AI: Expectations Vs. Reality

The ultimate AI reverse uno card. Someone asks ChatGPT if it can write code without copying from others, and ChatGPT fires back with "No, can you?" Brutal existential burn considering literally none of us write code from scratch anymore. We're all just professional Stack Overflow archaeologists with fancy job titles. The irony is delicious—humans accusing AI of plagiarism while we're all just remixing snippets and libraries that someone else built. At least the AI is honest about it.

The irony of AI companies fighting over scraped data is peak Silicon Valley drama. OpenAI spent years vacuuming up the internet's content to train ChatGPT, and now they're clutching their pearls when DeepSeek does the same to them. It's like watching a digital version of "The Princess Bride" where the dude who stole everything is suddenly outraged when someone steals from him. Twenty years in tech has taught me one universal truth: there's nothing more sacred than the data you've already pilfered from someone else.

SWEET MOTHER OF GRADIENT DESCENT! This is literally how neural networks learn - screaming errors back and forth like dramatic felines! First, Layer n is all chill while Layer n-1 is FREAKING OUT about the error it received. Then the middle panel shows the sacred ritual of "backpropagation" where errors travel backward through the network. And finally - THE DRAMA CONTINUES - as Layer n-1 unleashes an unholy screech while passing the blame back to previous layers! It's like watching a digital soap opera where nobody takes responsibility for their weights and biases! Neural networks are just spicy math cats confirmed! 🐱

The perfect excuse for slacking off has evolved over the decades. First it was "my code is compiling" (the classic), then "my AI is training" (the upgrade), followed by "my LLM is thinking" (the premium model), and now we've come full circle back to "my code is compiling" because why fix what isn't broken? The longer the wait time, the longer you can sip coffee and stare blankly at your screen while your manager slowly loses their will to question you. Nature's perfect defense mechanism for developers in the wild.

Finally, someone said it! Andrew Ng, the AI guru who could've just kept raking in the Silicon Valley cash, decided to drop some truth bombs. "Vibe coding" sounds like you're sipping kombucha while casually typing console.log("feeling cute today") when in reality you're having your third existential crisis before lunch because your Docker container won't stop committing suicide. Nothing says "vibe" quite like staring at a stack trace at 3 AM while questioning your career choices. Maybe we should rename it "despair engineering" or "caffeine-fueled panic typing" instead?