How The Reasoning Models Work

GitHub Copilot with Grok 4 integration is now searching Twitter for Elon Musk's hot takes before writing your React to-do app. Because nothing says "enterprise-grade software" like basing your code on the midnight tweets of a billionaire. Next feature: Copilot will check your horoscope before deciding on your database schema.

Claiming you've been using ChatGPT since 1996 is like saying you had WiFi in the Middle Ages. For the youngsters: that's Courage the Cowardly Dog typing on a chunky beige PC from when the internet made dial-up sounds that haunted your nightmares. Back then, "AI assistance" meant asking your roommate if they remembered the syntax for a for-loop while they were in the shower. The closest thing to ChatGPT was probably Clippy, and even he couldn't help you reverse a binary tree.

Nothing says "career optimization" quite like spending your entire youth mastering skills that become obsolete the moment ChatGPT learns to write a for-loop. The education system really nailed that return on investment. Somewhere, a CS professor is updating their syllabus to include "How to Convince AI You're Still Useful 101."

Ah, nothing says "top-notch security" like giving a 25-year-old access to government databases AND AI systems, then watching them accidentally paste an API key on GitHub. Because what could possibly go wrong when someone has access to both Social Security data and cutting-edge LLMs? This is peak "move fast and break things" energy, except the "things" are national security and AI safeguards. The sarcastic "should fill all Americans with a deep sense of confidence" is chef's kiss material. Future historians will call this the "control-C, control-V apocalypse."

The classic "Asian parent expectations" trope gets a hilarious AI twist! Dad barging in with "YOU AGI YET?" while his son defends himself with "NO DAD, I'M AN LLM" only to be dismissed with "TALK TO ME WHEN YOU AGI." For the uninitiated: LLMs (Large Language Models) like ChatGPT are impressive but limited, while AGI (Artificial General Intelligence) is the holy grail that can think/reason like humans across all domains. It's like comparing a calculator to an actual mathematician. The crushing disappointment in Dad's eyes says it all... "My neighbor's AI is already solving quantum physics and you're still just autocompleting text? Shameful!"

The glorious fall of programmer dignity, visualized in perfect clarity. Once upon a time, developers were digital demigods who wrote code without AI crutches, built entire games in Assembly (because apparently suffering builds character), crafted code that literally sent humans to the moon, and performed memory management wizardry by hand. Fast forward to today's pathetic reality: developers frantically Googling how to center a div (still an unsolved mystery of computer science), begging ChatGPT to fix basic syntax errors, getting permanently trapped in Vim like it's some kind of developer Hotel California, and introducing three new bugs while fixing one—a net negative contribution to humanity. The evolution from muscle-bound coding titans to helpless brain-worms perfectly captures how we've traded actual knowledge for dependency on tools. Progress!