50% of real GitHub bug tickets now get closed by an AI agent instead of a junior developer.
one company's own numbers: Devin resolves about half of real-world GitHub issues on its own, no human touching the keyboard.
junior developer hiring is down 35% this year. bootcamp enrollment is down 40%. AI engineer job postings are up 300%.
GitHub Copilot is already in the hands of 77% of professional developers.
the job didn't disappear. it just stopped needing a beginner to do it.
613 AI ad clips cost one studio $5,701 more on Veo than on MiniMax's new model last month.
$6,896 on Veo. $1,195 on MiniMax. same 613 clips, same 15 seconds each, same 2K resolution.
the difference isn't quality. Veo bills $0.75 a second. MiniMax's new model, H3, bills $0.13 a second, and the audio is already in that price, not a separate charge stacked on top the way it is almost everywhere else.
MiniMax open-sourced H3 the same day it launched, August 3rd. ComfyUI had full support running that same day too, so this isn't a "wait 3 months for the ecosystem to catch up" release.
nobody switches models for fun. they switch when the invoice makes the decision for them.
not a discount code, not a launch promo. just what the same job costs once you actually check both bills side by side.
NVIDIA is about to backstop $250 billion of OpenAI's compute bills, then sell $350 billion more in GPUs to help build the exact data center that backstop is funding.
Their own CEO got asked about this directly, on a podcast. His answer: "Is that a business model? No."
That's not an analyst's take. That's Jensen Huang, on the record, describing his own company's money moving in a circle.
A 21-YEAR-OLD FILLED HIS ROOM WITH HUNDREDS OF MAC MINIS RUNNING AI AGENTS. FOUR MONTHS AGO HE STARTED WITH TWO
each one is a $799 box the size of a sandwich, quietly working while he sleeps
here's the part most people miss:
you're paying $20 a month for an AI that forgets you every time you close the tab
every new chat you explain who you are again. paste the same files again. it can't open your folder, can't start on its own, can't finish anything while you're asleep
you're not its user. you're its hands and its memory
that's the whole thing he fixed:
his boxes never close the tab -> they sit there watching his files, remembering everything, working through the night, and only paying for the expensive AI when something's actually hard
the honest math: at $799 it only pays off if you run real volume. but the point was never the money
save this. everyone's chasing a smarter AI. he just gave a dumber one somewhere to live
the full breakdown of how this setup works is in the article below