Fatih Kurtoglu retweeted
Data <> Labs relationships are a research partnership, not a vendor contract!
Large parts of SV missed data as a sustainable business and still argue the revenue won't be sticky. That take is myopic.
There's no ceiling on what a frontier lab will pay for true model gains.
Frontier data is a research problem.
For example, some of the biggest academic CUA papers are solely focused on data synthesis for SFT (OpenCUA, from last August) and RL (CUA-Gym, from this June). Good data requires diligent researchers and engineers.
By next year, I'd expect data talent to look increasingly similar to the current research scientist talent. Already hear small stories of data talent poaching wars and such.
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Fatih Kurtoglu retweeted
Today we’ve formalized an important hiring policy at Scale. We hire for MEI: merit, excellence, and intelligence.
This is the email I’ve shared with our @scale_AI team.
———————————————————
MERITOCRACY AT SCALE
In the wake of our fundraise, I’ve been getting a lot of questions about talent. All of our external success—powering breakthroughs in L4 autonomy, partnering with OpenAI on RLHF going back to GPT-2, supporting the DoD and every major AI lab, and the recent $1bn financing transaction—all of it is downstream from us hiring the best people for the job. Talent is our #1 input metric.
Because of this, I spend a lot of my time on recruiting. I either personally interview every hire or sign off on every candidate packet. It’s the thing I spend the plurality of my time on, easily. But everyone can and should contribute to this effort. There are almost a thousand of us now, and it takes a lot to hire quickly while maintaining, and continuing to raise, our bar for quality.
That’s why this is the time to codify a hiring principle that I consider crucial to our success:
Scale is a meritocracy, and we must always remain one.
Hiring on merit will be a permanent policy at Scale.
It’s a big deal whenever we invite someone to join our mission, and those decisions have never been swayed by orthodoxy or virtue signaling or whatever the current thing is. I think of our guiding principle as MEI: merit, excellence, and intelligence.
That means we hire only the best person for the job, we seek out and demand excellence, and we unapologetically prefer people who are very smart.
We treat everyone as an individual. We do not unfairly stereotype, tokenize, or otherwise treat anyone as a member of a demographic group rather than as an individual.
We believe that people should be judged by the content of their character — and, as colleagues, be additionally judged by their talent, skills, and work ethic.
There is a mistaken belief that meritocracy somehow conflicts with diversity. I strongly disagree. No group has a monopoly on excellence. A hiring process based on merit will naturally yield a variety of backgrounds, perspectives, and ideas. Achieving this requires casting a wide net for talent and then objectively selecting the best, without bias in any direction. We will not pick winners and losers based on someone being the “right” or “wrong” race, gender, and so on. It should be needless to say, and yet it needs saying: doing so would be racist and sexist, not to mention illegal.
Upholding meritocracy is good for business and is the right thing to do. This approach not only results in the strongest possible team, but also ensures we’re treating our colleagues with fairness and respect.
As a result, everyone who joins Scale can be confident that they were chosen for their outstanding talent, not any other reasons.
MEI has gotten us to where we are today. And it’s the same thing that’ll get us where we’re going, as we embark on our next chapter focusing on data abundance, frontier data, and reliable measurement to accelerate the development and adoption of AI models.
Alex
Fatih Kurtoglu retweeted
Today, we’re announcing that Scale has closed a $1B financing transaction at a $13.8B valuation, led by @Accel.
Read the full announcement: scale.com/blog/scale-ai-seri…
Fatih Kurtoglu retweeted
Solve carefully…
25 - 55 + (85 + 65) =
You probably won't believe it, but this equals 5!
Fatih Kurtoglu retweeted
🤯 Life altering @code trick: keyboard mapping Emmet inward and outward html/jsx selection
Fatih Kurtoglu retweeted
Clubhouse announces “Clubhouse Creator First”, an accelerator program for creators to support them on building up shows
creatorfirst.joinclubhouse.c…
Fatih Kurtoglu retweeted
Private SaaS valuations are a tricky thing…
Why does 1 company with $5m in revenue get 3x, while another gets 20x?
Is profit or growth more important?
A thread
Fatih Kurtoglu retweeted
Here's one thing they don't tell you about perf reviews, career ladders, promos, etc.
Do everything by the book, tie yourself in knots to get the work done _and_ check all the boxes, and all you get is a marginal increase in comp.
Fatih Kurtoglu retweeted
This chart shows how eight key strengths – education, innovation and technology, competitiveness, military, trade, output, financial center, and reserve status – typically determine a country’s rise and decline, and how they typically evolve. (1/2)
Fatih Kurtoglu retweeted
BREAKING: Phosphine gas has been found in Venus’s atmosphere. This gas is only known to be produced from life forms or artificially in a lab. A STRONG indicator of life on Venus.
Fatih Kurtoglu retweeted
Here's why all of your San Francisco friends are talking about it looking like the end of times this morning. Two drone shots.
Fatih Kurtoglu retweeted
Europeans' out of offices are like "I will not be working until 18 September. All emails will be automatically deleted."
Americans: "I am in the hospital. Email responses may be delayed by up to 30 mins. Sorry for the inconvenience! If urgent, please reach me in the ER at..."
Happy birthday @putdotio, thanks for the gift! By far the longest service I use as a paid subscriber. Thanks to @logdergisi for introducing it back in 2009.
Replying to @putdotio
Some of you have been with us since the beginning. As a thank you, from now on, If you signed up 10 years ago AND if you have been a customer for a total of more than 5 years: THE NEXT YEAR IS ON US!
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Fatih Kurtoglu retweeted
New Stanford CS229: Machine Learning lectures are now on YouTube: youtube.com/playlist?list=PL…
CS229 is IMO one of (or THE) best general ML intro class. These are finally replacing the amazing but extremely low-quality lectures from 2008. Andrew doesn’t seem to have aged either!
Fatih Kurtoglu retweeted
Finding a new job is uncomfortable.
Starting a company is uncomfortable.
Learning a new skill is uncomfortable.
Getting healthy is uncomfortable.
Growth is uncomfortable.
Fatih Kurtoglu retweeted
What are 7 ways that #AI is transforming healthcare? {Infographic}
#ArtificialIntelligence #MachineLearning #DataScience #Healthcare #ML #DeepLearning #DL #Medicine #HealthTech @wef
Fatih Kurtoglu retweeted
How do people spend their time throughout the day? Great #DataViz to show with colored dots!
#DataScience #Research #Analytics #Storytelling






























