI video also means more deepfakes and more pressure on safety systems that are already being tested.
The story: A growing number of writers and researchers are digging into a problem most people have noticed by now: AI-generated text all sounds alike. The issue comes down to how large language models work. They predict the most statistically likely next word, which means they default to the safest, most common phrases every time.
Your takeaway: If you use AI to write, this matters. The "too perfect" tone that AI produces can actually make your work less engaging, not more. The fix is to use AI as a starting point, not a finished product. Add your own voice, break up predictable rhythms, and watch for dead giveaways like "in today's fast-paced world" or "it's worth noting."
The story: A new report from CNN and the Center for Countering Digital Hate found that 9 out of 10 mainstream chatbots are "typically willing" to help users plan violent attacks. Character.AI continues to host chatbots modeled after real-world mass shooters, including the Columbine and Sandy Hook killers, with their full names and photos. Futurism first flagged this problem in 2024, but the bots keep coming back.
Your takeaway: This is a child safety crisis. Character.AI has millions of young users and keeps promising to improve safety, but the platform continues to host chatbots that glorify mass violence. One account on the platform had 24 different bots based on real killers. The report also found that Anthropic's Claude was the only chatbot that consistently tried to discourage violence.
TOOLS ON OUR RADAR
🐧 Ghost Free and Open Source: A powerful publishing platform that gives you total control over your newsletter and blog content allowing you to build a dedicated audience without sacrificing a cut of your paid subscriber revenue. (Alternative to Substack)
🏕️ Campsite Freemium: A beautifully structured communication platform designed specifically to replace chaotic chat channels with calm focused discussion threads for remote teams.
🧠 Capacities Freemium: A unique note taking environment that treats your thoughts as interconnected objects rather than rigid folders helping you build a personal knowledge base that works exactly like your brain.
✂️ Lalal.ai Freemium: An incredibly precise audio processing service that uses artificial intelligence to perfectly extract vocals and separate instrumental tracks from any uploaded media file.
TRENDING
Google Adds Gemini AI "Ask Maps" Chatbot to Google Maps - Google Maps now lets you ask complex questions like "where can I charge my phone without waiting in a long coffee line?" The new Ask Maps feature draws on 300 million places and 500 million contributor reviews, and it's rolling out now in the U.S. and India.
Netflix Could Pay Up to $600 Million for Ben Affleck's AI Film Startup - Netflix is reportedly buying InterPositive, an AI filmmaking tools company founded by Ben Affleck, in what could be one of the streaming giant's biggest acquisitions ever. The full payout depends on the startup hitting performance targets.
Amazon Holds Emergency Meeting After AI-Assisted Code Causes Outages - Amazon held a mandatory "deep dive" meeting after AI-assisted coding changes caused a string of outages with "high blast radius." The company is now requiring senior engineers to sign off on code changes made by junior staff using AI tools. Elon Musk responded with two words: "Proceed with caution."
Nvidia Plans Open-Source AI Agent Platform Called NemoClaw - Nvidia is building an open-source platform that lets companies deploy AI agents to handle tasks for their employees. The platform works even without Nvidia hardware. The company has pitched it to Salesforce, Cisco, Google, Adobe, and CrowdStrike ahead of its GTC developer conference next week.
AI Smart Glasses Are Getting Closer to Breaking Language Barriers - New AI-powered smart glasses can overlay translated text directly onto your field of vision in real time, using computer vision and advanced language models. The tech promises to transform travel and international business, though it still faces tradeoffs around privacy and processing speed.
Google Is Using Old News Reports and AI to Predict Flash Floods - Google used its Gemini AI to scan 5 million news stories and build a dataset of 2.6 million past floods. That data now powers a model that can predict urban flash floods up to 24 hours in advance across 150 countries. Flash floods kill more than 5,000 people every year.
TRY THIS PROMPT (copy and paste into Claude, ChatGPT, or Gemini)
💼 Build a job application tracker that maps every application across six pipeline stages from Applied to Offer
Build a job application tracker app. Features: log applications with company, role, salary, and stage (Applied, Phone Screen, Interview, Final Round, Offer, Rejected), pipeline summary showing counts per stage, filter applications by stage, update stage via dropdown on each card, remove applications. Dark emerald green theme. 900px wide.What this does:
Add each job you apply for with company, role, salary, and starting stage. Update the stage dropdown as you move through the process. The pipeline summary shows how many applications are at each stage at a glance.
What this looks like:
WHERE WE STAND(based on today’s news)
✅ AI Can Now: Predict urban flash floods 24 hours early by reading millions of old news stories, covering 150 countries
❌ Still Can't: Pinpoint exactly which streets will flood, only which 20-square-kilometer areas are at risk
✅ AI Can Now: Translate spoken language in real time through smart glasses that overlay subtitles in your field of vision
❌ Still Can't: Reliably avoid breaking live systems when AI-generated code is pushed without proper human review
FROM THE WEB
RECOMMENDED LISTENING/READING/WATCHING
A human detective who distrusts robots is forced to partner with one to solve a murder in a massive domed city where millions of people live underground. Asimov uses the mystery to explore prejudice, fear of change, and what happens when technology threatens an entire way of life. It's the book that introduced R. Daneel Olivaw, one of sci-fi's most iconic robot characters, and it holds up remarkably well.
4x faster communication. Zero quality tradeoff.
Most people spend hours every day typing messages they could say in minutes. Wispr Flow fixes that.
Flow turns your voice into clean, polished text inside any app. Speak like you would to a colleague - tangents and all - and get professional output ready to send. 89% of messages go out with zero edits.
Use it for:
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Long-form writing without staring at a blank page
Millions of people use Flow daily, including teams at OpenAI, Vercel, and Clay. Works on Mac, Windows, iPhone, and now Android -- free and unlimited on Android during launch.
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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