
Welcome back to the Neural Net! It may only be Tuesday, but thereβs plenty to catch up on.
In todayβs edition: Developers spill the tea on vibe coding, OpenAI to reduce revenue sharing with Microsoft, Gemini overtakes ChatGPT with new image editing tool, and more.
βΌ
The Street

note: stock data as of last market close
βΌ
π§βπ» The Verdict on Vibe Coding

The verdictβs in: Developers love the speed and idea-generation power of vibe coding, but nearly everyone agrees it comes with a big asterisk.
Before we get to the verdict, hereβs a line to keep in mind from French theorist Paul Virilio: βEvery technology carries its own negativity, which is invented at the same time as technical progress.β In other words, you canβt create a ship without also creating the risk of a shipwreck.
The same goes for vibe codingβAI makes building faster and easier, but the chaos and bugs show up just as quickly.
π Where It Shines:
Great for mocking up UX, building frameworks, and rapid prototyping
Helps senior devs speed up workflows and offload grunt work
Enables fast experimentation without overcommitting time
Most devs say theyβre more productive with AI, despite the code flaws
β οΈ Where It Struggles:
95% of devs say they spend extra time fixing AI-generated code, with experienced senior engineers bearing the brunt of the cleanup work
AI code often lacks big-picture context, hides errors, or fakes test results
One dev compared it to hiring a βstubborn teenagerβ saying βin the end, they do some of what you asked, some stuff you didnβt ask for, and they break a bunch of things along the way.β
And just like that, a new role was born: vibe code cleanup specialist
βοΈ So, Is It Worth It?
The βAI babysitterβ role is real, but for many, the trade-off is worth it. It can even help junior developers learn faster by finding and correcting the botβs errors. One dev describes his job as less coding and more βacting like a consultant to machines,β which he sees as the future new normal.
βΌ
In Partnership With Kojo
You donβt need thousands of ads, just better ones.
Most AI tools promise you thousands of ads at the click of a button. But do you really need more adsβor just better ones?
Kojo helps you cut through the noise. We analyze your paid social data to uncover the ideas with the highest chance of success. Then, our AI predicts which concepts will perform best, so you donβt waste budget testing what wonβt work.
Instead of drowning in endless variations, Kojo sends your best idea straight to a real human creator who makes it engaging, authentic, and ready to win on social. The entire process takes less than 20 seconds, giving you certainty before you spend and better performance without the waste.
Why gamble on guesswork or settle for AI spam when you can launch ads proven to work, made by people, and backed by data?
βΌ
Heard in the Server Room
OpenAI plans to cut commercial (ie Microsoft) revenue share from 20% to 8% by decadeβs end, allowing it to keep a projected $50B for itself. Theyβre also negotiating costs to rent Microsoftβs servers as part of the evolving partnership, though there has been no official word yet from either side. Maybe theyβre waiting for ChatGPT to write the press release?
Anthropicβs latest Economic Index shows Claudeβs getting used for some unexpected applications. While software engineering still reigns supreme globally, the real story is the rising comfort with AI. Directive automation (aka letting Claude take the wheel) jumped from 27% to 39% in just a few months. Businesses are especially leaning inβAPI users are way more likely to automate tasks, hinting that the workplace AI wave is just getting started.
Midland Christian School has implemented ZeroEyes, an AI-powered gun detection system, as a proactive safety measure to protect students, staff, and visitors. The software integrates with existing security cameras and uses real-time detection to alert school officials and law enforcement within seconds if a firearm is spotted, even if itβs a toy. Guess that means no sleeveless shirts for the football team. πͺ
βΌ
In Partnership With the Daily Upside
Wall Streetβs Morning Edge.
Investing isnβt about chasing headlines β itβs about clarity. In a world of hype and hot takes, The Daily Upside delivers real value: sharp, trustworthy insights on markets, business, and the economy, written by former bankers and seasoned financial journalists.
Thatβs why over 1 million investors β from Wall Street pros to Main Street portfolio managers β start their day with The Daily Upside.
Invest better. Read The Daily Upside.
βΌ
π‘How To AI: Images With Geminiβs Nano Banana
Yes, you read those words correctly: Nano Banana. Thatβs the name of Geminiβs new image editor that has grown so popular that it overtook ChatGPT, making it the most downloaded iPhone app in the US.

So why is it beating out other image generators? Simple: it lets you actually edit images. You can tweak specific parts or make small, sequential changes without losing the work youβve already done. This is huge as other image generation tools often overhaul the entire image with even minor prompt tweaks.
Here are some fun things to try:
swap out the background or your outfit in any photo
merge parts of different photos into one cohesive shot
transfer the style of one image onto another
make targeted edits without redoing the whole picture
And finally, the most viral use case: creating 3D figurine images of yourself or your pet. This last one apparently created a βfull-on stampede to use Gemini.β Itβs good to know all those GPUs are going to good use!
βΌ
Thatβs it for today! Hereβs hoping AI lightens your load this week; catch you Friday with more neural nuggets.




