0:00:01.040,0:00:04.791
Men bu yerda turishimdan maqsad, soham, [br]sun'iy intellekt haqida

0:00:04.815,0:00:06.583
yangicha fikrlashni taklif qilish.

0:00:06.607,0:00:08.621
Menimcha SI ning maqsadi

0:00:08.645,0:00:12.079
bu insonlarni mashina intellekti [br]bilan kuchaytirishdir.

0:00:13.286,0:00:15.736
Mashinalar aqlliroq bo'lgan sari

0:00:15.760,0:00:17.013
biz aqlliroq bo'lamiz.

0:00:17.907,0:00:20.419
Men buni "insoniy SI" deb atayman.

0:00:20.443,0:00:24.114
Sun'iy intellekt odamlar bilan o'zaro [br]ishlashi va ularni rivojlanishiga

0:00:24.138,0:00:27.069
yordam berishi orqali insonlarning [br]ehtiyojlarini qondiradi.

0:00:28.149,0:00:30.059
Hozirgi kunda yordamchi intellekt

0:00:30.083,0:00:32.260
g'oyasi katta mavzuga aylanganligidan

0:00:32.284,0:00:33.753
juda hursandman.

0:00:33.777,0:00:38.837
Bu odamlar va SI o'rtasidagi faollikni [br]ifodalash uchun o'rinli metaforadir.

0:00:39.556,0:00:42.253
Men yaratishga hissamni qo'shgan SI [br]Siri deb ataladi.

0:00:42.957,0:00:44.109
Siz Sirini bilasiz.

0:00:44.133,0:00:46.778
Siri sizning maqsadingizni tushuna oladi, [br]hamda uni

0:00:46.802,0:00:48.844
amalga oshirishda yordam beradi,

0:00:48.868,0:00:50.369
va uni bajarishda qo'l keladi.

0:00:50.393,0:00:52.867
Ammo siz bilmaydigan bitta narsa bor:[br]Sirini aslida

0:00:53.645,0:00:55.611
ijtimoiy SI sifatida,[br]suhbat interfeysida

0:00:55.635,0:00:58.806
insonni o'rnini to'ldirib turishi uchun[br]va mobil hisoblash

0:00:58.830,0:01:02.283
vazifalarini bajarishda yordam [br]berishi uchun

0:01:02.307,0:01:05.591
ishlab chiqqan edik.

0:01:06.814,0:01:08.391
Hozirda ko'pchiligimiz uchun bu

0:01:08.415,0:01:11.196
texnologiyaning ta'siri ish bajarishni [br]biroz bo'lsa-da

0:01:11.220,0:01:13.503
yengillashtirishidadir.

0:01:13.916,0:01:16.095
Lekin mening do'stim Daniel uchun

0:01:17.352,0:01:20.523
buning ta'siri butun hayotini o'zgartirdi.

0:01:21.217,0:01:26.050
Bilasizmi, [br]Daniel juda ham kirishimli yigit,

0:01:26.074,0:01:27.833
lekin u ko'r va qo'l oyoqlari shol.

0:01:28.614,0:01:32.473
Shuning uchun biz bemalol ishlata [br]oladigan moslamalarni u ishlata olmaydi.

0:01:32.497,0:01:34.939
Ohirgi marta men uning uyiga borganimda [br]uning akasi

0:01:34.963,0:01:36.821
"Biroz kuting, Daniel hali tayyor emas.

0:01:36.845,0:01:39.187
U online tanishgan qizi bilan [br]gaplashyapti" dedi.

0:01:40.250,0:01:42.260
Men "Zo'rku, buni qanday uddaladi?" dedim.

0:01:42.284,0:01:45.778
Daniel ijtimoiy hayotini boshqarish [br]uchun Siridan foydalanadi.

0:01:46.731,0:01:48.671
U ko'makdoshining yordamisiz

0:01:48.695,0:01:51.171
e-mail, sms va qo'ng'iroq qila [br]olishi mumkin.

0:01:52.501,0:01:54.239
Bu qiziq, shunday emasmi?

0:01:54.263,0:01:55.580
Taqdir hazili shundaki,

0:01:55.604,0:01:58.500
Sun'iy Intellekt unga aqlli inson bilan [br]muloqot qilishda

0:01:58.524,0:02:01.701
yordam berayapti.

0:02:02.805,0:02:05.935
Bu insoniy Sun'iy Intellektdir.

0:02:07.404,0:02:09.802
Yana bir yorqin misol bu saraton [br]kasalligiga

0:02:09.826,0:02:11.083
tashhis qo'yishdadir.

0:02:12.795,0:02:14.950
Vrachlar saratonni gumon qilganda,

0:02:14.974,0:02:17.677
ular qondan namuna olib patologga [br]jo'natadi.

0:02:17.701,0:02:19.653
Patolog uni mikroskopda ko'radi.

0:02:20.145,0:02:22.670
Patologlar bir kunda yuzlab namunalar va

0:02:22.694,0:02:25.018
minglab hujayralarga qaraydi.

0:02:25.630,0:02:27.017
Bu vazifani yengillashtirish

0:02:27.041,0:02:30.483
maqsadida ba'zi olimlar tasniflagich [br]SI yaratishdi.

0:02:31.548,0:02:36.101
Ushbu tasniflagich namunalarga qarab [br]saraton bor

0:02:36.125,0:02:37.430
yoki yo'qligini aytadi.

0:02:38.355,0:02:39.919
Dastlab tasniflagich juda yaxshi

0:02:40.967,0:02:42.652
ishlayotgan edi, lekin inson kabi

0:02:43.945,0:02:45.713
doim ham to'g'ri aytib bera olmasdi.

0:02:46.427,0:02:52.607
Ammo qachonki olimlar inson intellekti va [br]mashina qobiliyatini birlashtira olganda

0:02:52.631,0:02:55.626
aniqlik 99.5 foizga oshdi.

0:02:57.150,0:03:02.151
Shunda SI bilan hamkorlikda ishlash [br]patologlar bir o'zlari

0:03:02.175,0:03:05.861
ishlaganda qiladigan xatoliklarini [br]85 foizga kamaytirdi.

0:03:06.820,0:03:09.979
Bu juda ham ko'p oldi olinmagan [br]saraton kasalliklaridir.

0:03:11.097,0:03:13.027
Qizig'i shundaki, insonlar yolg'on

0:03:13.051,0:03:16.525
alomatni inkor etishni yaxshi uddalasa, [br]mashina esa aniqlanishi qiyin

0:03:16.549,0:03:20.121
bo'lgan alomatlarni topa oladi.

0:03:20.145,0:03:23.382
Bundagi saboq qaysi biri tasniflash [br]vazifasini

0:03:23.406,0:03:25.484
yaxshi bajara olishida emas.

0:03:25.888,0:03:27.727
Chunki narsalar doim o'zgarib turadi.

0:03:27.751,0:03:29.319
Balki,

0:03:29.343,0:03:32.703
inson va dastgoh qobiliyatini [br]birlashtirish orqali

0:03:32.727,0:03:37.678
superinsoniy vazifani bajarishda [br]sheriklik yaratilishidir.

0:03:38.543,0:03:41.483
Bu insoniy SI dir.

0:03:42.787,0:03:44.773
Keling, yana bir misolni olaylik.

0:03:44.797,0:03:47.084
Bu tezlikni

0:03:47.108,0:03:48.511
yaratishdir.

0:03:48.535,0:03:50.576
Masalan, siz muhandissiz.

0:03:50.600,0:03:52.717
Siz dron uchun rom yaratmoqchisiz.

0:03:52.741,0:03:55.805
Siz uni eng yoqtirgan dasturli [br]3D dasturingizda tayyorlaysiz

0:03:55.829,0:04:00.044
va shaklni hamda homashyolarni kiritasiz. [br]So'ng siz bajarilishini tahlil qilasiz.

0:04:00.068,0:04:01.412
Bu bitta dizaynni beradi.

0:04:02.162,0:04:05.839
Agar siz o'sha dastgohlarni SI ga [br]bersangiz,

0:04:05.863,0:04:08.987
u minglab dizaynlarni yarata oladi.

0:04:10.193,0:04:12.127
Autodesk yaratgan ushbu video ajoyib.

0:04:12.151,0:04:13.451
Bu haqiqatdan ham ajoyib.

0:04:14.092,0:04:17.163
U biz dizayn qilgan narsani yaratadi.

0:04:17.187,0:04:18.615
Muhandis inson dizayn bilan

0:04:18.639,0:04:21.954
nimaga erishish kerakligini aytadi

0:04:21.978,0:04:23.134
va mashina

0:04:23.158,0:04:24.528
"Mana namunalar" deb

0:04:25.758,0:04:28.698
ko'rsatadi va endi muhandisning vazifasi [br]inson sifatida o'zi

0:04:28.722,0:04:31.822
ma'qul deb biladigan, dizayn maqsadiga [br]mos tushadigan

0:04:31.846,0:04:35.185
variantni insoniy fikr va tajribaga [br]asoslanib

0:04:35.209,0:04:37.003
tanlaydi.

0:04:37.414,0:04:38.994
Natijada yaratilgan mahsulot

0:04:39.018,0:04:41.729
huddi tabiat yaratgan narsaday ko'rinadi.

0:04:41.753,0:04:43.868
Bir necha million yillik evolyutsiya

0:04:43.892,0:04:46.273
va shuncha keraksiz bo'lgan mo'yna.

0:04:48.424,0:04:53.096
Keling endi bu insoniy SI, agar biz uni [br]ortidan ergashsak, qayerga yetaklab

0:04:53.120,0:04:55.513
olib borishi mumkinligi haqida [br]gaplashaylik.

0:04:56.118,0:04:59.122
Biz hammamiz qanaqa rivojlanishni [br]istaymiz?

0:04:59.529,0:05:02.435
Kognitiv rivojlanishga nima deysiz?

0:05:03.904,0:05:05.383
"Biz mashinalarni qanchalik

0:05:05.407,0:05:07.468
aqlli qila olamiz?" deb so'rashni o'rniga,

0:05:07.492,0:05:08.665
keling, "Ular bizni

0:05:08.689,0:05:11.394
qanchalik aqlli qilishi mumkin?" [br]deb so'raylik.

0:05:13.105,0:05:14.885
Misol sifatida xotirani olaylik.

0:05:15.511,0:05:18.457
Xotira bu inson intellektining asosidir.

0:05:19.767,0:05:22.738
Lekin inson xotirasi kamchilikka egaligi [br]hammaga ma'lum.

0:05:23.541,0:05:25.615
Biz hikoya qilishda yaxshimiz, ammo uning

0:05:25.639,0:05:27.590
detallarida unchalik emas.

0:05:27.614,0:05:30.820
Va bizning xotiramiz vaqt o'tishi [br]bilan sustlashadi.

0:05:30.844,0:05:34.076
Ya'ni, 60-yillar qayga ketgan bo'lsa [br]men ham o'sha yerga ketaman.

0:05:34.100,0:05:35.567
(Kulgu)

0:05:36.648,0:05:40.952
Ammo sizda kompyuter xotirasi singari [br]xotira bo'lganda

0:05:42.158,0:05:45.017
nima qilgan bo'lardingiz?

0:05:45.714,0:05:48.503
Siz hayotingizda uchratgan har bir [br]inson ismini eslab,

0:05:48.527,0:05:50.473
ismini qanday qilib talaffuz qilishni,

0:05:50.497,0:05:52.589
ularning oilasiga taaluqli detallarni, [br]xatto

0:05:52.613,0:05:54.576
so'nggi bor qachon gaplashganingizni

0:05:54.600,0:05:57.255
eslay olganingizda nima bo'lardi?[br]Sizda shunday xotira

0:05:57.279,0:06:00.577
butun umr davomida bo'lsa, barcha [br]insonlar bilan qilingan suhbatlarni

0:06:00.601,0:06:02.018
ko'rish va ancha oldingi

0:06:02.042,0:06:05.835
munosabatlaringizni eslashga yordam bera [br]oladigan SI bo'lsa.

0:06:06.530,0:06:11.596
Agarda SI siz o'qigan har qanday narsani [br]o'qib bera olsa va eshitgan har qanday

0:06:11.620,0:06:14.134
musiqasini kuylab bera olsa [br]nima bo'lgan bo'lardi?

0:06:15.344,0:06:19.083
Kichkinagina ishora bilan u sizga [br]oldin eshitgan har qanday narsani

0:06:19.107,0:06:21.220
eslatib bera olsa, siz yangi aloqalar [br]qilish

0:06:21.931,0:06:25.181
va yangi g'oyalar shakllantirish [br]qobiliyatiga ega bo'lishni

0:06:25.205,0:06:26.785
tasavvur qilib ko'ring.

0:06:26.809,0:06:28.797
Bizning tanamizchi?

0:06:29.732,0:06:34.010
Biz yegan har bitta ovqatimiz, qabul [br]qilgan tabletkamiz

0:06:34.034,0:06:35.535
va yotishdan oldin qabul qilgan

0:06:36.485,0:06:38.320
dori ta'sirini eslay olganimizdachi?

0:06:39.048,0:06:41.758
Bizda to'plangan ma'lumotlardan kelib [br]chiqib, nimalar

0:06:41.782,0:06:45.642
o'zimizni yaxshi his qilishimizga undashi [br]haqida ilmiy ish qilishimiz mumkin.

0:06:45.666,0:06:48.142
Tasavvur eting, allergiya va surunkali [br]kasalliklarni

0:06:48.166,0:06:50.856
boshqarishimizda bu qanchalik [br]qo'l kelishini.

0:06:52.909,0:06:57.883
Men SI shaxsiy xotirani kuchaytira [br]olishiga ishonaman.

0:06:59.122,0:07:01.946
Men qachon va qanday omillar bilan [br]bog'liqligini aniq

0:07:02.627,0:07:04.590
aytolmayman, ammo bu muqarrarligi aniq,

0:07:05.923,0:07:10.750
chunki SI ni hozirgi kunda muvaffaqqiyatli[br]qilgan narsa bu

0:07:10.774,0:07:13.267
keng qamrovli ma'lumotlar bazasidir,

0:07:13.291,0:07:16.839
mashinalarning ushbu bazadan har [br]kunlik turmushda

0:07:16.863,0:07:19.922
foydalana olishidadir.

0:07:20.505,0:07:23.992
Ushbu ma'lumotlar bazasi hozir hammamiz [br]uchun mavjud,

0:07:24.016,0:07:27.884
chunki biz telefonda va online orqali

0:07:28.570,0:07:30.705
raqamli, vositali hayot olib borayapmiz.

0:07:31.833,0:07:35.723
Mening fikrimcha, shaxsiy xotira bu [br]xususiy xotiradir.

0:07:35.747,0:07:39.684
Biz nimani eslash kerakligini o'zimiz [br]tanlaymiz.

0:07:40.517,0:07:44.181
Bu mutlaqo alohida saqlanishi kerak.

0:07:45.294,0:07:46.756
Hozir, bizning ko'pchiligimiz

0:07:46.780,0:07:49.673
uchun rivojlangan shaxsiy xotira ta'siri

0:07:49.697,0:07:52.432
yaxshilangan ruhiy yutuq bo'lardi.

0:07:52.456,0:07:54.911
Ehtimol, bu ijtimoiy yutuq hamdir.

0:07:56.658,0:08:01.305
Lekin Altsgeymer va ruhiy kasalligiga [br]uchragan millionlab odamlar uchun

0:08:03.209,0:08:05.412
rivojlangan xotira ularning hayotiga [br]o'zgarish

0:08:05.436,0:08:07.897
kiritishi ular hayotidagi yolg'izlik, qadr-qimmat,

0:08:09.016,0:08:10.795
hamda o'zaro aloqadagi o'zgarishdir.

0:08:12.166,0:08:17.813
Biz hozir sun'iy intellektning renessans [br]davri o'rtasida turibmiz.

0:08:18.652,0:08:20.623
Ya'ni, o'tgan bir necha yil davomida

0:08:20.647,0:08:24.278
biz yillar davomida kurashib kelayotgan

0:08:24.302,0:08:28.272
SI muammolariga yechimni kuzatishimiz [br]mumkin.

0:08:29.226,0:08:31.893
Bu muammolar suhbatni anglash, yozuvni [br]va rasmni

0:08:31.917,0:08:33.237
fahmlashdan iborat edi.

0:08:34.177,0:08:38.252
Biz bunday kuchli texnologiyani qanday [br]foydalanishni o'zimiz tanlashimiz mumkin.

0:08:39.268,0:08:44.132
Biz SI ni bizni avtomatlashtirish va biz [br]bilan raqobatlasha olishi,

0:08:44.156,0:08:48.133
yoki undan bizni rivojlantirishi va biz [br]bilan birga ishlashi uchun,

0:08:48.157,0:08:51.228
bizning kognitiv cheklovlarimizni yengish

0:08:51.252,0:08:54.414
va biz qilayotgan ishni yaxshiroq [br]bajarish maqsadida

0:08:54.438,0:08:55.729
foydalanishimiz mumkin.

0:08:56.339,0:09:02.843
Biz mashinalarga intellekt o'rnatishning [br]yangi yo'llarini topganimiz sari,

0:09:02.867,0:09:05.936
ushbu intellektni sharoitidan qat'iy [br]nazar,

0:09:05.960,0:09:08.341
har bir ko'makdoshga muhtoj bo'lgan odamga

0:09:08.365,0:09:11.899
yordam berishga hissamizni qo'shishimiz [br]mumkin.

0:09:13.189,0:09:14.718
Shuning uchun,

0:09:14.742,0:09:17.903
har safar mashina aqlliroq bo'lgani sari

0:09:18.628,0:09:20.032
biz aqlliroq bo'lamiz.

0:09:21.028,0:09:24.761
Shu sababli SI boshqalar bilan [br]ulashishga arziydi.

0:09:24.785,0:09:25.967
Rahmat.

0:09:25.991,0:09:29.964
(Qarsaklar)