1
00:00:01,040 --> 00:00:04,791
Men bu yerda turishimdan maqsad, soham, 
sun'iy intellekt haqida

2
00:00:04,815 --> 00:00:06,583
yangicha fikrlashni taklif qilish.

3
00:00:06,607 --> 00:00:08,621
Menimcha SI ning maqsadi

4
00:00:08,645 --> 00:00:12,079
bu insonlarni mashina intellekti 
bilan kuchaytirishdir.

5
00:00:13,286 --> 00:00:15,736
Mashinalar aqlliroq bo'lgan sari

6
00:00:15,760 --> 00:00:17,013
biz aqlliroq bo'lamiz.

7
00:00:17,907 --> 00:00:20,419
Men buni "insoniy SI" deb atayman.

8
00:00:20,443 --> 00:00:24,114
Sun'iy intellekt odamlar bilan o'zaro 
ishlashi va ularni rivojlanishiga

9
00:00:24,138 --> 00:00:27,069
yordam berishi orqali insonlarning 
ehtiyojlarini qondiradi.

10
00:00:28,149 --> 00:00:30,059
Hozirgi kunda yordamchi intellekt

11
00:00:30,083 --> 00:00:32,260
g'oyasi katta mavzuga aylanganligidan

12
00:00:32,284 --> 00:00:33,753
juda hursandman.

13
00:00:33,777 --> 00:00:38,837
Bu odamlar va SI o'rtasidagi faollikni 
ifodalash uchun o'rinli metaforadir.

14
00:00:39,556 --> 00:00:42,253
Men yaratishga hissamni qo'shgan SI 
Siri deb ataladi.

15
00:00:42,957 --> 00:00:44,109
Siz Sirini bilasiz.

16
00:00:44,133 --> 00:00:46,778
Siri sizning maqsadingizni tushuna oladi, 
hamda uni

17
00:00:46,802 --> 00:00:48,844
amalga oshirishda yordam beradi,

18
00:00:48,868 --> 00:00:50,369
va uni bajarishda qo'l keladi.

19
00:00:50,393 --> 00:00:52,867
Ammo siz bilmaydigan narsa bu, 
biz Sirini odamlar

20
00:00:53,645 --> 00:00:55,611
kimligi va qobiliyatiga qaramay, ularga

21
00:00:55,635 --> 00:00:58,806
mobil aloqa orqali suhbatlashish 
interfaolligini

22
00:00:58,830 --> 00:01:02,283
amalga oshirishda yordam beradigan

23
00:01:02,307 --> 00:01:05,591
insoniy sun'iy intellekt ekanligidir.

24
00:01:06,814 --> 00:01:08,391
Hozirda ko'pchiligimiz uchun bu

25
00:01:08,415 --> 00:01:11,196
texnologiyaning ta'siri ish bajarishni 
biroz bo'lsa-da

26
00:01:11,220 --> 00:01:13,503
yengillashtirishidadir.

27
00:01:13,916 --> 00:01:16,095
Lekin mening do'stim Daniel uchun

28
00:01:17,352 --> 00:01:20,523
buning ta'siri butun hayotini o'zgartirdi.

29
00:01:21,217 --> 00:01:26,050
Bilasizmi, 
Daniel juda ham kirishimli yigit,

30
00:01:26,074 --> 00:01:27,833
lekin u ko'r va qo'l oyoqlari shol.

31
00:01:28,614 --> 00:01:32,473
Shuning uchun biz bemalol ishlata 
oladigan moslamalarni u ishlata olmaydi.

32
00:01:32,497 --> 00:01:34,939
Ohirgi marta men uning uyiga borganimda 
uning akasi

33
00:01:34,963 --> 00:01:36,821
"Biroz kuting, Daniel hali tayyor emas.

34
00:01:36,845 --> 00:01:39,187
U online tanishgan qizi bilan 
gaplashyapti" dedi.

35
00:01:40,250 --> 00:01:42,260
Men "Zo'rku, buni qanday uddaladi?" dedim.

36
00:01:42,284 --> 00:01:45,778
Daniel ijtimoiy hayotini boshqarish 
uchun Siridan foydalanadi.

37
00:01:46,731 --> 00:01:48,671
U ko'makdoshining yordamisiz

38
00:01:48,695 --> 00:01:51,171
e-mail, sms va qo'ng'iroq qila 
olishi mumkin.

39
00:01:52,501 --> 00:01:54,239
Bu qiziq, shunday emasmi?

40
00:01:54,263 --> 00:01:55,580
Taqdir hazili shundaki,

41
00:01:55,604 --> 00:01:58,500
Sun'iy Intellekt unga aqlli inson bilan 
muloqot qilishda

42
00:01:58,524 --> 00:02:01,701
yordam berayapti.

43
00:02:02,805 --> 00:02:05,935
Bu insoniy Sun'iy Intellektdir.

44
00:02:07,404 --> 00:02:09,802
Yana bir yorqin misol bu saraton 
kasalligiga

45
00:02:09,826 --> 00:02:11,083
tashhis qo'yishdadir.

46
00:02:12,795 --> 00:02:14,950
Vrachlar saratonni gumon qilganda,

47
00:02:14,974 --> 00:02:17,677
ular qondan namuna olib patologga 
jo'natadi.

48
00:02:17,701 --> 00:02:19,653
Patolog uni mikroskopda ko'radi.

49
00:02:20,145 --> 00:02:22,670
Patologlar bir kunda yuzlab namunalar va

50
00:02:22,694 --> 00:02:25,018
minglab hujayralarga qaraydi.

51
00:02:25,630 --> 00:02:27,017
Bu vazifani yengillashtirish

52
00:02:27,041 --> 00:02:30,483
maqsadida ba'zi olimlar tasniflagich 
SI yaratishdi.

53
00:02:31,548 --> 00:02:36,101
Ushbu tasniflagich namunalarga qarab 
saraton bor

54
00:02:36,125 --> 00:02:37,430
yoki yo'qligini aytadi.

55
00:02:38,355 --> 00:02:39,919
Dastlab tasniflagich juda yaxshi

56
00:02:40,967 --> 00:02:42,652
ishlayotgan edi, lekin inson kabi

57
00:02:43,945 --> 00:02:45,713
doim ham to'g'ri aytib bera olmasdi.

58
00:02:46,427 --> 00:02:52,607
Ammo qachonki olimlar inson intellekti va 
mashina qobiliyatini birlashtira olganda

59
00:02:52,631 --> 00:02:55,626
aniqlik 99.5 foizga oshdi.

60
00:02:57,150 --> 00:03:02,151
Shunda SI bilan hamkorlikda ishlash 
patologlar bir o'zlari

61
00:03:02,175 --> 00:03:05,861
ishlaganda qiladigan xatoliklarini 
85 foizga kamaytirdi.

62
00:03:06,820 --> 00:03:09,979
Bu juda ham ko'p oldi olinmagan 
saraton kasalliklaridir.

63
00:03:11,097 --> 00:03:13,027
Qizig'i shundaki, insonlar yolg'on

64
00:03:13,051 --> 00:03:16,525
alomatni inkor etishni yaxshi uddalasa, 
mashina esa aniqlanishi qiyin

65
00:03:16,549 --> 00:03:20,121
bo'lgan alomatlarni topa oladi.

66
00:03:20,145 --> 00:03:23,382
Bundagi saboq qaysi biri tasniflash 
vazifasini

67
00:03:23,406 --> 00:03:25,484
yaxshi bajara olishida emas.

68
00:03:25,888 --> 00:03:27,727
Chunki narsalar doim o'zgarib turadi.

69
00:03:27,751 --> 00:03:29,319
Balki,

70
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inson va dastgoh qobiliyatini 
birlashtirish orqali

71
00:03:32,727 --> 00:03:37,678
superinsoniy vazifani bajarishda 
sheriklik yaratilishidir.

72
00:03:38,543 --> 00:03:41,483
Bu insoniy SI dir.

73
00:03:42,787 --> 00:03:44,773
Keling, yana bir misolni olaylik.

74
00:03:44,797 --> 00:03:47,084
Bu tezlikni

75
00:03:47,108 --> 00:03:48,511
yaratishdir.

76
00:03:48,535 --> 00:03:50,576
Masalan, siz muhandissiz.

77
00:03:50,600 --> 00:03:52,717
Siz dron uchun rom yaratmoqchisiz.

78
00:03:52,741 --> 00:03:55,805
Siz uni eng yoqtirgan dasturli 
3D dasturingizda tayyorlaysiz

79
00:03:55,829 --> 00:04:00,044
va shaklni hamda homashyolarni kiritasiz. 
So'ng siz bajarilishini tahlil qilasiz.

80
00:04:00,068 --> 00:04:01,412
Bu bitta dizaynni beradi.

81
00:04:02,162 --> 00:04:05,839
Agar siz o'sha dastgohlarni SI ga 
bersangiz,

82
00:04:05,863 --> 00:04:08,987
u minglab dizaynlarni yarata oladi.

83
00:04:10,193 --> 00:04:12,127
Autodesk yaratgan ushbu video ajoyib.

84
00:04:12,151 --> 00:04:13,451
Bu haqiqatdan ham ajoyib.

85
00:04:14,092 --> 00:04:17,163
U biz dizayn qilgan narsani yaratadi.

86
00:04:17,187 --> 00:04:18,615
Muhandis inson dizayn bilan

87
00:04:18,639 --> 00:04:21,954
nimaga erishish kerakligini aytadi

88
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va mashina

89
00:04:23,158 --> 00:04:24,528
"Mana namunalar" deb

90
00:04:25,758 --> 00:04:28,698
ko'rsatadi va endi muhandisning vazifasi 
inson sifatida o'zi

91
00:04:28,722 --> 00:04:31,822
ma'qul deb biladigan, dizayn maqsadiga 
mos tushadigan

92
00:04:31,846 --> 00:04:35,185
variantni insoniy fikr va tajribaga 
asoslanib

93
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tanlaydi.

94
00:04:37,414 --> 00:04:38,994
Natijada yaratilgan mahsulot

95
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huddi tabiat yaratgan narsaday ko'rinadi.

96
00:04:41,753 --> 00:04:43,868
Bir necha million yillik evolyutsiya

97
00:04:43,892 --> 00:04:46,273
va shuncha keraksiz bo'lgan mo'yna.

98
00:04:48,424 --> 00:04:53,096
Keling endi bu insoniy SI, agar biz uni 
ortidan ergashsak, qayerga yetaklab

99
00:04:53,120 --> 00:04:55,513
olib borishi mumkinligi haqida 
gaplashaylik.

100
00:04:56,118 --> 00:04:59,122
Biz hammamiz qanaqa rivojlanishni 
istaymiz?

101
00:04:59,529 --> 00:05:02,435
Kognitiv rivojlanishga nima deysiz?

102
00:05:03,904 --> 00:05:05,383
"Biz mashinalarni qanchalik

103
00:05:05,407 --> 00:05:07,468
aqlli qila olamiz?" deb so'rashni o'rniga,

104
00:05:07,492 --> 00:05:08,665
keling, "Ular bizni

105
00:05:08,689 --> 00:05:11,394
qanchalik aqlli qilishi mumkin?" 
deb so'raylik.

106
00:05:13,105 --> 00:05:14,885
Misol sifatida xotirani olaylik.

107
00:05:15,511 --> 00:05:18,457
Xotira bu inson intellektining asosidir.

108
00:05:19,767 --> 00:05:22,738
Lekin inson xotirasi kamchilikka egaligi 
hammaga ma'lum.

109
00:05:23,541 --> 00:05:25,615
Biz hikoya qilishda yaxshimiz, ammo uning

110
00:05:25,639 --> 00:05:27,590
detallarida unchalik emas.

111
00:05:27,614 --> 00:05:30,820
Va bizning xotiramiz vaqt o'tishi 
bilan sustlashadi.

112
00:05:30,844 --> 00:05:34,076
Ya'ni, 60-yillar qayga ketgan bo'lsa 
men ham o'sha yerga ketaman.

113
00:05:34,100 --> 00:05:35,567
(Kulgu)

114
00:05:36,648 --> 00:05:40,952
Ammo sizda kompyuter xotirasi singari 
xotira bo'lganda

115
00:05:42,158 --> 00:05:45,017
nima qilgan bo'lardingiz?

116
00:05:45,714 --> 00:05:48,503
Siz hayotingizda uchratgan har bir 
inson ismini eslab,

117
00:05:48,527 --> 00:05:50,473
ismini qanday qilib talaffuz qilishni,

118
00:05:50,497 --> 00:05:52,589
ularning oilasiga taaluqli detallarni, 
xatto

119
00:05:52,613 --> 00:05:54,576
so'nggi bor qachon gaplashganingizni

120
00:05:54,600 --> 00:05:57,255
eslay olganingizda nima bo'lardi?
Sizda shunday xotira

121
00:05:57,279 --> 00:06:00,577
butun umr davomida bo'lsa, barcha 
insonlar bilan qilingan suhbatlarni

122
00:06:00,601 --> 00:06:02,018
ko'rish va ancha oldingi

123
00:06:02,042 --> 00:06:05,835
munosabatlaringizni eslashga yordam bera 
oladigan SI bo'lsa.

124
00:06:06,530 --> 00:06:11,596
Agarda SI siz o'qigan har qanday narsani 
o'qib bera olsa va eshitgan har qanday

125
00:06:11,620 --> 00:06:14,134
musiqasini kuylab bera olsa 
nima bo'lgan bo'lardi?

126
00:06:15,344 --> 00:06:19,083
Kichkinagina ishora bilan u sizga 
oldin eshitgan har qanday narsani

127
00:06:19,107 --> 00:06:21,220
eslatib bera olsa, siz yangi aloqalar 
qilish

128
00:06:21,931 --> 00:06:25,181
va yangi g'oyalar shakllantirish 
qobiliyatiga ega bo'lishni

129
00:06:25,205 --> 00:06:26,785
tasavvur qilib ko'ring.

130
00:06:26,809 --> 00:06:28,797
Bizning tanamizchi?

131
00:06:29,732 --> 00:06:34,010
Biz yegan har bitta ovqatimiz, qabul 
qilgan tabletkamiz

132
00:06:34,034 --> 00:06:35,535
va yotishdan oldin qabul qilgan

133
00:06:36,485 --> 00:06:38,320
dori ta'sirini eslay olganimizdachi?

134
00:06:39,048 --> 00:06:41,758
Bizda to'plangan ma'lumotlardan kelib 
chiqib, nimalar

135
00:06:41,782 --> 00:06:45,642
o'zimizni yaxshi his qilishimizga undashi 
haqida ilmiy ish qilishimiz mumkin.

136
00:06:45,666 --> 00:06:48,142
Tasavvur eting, allergiya va surunkali 
kasalliklarni

137
00:06:48,166 --> 00:06:50,856
boshqarishimizda bu qanchalik 
qo'l kelishini.

138
00:06:52,909 --> 00:06:57,883
Men SI shaxsiy xotirani kuchaytira 
olishiga ishonaman.

139
00:06:59,122 --> 00:07:01,946
Men qachon va qanday omillar bilan 
bog'liqligini aniq

140
00:07:02,627 --> 00:07:04,590
aytolmayman, ammo bu muqarrarligi aniq,

141
00:07:05,923 --> 00:07:10,750
chunki SI ni hozirgi kunda muvaffaqqiyatli
qilgan narsa bu

142
00:07:10,774 --> 00:07:13,267
keng qamrovli ma'lumotlar bazasidir,

143
00:07:13,291 --> 00:07:16,839
mashinalarning ushbu bazadan har 
kunlik turmushda

144
00:07:16,863 --> 00:07:19,922
foydalana olishidadir.

145
00:07:20,505 --> 00:07:23,992
Ushbu ma'lumotlar bazasi hozir hammamiz 
uchun mavjud,

146
00:07:24,016 --> 00:07:27,884
chunki biz telefonda va online orqali

147
00:07:28,570 --> 00:07:30,705
raqamli, vositali hayot olib borayapmiz.

148
00:07:31,833 --> 00:07:35,723
Mening fikrimcha, shaxsiy xotira bu 
xususiy xotiradir.

149
00:07:35,747 --> 00:07:39,684
Biz nimani eslash kerakligini o'zimiz 
tanlaymiz.

150
00:07:40,517 --> 00:07:44,181
Bu mutlaqo alohida saqlanishi kerak.

151
00:07:45,294 --> 00:07:46,756
Hozir, bizning ko'pchiligimiz

152
00:07:46,780 --> 00:07:49,673
uchun rivojlangan shaxsiy xotira ta'siri

153
00:07:49,697 --> 00:07:52,432
yaxshilangan ruhiy yutuq bo'lardi.

154
00:07:52,456 --> 00:07:54,911
Ehtimol, bu ijtimoiy yutuq hamdir.

155
00:07:56,658 --> 00:08:01,305
Lekin Altsgeymer va ruhiy kasalligiga 
uchragan millionlab odamlar uchun

156
00:08:03,209 --> 00:08:05,412
rivojlangan xotira ularning hayotiga 
o'zgarish

157
00:08:05,436 --> 00:08:07,897
kiritishi ular hayotidagi yolg'izlik, qadr-qimmat,

158
00:08:09,016 --> 00:08:10,795
hamda o'zaro aloqadagi o'zgarishdir.

159
00:08:12,166 --> 00:08:17,813
Biz hozir sun'iy intellektning renessans 
davri o'rtasida turibmiz.

160
00:08:18,652 --> 00:08:20,623
Ya'ni, o'tgan bir necha yil davomida

161
00:08:20,647 --> 00:08:24,278
biz yillar davomida kurashib kelayotgan

162
00:08:24,302 --> 00:08:28,272
SI muammolariga yechimni kuzatishimiz 
mumkin.

163
00:08:29,226 --> 00:08:31,893
Bu muammolar suhbatni anglash, yozuvni 
va rasmni

164
00:08:31,917 --> 00:08:33,237
fahmlashdan iborat edi.

165
00:08:34,177 --> 00:08:38,252
Biz bunday kuchli texnologiyani qanday 
foydalanishni o'zimiz tanlashimiz mumkin.

166
00:08:39,268 --> 00:08:44,132
Biz SI ni bizni avtomatlashtirish va biz 
bilan raqobatlasha olishi,

167
00:08:44,156 --> 00:08:48,133
yoki undan bizni rivojlantirishi va biz 
bilan birga ishlashi uchun,

168
00:08:48,157 --> 00:08:51,228
bizning kognitiv cheklovlarimizni yengish

169
00:08:51,252 --> 00:08:54,414
va biz qilayotgan ishni yaxshiroq 
bajarish maqsadida

170
00:08:54,438 --> 00:08:55,729
foydalanishimiz mumkin.

171
00:08:56,339 --> 00:09:02,843
Biz mashinalarga intellekt o'rnatishning 
yangi yo'llarini topganimiz sari,

172
00:09:02,867 --> 00:09:05,936
ushbu intellektni sharoitidan qat'iy 
nazar,

173
00:09:05,960 --> 00:09:08,341
har bir ko'makdoshga muhtoj bo'lgan odamga

174
00:09:08,365 --> 00:09:11,899
yordam berishga hissamizni qo'shishimiz 
mumkin.

175
00:09:13,189 --> 00:09:14,718
Shuning uchun,

176
00:09:14,742 --> 00:09:17,903
har safar mashina aqlliroq bo'lgani sari

177
00:09:18,628 --> 00:09:20,032
biz aqlliroq bo'lamiz.

178
00:09:21,028 --> 00:09:24,761
Shu sababli SI boshqalar bilan 
ulashishga arziydi.

179
00:09:24,785 --> 00:09:25,967
Rahmat.

180
00:09:25,991 --> 00:09:29,964
(Qarsaklar)