Georgy Khalin

483 posts

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Georgy Khalin

Georgy Khalin

@gkhalin

Quant dev lead at https://t.co/HuN94SnxTi. Deep understanding is the only real leverage

Amsterdam, The Netherlands Katılım Mart 2012
134 Takip Edilen188 Takipçiler
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Georgy Khalin
Georgy Khalin@gkhalin·
@0xfdf The same thing happens in trading: someone from a top shop can be very expensive to hire, but the chances that they understand something useful deeply enough are often low. The market has adverse selection
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Georgy Khalin
Georgy Khalin@gkhalin·
Why do people tend to judge others after meeting them once or twice? Real values can only be tested over time
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Georgy Khalin
Georgy Khalin@gkhalin·
@swyx I would prefer to manage 5-10 people, each managing 10 agents
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swyx 🇸🇬
swyx 🇸🇬@swyx·
re: hiring right now it's a huge bull market for AI-native IC's/player-coaches it's a huge bear market for "heads of X" managers never seen such furious bifurcation. to oversimplify: 1 year experience managing 10 agents > 10 years experience managing 10-100 people
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Georgy Khalin
Georgy Khalin@gkhalin·
@drgurner That was high impact advice for me I have a huge bias toward action. Sometimes I forget to take more time to think
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Dr. Julie Gurner
Dr. Julie Gurner@drgurner·
Build in 30 min of space every day to think. If you are always back-to-back busy, you'll always stay smaller than you could be. You'll miss opportunities. The people who have leverage, have space. They can think, see the field, be deliberate, and strike with intention.
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zek
zek@zekramu·
the reality is everything is actually simple and complexity is rooted in not understanding the problem correctly
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Georgy Khalin
Georgy Khalin@gkhalin·
@systematicls Some people phrase things so they’re right in almost any context. They also make sure you know how right they are. Very annoying
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sysls
sysls@systematicls·
Have you guys ever wondered if LLM slop is ambiguity-maxxing because it minimizes the probability of being marked down as wrong during RL? Ambiguity = open to interpretation = maybe not wrong if interpreted generously
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Georgy Khalin
Georgy Khalin@gkhalin·
Don’t blame agents for poor work if you give them no way to verify it
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Georgy Khalin
Georgy Khalin@gkhalin·
@drgurner That’s why you can’t fully trust your judgment about someone until you’ve seen them under real pressure. It takes time
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Dr. Julie Gurner
Dr. Julie Gurner@drgurner·
Never believe what people tell you, watch what they do. Look at the evidence. This is just as true in relationships, as it is in business. People say a lot of things, but consistent actions (over a long period of time) are what always tells the tale.
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Georgy Khalin
Georgy Khalin@gkhalin·
@signulll Like in real life, sometimes it’s better to say “I don’t know” or “I don’t have an opinion”
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signüll
signüll@signulll·
podcasts reward authenticity, but they’re also long form environments where inexperience & hesitancy compounds like crazy. unlike a 10 minute cnbc planned hit, two hours of pseudo unscripted conversation will expose whether someone has actually thought through their worldview or not. if you’re a ceo or you wanna be one, you’d better be seasoned as hell at this. it’s a true test of eloquence, depth, & articulation ability in close to real time.
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Georgy Khalin
Georgy Khalin@gkhalin·
Stress helps exploitation, but harms exploration. It’s hard to come up with creative ideas when you’re anxious and in a rush. Startup grind culture works because most of the work is exploitation
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Georgy Khalin
Georgy Khalin@gkhalin·
@staysaasy We play it in our company, including management, and it has worked out well so far I wouldn’t work with people I don’t trust If they can’t handle my secrets, they can fire me
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staysaasy
staysaasy@staysaasy·
My heart goes out to this guy, but I thought that everyone with more than 5 years of work experience knew that when the trust exercises start you just make up some boring vulnerability like how you think labradoodles are overrated or cried when you saw the movie Up
staysaasy tweet media
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Georgy Khalin
Georgy Khalin@gkhalin·
@fchollet I’d rather see the conclusions than the raw results. Most experiments fail anyway, and processing all the outputs takes too much time
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François Chollet
François Chollet@fchollet·
In science, you have to report the experiments that didn't work, not just the ones that did. Same with AI. (I wish.)
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otw2
otw2@imotw2·
i size until she alpha decay
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Georgy Khalin
Georgy Khalin@gkhalin·
@staysaasy Remember the last time you met your high school or university classmates The outcomes are often surprising
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staysaasy
staysaasy@staysaasy·
My dad has five kids and we always had a million friends around our house. We also lived in the same place for 30 years so you could see where people ended up. He said you could see who someone essentially was by the time they were like five years old. Doesn’t mean they don’t surprise you with where that person ends up in the world, but their core self is baked in from the get go.
Paul Graham@paulg

We have multiple reasons for wanting to believe nurture is more important than nature and none for wanting to believe the opposite (unless we = the far right, which we ≠), so it's not surprising we overestimate its effect. But man are kids' personalities inborn.

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Georgy Khalin
Georgy Khalin@gkhalin·
@craigweiss Was the dot com bubble really the opportunity window? Many of the iconic companies were founded during it, but a lot of the value was created after the crash
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Georgy Khalin
Georgy Khalin@gkhalin·
@kunalvg Killing ideas fast has always been the moat for making progress AI helps you execute ideas much faster It doesn’t help nearly as much with generating high-quality ones yet
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Kunal Gandhi
Kunal Gandhi@kunalvg·
Become a self-sovereign individual. Acquire skills at speed. Build wealth outside the salary cheque. Own your mind and body. AI will render most ways of making money in tech useless. The skill that matters now is making money with AI in the loop. Employed or not.
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Georgy Khalin
Georgy Khalin@gkhalin·
@signulll Judgement quality doesn’t seem to be improving that fast for creative work like hypothesis generation
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signüll
signüll@signulll·
my current general principle of ai: ai gets you roughly 2/3rds of the way to a good result on almost any cognitive task. that final third is where taste, judgment, iteration, domain expertise, & originality compound. today the last third is where almost all the value lives. as the models get better & better, the last third will shrink to ~zero & then possibly negative.
Josh Elman@joshelman

It has never been easier to get first draft quality work. Almost no effort. This means that taste and final polish will matter more than ever to rise above the slop. We will see this in every category.

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Georgy Khalin
Georgy Khalin@gkhalin·
Benchmarks are hard. What makes you think that offline metric reflects long-term success? If production PnL is deeply negative, is it market impact, noise or a bug? Trust metrics, but ground truth is noisy too
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Nick
Nick@nickcammarata·
the ais are pretty good at ai (interpretability) research and surprisingly bad about knowing which results are a breakthrough vs meh. It can do the experiment well, get all the results together, summarize it well, and totally misunderstand if it matters
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