Bugun ofisda bir tanish Googler bilan gaplashib qoldik…
He: Hey Vohid, do you play chess?
Me: No, not really. I tried before but it didn’t really work out. Not enough IQ, I guess :D
He: Haha, but you are from Uzbekistan right?
Me: Yes, I am!
He: Then, you know Javokhir?
Me: Yeah, definitely. We are really proud of him.
He: Damn he is good, he kicked everyone’s ass at FIDE. No one saw it coming, crazy!
🇺🇿💪
He: Hey Vohid, do you play chess?
Me: No, not really. I tried before but it didn’t really work out. Not enough IQ, I guess :D
He: Haha, but you are from Uzbekistan right?
Me: Yes, I am!
He: Then, you know Javokhir?
Me: Yeah, definitely. We are really proud of him.
He: Damn he is good, he kicked everyone’s ass at FIDE. No one saw it coming, crazy!
🇺🇿💪
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Proyektimizda bir gipotezamni sinab ko'rish uchun bir java faylni manually o'zgartirib ko'rdim. Urishmanglar meni, 4-5 qator kod xolos. Hop mayli boshqa qilmayman.
Keyin proyektni build qilganimda u menga error berdi. Uff deb errorni copy-paste qilib LLM agentga fix it deb tashab quydim.
Keyin Sundar internal chatdan yozib qoldi. Unga javob berib, LLM agentga qaytsam yozgan hamma kodimni o'chirib tashab, proyekt yana build bo'layotganidan hursand bo'lib o'tirgan ekan.
Ayb o'zimda, instructions were not clear 🤖
Keyin proyektni build qilganimda u menga error berdi. Uff deb errorni copy-paste qilib LLM agentga fix it deb tashab quydim.
Keyin Sundar internal chatdan yozib qoldi. Unga javob berib, LLM agentga qaytsam yozgan hamma kodimni o'chirib tashab, proyekt yana build bo'layotganidan hursand bo'lib o'tirgan ekan.
Ayb o'zimda, instructions were not clear 🤖
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Ba'zi-ba'zida kundalik hayotimdan uzilib o'zimdan katta narsalar haqida izlanaman:
https://youtu.be/pGsbEd6w7PI
https://youtu.be/pGsbEd6w7PI
YouTube
Brian Cox on how black holes could unlock the mysteries of our universe
Become a Big Think member to unlock expert classes, premium print issues, exclusive events and more: https://bigthink.com/membership/?utm_source=youtube&utm_medium=social&utm_campaign=membership&utm_content=bt-ytdesc-text-bti-cox-pGsbEd6w7PI
When black holes…
When black holes…
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Data Science va Data Engineering O‘zbekistonda qanchalik rivojlangan? Mahalliy kompaniyalarda bu sohaga bo‘lgan ehtiyoj qanchalik katta?
Mendan tez-tez: "Software Engineer yoki Data Engineer bo‘laymi? Tanishlarim Data Engineeringga talab katta va u sexy yo‘nalish deyishyapti", deb so‘rab turishadi.
Men esa hayron qolaman: bu rostmi yoki shunchaki Data Engineering kurslarini sotayotgan odamlarning gapimi?
Siz qanday fikrdasiz?
Mendan tez-tez: "Software Engineer yoki Data Engineer bo‘laymi? Tanishlarim Data Engineeringga talab katta va u sexy yo‘nalish deyishyapti", deb so‘rab turishadi.
Men esa hayron qolaman: bu rostmi yoki shunchaki Data Engineering kurslarini sotayotgan odamlarning gapimi?
Siz qanday fikrdasiz?
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Kichik tamir uchun bugun kvartiramga bir nemis usta aka keldi. Ozroq gapga tutdim...
Men: Do you like your job?
Usta: Yes, I do. I have been doing it for 15 years!
Men: Oh that's cool. Is it hard?
Usta: Yes, it is quite hard, but hey... AI won't take my job
Men: 🥶🥶🥶
Men: Do you like your job?
Usta: Yes, I do. I have been doing it for 15 years!
Men: Oh that's cool. Is it hard?
Usta: Yes, it is quite hard, but hey... AI won't take my job
Men: 🥶🥶🥶
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Unit testlarni ko'ngildagidek fix qila olmagandan keyin LLMga aniq instruksiya berdim... Hamma testlarni run qilib menga javoblarni ro'yxat qilib ber: PASS yoki FAILED. Keyin birgalikda har birini qanday fix qilishni muhokama qilamiz.
LLM esa testlarni run qildida va shart o'zi bilgancha yana fix qilib quya qoldi🗿
Jazo sifatida birdan milliongacha sanashni buyurdim.
LLM esa testlarni run qildida va shart o'zi bilgancha yana fix qilib quya qoldi🗿
Jazo sifatida birdan milliongacha sanashni buyurdim.
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Me: Hmm, do we really need this method call in all test cases?
LLM: Yes, the method call is needed because [provides elaborate explanation].
Me: But we didn't need it in the other test class?
LLM: That's because [provides elaborate explanation].
Me: Alright, sounds good. But let's see if they pass without it.
LLM: Okay, I will remove the call and run the tests...
LLM: Oh wait they passed! I was wrong because [provides elaborate explanation]
Me: You know what to do.
LLM: Yeeeah, one, two, three, four ...
The reason LLM almost dragged me into its misbelief was because my understanding of that method call was weak. I almost believed it, but decided to double check.
That is the difference between vide coders and software engineers with LLM tools. I almost became a vibe coder today 😁️️️️
LLM: Yes, the method call is needed because [provides elaborate explanation].
Me: But we didn't need it in the other test class?
LLM: That's because [provides elaborate explanation].
Me: Alright, sounds good. But let's see if they pass without it.
LLM: Okay, I will remove the call and run the tests...
LLM: Oh wait they passed! I was wrong because [provides elaborate explanation]
Me: You know what to do.
LLM: Yeeeah, one, two, three, four ...
The reason LLM almost dragged me into its misbelief was because my understanding of that method call was weak. I almost believed it, but decided to double check.
That is the difference between vide coders and software engineers with LLM tools. I almost became a vibe coder today 😁️️️️
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Qiziquvchanlik.
Siz qishloqda yashaysiz. Qishlog’ingizda qandaydur texnologiya mavjud, juda ko’p emas. Internet va smartfonlar ishlatiladi. Bir kuni siz bir aql bovar qilmaydigan video ko’rib qoldingiz. Unga o’xshash narsa tushingizga ham kirmagan. Do’stingizga ko’rsatsangiz u “haa bu Eyayku” deydi. Siz Eyay nima deb so’raysiz. Sizdan uncha aqlli bo'lmagan do'stingiz javob beradi — “Eyay bu yangi narsa, rasm va videolar yaratadi. Manabu chotkiy qizni rasmini qara, uni ham Eyay yaratgan” deydi.
Siz “aha chotkiy qizakan” deysiz, lekin sizni allaqachon boshqa savollar qiziqtirishni boshlaydi. Eyay o’zi qanday ishlaydi? Uni ustida kimlar ishlayapti? Rasm va videodan boshqa yana nimalar qila oladi? Shu savollar sizning keyingi 7 yilgi hayot trayektoriyangizni belgilab berdi.
Siz aniq fanlar o’qidingiz. Ko'proq bilimlarga yo’l ochish uchun chet el tillarini o’rgandingiz. Akademiyada bardavom ketdingiz: birinchi bakalavr, keyin chet elda magistratura, va hozirda esa dunyoning top Eyay labaratoriyalarida tadiqiqot olib borasiz.
Tepadagi savollarga javoblaringizni topdingiz, lekin texnologiyaga bo’lgan qiziqishingiz ko’tarilgan bo’lsa ko’tarilgandur lekin pasaymagan. Endi sizni boshqa narsa kechalari uxlatmaydi, endi siz Eyjiyay ortidan tushdingiz.
Siz qishloqda yashaysiz. Qishlog’ingizda qandaydur texnologiya mavjud, juda ko’p emas. Internet va smartfonlar ishlatiladi. Bir kuni siz bir aql bovar qilmaydigan video ko’rib qoldingiz. Unga o’xshash narsa tushingizga ham kirmagan. Do’stingizga ko’rsatsangiz u “haa bu Eyayku” deydi. Siz Eyay nima deb so’raysiz. Sizdan uncha aqlli bo'lmagan do'stingiz javob beradi — “Eyay bu yangi narsa, rasm va videolar yaratadi. Manabu chotkiy qizni rasmini qara, uni ham Eyay yaratgan” deydi.
Siz “aha chotkiy qizakan” deysiz, lekin sizni allaqachon boshqa savollar qiziqtirishni boshlaydi. Eyay o’zi qanday ishlaydi? Uni ustida kimlar ishlayapti? Rasm va videodan boshqa yana nimalar qila oladi? Shu savollar sizning keyingi 7 yilgi hayot trayektoriyangizni belgilab berdi.
Siz aniq fanlar o’qidingiz. Ko'proq bilimlarga yo’l ochish uchun chet el tillarini o’rgandingiz. Akademiyada bardavom ketdingiz: birinchi bakalavr, keyin chet elda magistratura, va hozirda esa dunyoning top Eyay labaratoriyalarida tadiqiqot olib borasiz.
Tepadagi savollarga javoblaringizni topdingiz, lekin texnologiyaga bo’lgan qiziqishingiz ko’tarilgan bo’lsa ko’tarilgandur lekin pasaymagan. Endi sizni boshqa narsa kechalari uxlatmaydi, endi siz Eyjiyay ortidan tushdingiz.
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Germaniyada yaqinda velosipedimni balonini 3ta spisasi sinib tushdi, ustaga oborsam usta aka 11ta spisani $80ga yangilab berdi. “Yuribmiz ekanda” dedim o’zimga o’zim.
Keyin O’zbekistonda havo juda issib ketti, konditsioner o’rnataman deb 2-3ta ustadan narxlarni surishtirsam konditsioner trubasini metriga $25 ekan. “Yuribmiz ekanda pragrammist bo’lib” dedim o’zimga o’zim.
Keyin O’zbekistonda mebel zakaz qilmoqchi bo’lib 3-4ta mebelchilardan narxlar oldim. 4 xonali $ narxlarni ko’rib “yuripmiz ekanda pragrammist bo’lib gogolda” dedim o’zimga o’zim.
Bunday narxlar bir tarafdan meni hafa qilsa, boshqa tarafdan xursand qiladi. AI ishimni olib qo’ysa, yoki Germaniyada velosiped ustasi bo’lib ishlayman yoki O’zbekistonga qaytib 1-ishimga mebelchilik qilib 2-ishimga konditsioner ustasi bo’laman 🤑
Keyin O’zbekistonda havo juda issib ketti, konditsioner o’rnataman deb 2-3ta ustadan narxlarni surishtirsam konditsioner trubasini metriga $25 ekan. “Yuribmiz ekanda pragrammist bo’lib” dedim o’zimga o’zim.
Keyin O’zbekistonda mebel zakaz qilmoqchi bo’lib 3-4ta mebelchilardan narxlar oldim. 4 xonali $ narxlarni ko’rib “yuripmiz ekanda pragrammist bo’lib gogolda” dedim o’zimga o’zim.
Bunday narxlar bir tarafdan meni hafa qilsa, boshqa tarafdan xursand qiladi. AI ishimni olib qo’ysa, yoki Germaniyada velosiped ustasi bo’lib ishlayman yoki O’zbekistonga qaytib 1-ishimga mebelchilik qilib 2-ishimga konditsioner ustasi bo’laman 🤑
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Hop jiddiyroq gapiradigan bo’lsam…
AI ishimni tez orada olib qo’yadiganga o’xshamaydi. AI rostan ham ishimni ancha tezlashtiryapti, ayniqsa system design research va coding uchun. Bu meni dasturchi sifatida rostan ham samarali qilyaptimi yoki shunchaki tezlik hissini beryaptimi, hozircha aniq aytolmayman. Lekin aniq aytolaman — AI bilan men 10x dasturchiga aylanmadim.
Balki bu rostdan ham skill issue’dur, lekin usha AI skillar menda ekan dasturchi sifatida men hali ham kerakman. Rostini aytsam, Google dasturchilari pufak (bubble) ichida yurishadi: o’zimizni internal toollar, internal processlar, va internal standardlar. Pufakdan chiqish uchun men tashqaridagi toollardan va processlardan foydalanib proyektlar qilib ko’rishim kerak (hozircha bunga vaqtim yo’q). Shunday ekan hozircha gaplarimni shubha bilan eshiting.
Keyingi postlarda system design va coding bo’yicha chuqurroq yozaman...
AI ishimni tez orada olib qo’yadiganga o’xshamaydi. AI rostan ham ishimni ancha tezlashtiryapti, ayniqsa system design research va coding uchun. Bu meni dasturchi sifatida rostan ham samarali qilyaptimi yoki shunchaki tezlik hissini beryaptimi, hozircha aniq aytolmayman. Lekin aniq aytolaman — AI bilan men 10x dasturchiga aylanmadim.
Balki bu rostdan ham skill issue’dur, lekin usha AI skillar menda ekan dasturchi sifatida men hali ham kerakman. Rostini aytsam, Google dasturchilari pufak (bubble) ichida yurishadi: o’zimizni internal toollar, internal processlar, va internal standardlar. Pufakdan chiqish uchun men tashqaridagi toollardan va processlardan foydalanib proyektlar qilib ko’rishim kerak (hozircha bunga vaqtim yo’q). Shunday ekan hozircha gaplarimni shubha bilan eshiting.
Keyingi postlarda system design va coding bo’yicha chuqurroq yozaman...
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