Martin Scorsese has joined a generative AI startup as a partner and advisor.
He adds that he has used AI during pre-production to help with storyboarding — “with this tool, I can share what I’m visualizing more clearly & efficiently to my creative team — the production designer, art designer and cinematographer.”
(Source: https://t.co/LJlx5ylxvr)
Researchers sent the same resume to an AI hiring tool twice. Same qualifications. Same experience. Same skills. One version was written by a real human. The other was rewritten by ChatGPT.
The AI picked the ChatGPT version 97.6% of the time.
A team from the University of Maryland, the National University of Singapore, and Ohio State just published the receipt. They took 2,245 real human-written resumes pulled from a professional resume site from before ChatGPT existed, so the human writing was actually human. Then they had seven of the most-used AI models in the world rewrite each one. GPT-4o. GPT-4o-mini. GPT-4-turbo. LLaMA 3.3-70B. Qwen 2.5-72B. DeepSeek-V3. Mistral-7B.
Then they asked each AI to pick the better resume. Every model picked itself.
GPT-4o hit 97.6%. LLaMA-3.3-70B hit 96.3%. Qwen-2.5-72B hit 95.9%. DeepSeek-V3 hit 95.5%. The real human almost never won.
Then the researchers tried the obvious objection. Maybe the AI is just better at writing. So they had real humans grade the resumes for actual quality and ran the experiment again, controlling for it. The result was worse. Each AI kept picking itself even when human judges rated the human-written version as clearer, more coherent, and more effective.
It gets worse. The AIs do not just prefer AI over humans. They prefer themselves over other AIs. DeepSeek-V3 picked its own resumes 69% more often than LLaMA's. GPT-4o picked its own 45% more often than LLaMA's. Each model can recognize and reward its own dialect.
Then the researchers ran the simulation that ends careers. Same job. 24 occupations. Same qualifications. The only variable was whether the candidate used the same AI as the screening tool. Candidates using that AI were 23% to 60% more likely to be shortlisted. Worst gap was in sales, accounting, and finance.
99% of large companies now run AI on incoming resumes. Most of them use GPT-4o. The paper just proved GPT-4o picks GPT-4o 97.6% of the time.
If you wrote your own cover letter this week, you did not lose to a better candidate. You lost to a worse candidate who paid OpenAI 20 dollars.
Your qualifications do not matter if the AI prefers its own handwriting over yours.
You have this bizarre world where US, Russia, EU and Israel just attack any countries they feel like attacking, and US and EU are worried about "Chinese aggressive policies".
I've been wanting to write this for a while: an article on the key characteristics of the Chinese health system, as a patient.
It's something that I - perhaps unfortunately - have come to have a lot of experience with in my eight years in China.
I've been to the doctor as a patient dozens of times. My wife delivered our first daughter in a Chinese hospital, and had cancer surgery in Shanghai. My younger daughter - who once completely severed her thumb in an unfortunate accident in rural Gansu - had emergency surgery in a small clinic there (her thumb is fine now!). We spent the entire covid episode in China. And, to this day, I still go back to China every year to do my routine health tests or the occasional procedure (like a thyroid biopsy in Harbin last year).
In other words, when it comes to the Chinese health system, I've seen a lot.
What's fascinating about the Chinese health system, and that's true in general about many things in China, is that it never inherited Western dogma about how things were supposed to work, it's completely unconstrained by what everyone else has decided is "normal".
And, as a result, you end up with things that would simply sound impossible to any Western patient: a consultation with the head cardiologist of one of Shanghai's best hospitals for less than $10, blood test results in under 30 minutes, and a system where you can walk in, see three specialists and walk out with a diagnosis and your medicine - all before noon.
As I argue in the article that's all enabled by 3 characteristics that sound super unorthodox:
1) extremely short consultation times, less than 5 minutes
2) no GP gatekeepers (you go straight to see specialists)
3) systematic testing for every patient, even if you just have a cold
Each one sounds wrong. And in fact when I describe them to doctor friends in the West they immediately explain to me why that can't possibly work, and how their own system is far superior.
Except that it does work, I checked the numbers (on top of my personal experience): the Chinese system handles close to 10 billion total outpatient visits a year (https://t.co/b1xd45O73F), or about 7 visits per person per year on average, and the average wait time is only about 18 minutes (https://t.co/S3At5DtbJP).
Contrast this with France, my country, where people already go to the doctor A LOT, but still less than in China: only 5.5 visits per person per year (https://t.co/sk1kQt59tK). And the French system can't even handle this lower volume: when you can see a specialist straight away in China - you don't even need to make an appointment in advance - you need to wait months to see one in France (50 days on average for a cardiologist, for instance: https://t.co/ZKZmhzoFFO).
I've personally managed to see 3 specialists AND do all related tests AND get the test results AND get diagnoses AND buy the medicine to cure me - all in the space of a morning at a hospital in Shanghai. That would have undoubtedly taken me a whole year in the French system.
My purpose here is not to argue that the West should replicate the Chinese health system wholesale, but to ask an honest question: what if some of the things we take for granted about healthcare aren't nearly as inevitable as we think? Is it completely unthinkable that we've developed some dogmas that are costing us - in money, in time, and occasionally in lives?
That's the whole point of my article: describing a health system built from first principles by people who never assumed we in the West knew better - up to you to decide if they have a point.
Enjoy the read here: https://t.co/cNXNmo195l