Quantumrun

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Ta yaya Farkon Ƙwararrun Ƙwararru na Artificial zai canza al'umma: Makomar basirar wucin gadi P2

David Tal, Mawallafi, Futurist
@DavidTalWrites
LinkedIn

Talata, 09/15/2020 - 13:08

Mun gina pyramids. Mun koyi amfani da wutar lantarki. Mun fahimci yadda duniyarmu ta kasance bayan Babban Bang (mafi yawa). Kuma ba shakka, misali na cliché, mun sanya mutum a kan wata. Duk da haka, duk da waɗannan nasarorin, kwakwalwar ɗan adam ta kasance nesa ba kusa da fahimtar kimiyyar zamani ba kuma, ta hanyar tsoho, shine mafi hadaddun abu a cikin sanannen sararin samaniya-ko aƙalla fahimtarmu game da shi.

Idan aka yi la’akari da wannan gaskiyar, bai kamata ya zama abin ban mamaki ba har yanzu ba mu gina fasaha ta wucin gadi (AI) daidai da mutane ba. AI kamar Data (Star Trek), Rachael (Blade Runner), da David (Prometheus), ko AI maras ɗan adam kamar Samantha (Her) da TARS (Interstellar), waɗannan duk misalai ne na babban ci gaba na gaba a ci gaban AI: bayanan sirri na wucin gadi (AGI, wani lokacin kuma ana kiranta da HLMI ko Level Machine Intelligence).

A wasu kalmomi, ƙalubalen da masu binciken AI ke fuskanta shi ne: Ta yaya za mu iya gina tunanin wucin gadi mai kama da namu yayin da ba ma da cikakkiyar fahimtar yadda tunaninmu yake aiki?

Za mu bincika wannan tambayar, tare da yadda mutane za su yi tsayayya da AGIs na gaba, kuma a ƙarshe, yadda al'umma za ta canza ranar da aka sanar da AGI na farko ga duniya.

Menene babban hankali na wucin gadi?

Zane AI wanda zai iya doke manyan 'yan wasa a Chess, Jeopardy, da Go, mai sauƙi (Deep Blue, Watson, Da kuma AlphaGO bi da bi). Ƙirƙirar AI wanda zai iya ba ku amsoshin kowace tambaya, ba da shawarar abubuwan da kuke so ku saya, ko sarrafa taksi na rideshare-dukkan kamfanonin dala biliyan da yawa an gina su a kusa da su (Google, Amazon, Uber). Ko da AI wanda zai iya fitar da ku daga wannan gefen ƙasar zuwa wancan ... da kyau, muna aiki akan shi.

Amma tambayi AI don karanta littafin yara kuma ya fahimci abubuwan da ke ciki, ma'ana ko ɗabi'a da yake ƙoƙarin koyarwa, ko tambayi AI ya bambanta tsakanin hoton cat da zebra, kuma za ku kawo karshen haifar da fiye da 'yan kaɗan. gajeren zango.

Yanayin ya shafe miliyoyin shekaru yana haɓaka na'urar kwamfuta (kwakwalwa) wanda ya ƙware wajen sarrafawa, fahimta, koyo, sannan aiwatar da sabbin yanayi da cikin sabbin mahalli. Kwatanta hakan da rabin karnin da ya gabata na kimiyyar kwamfuta da ta mayar da hankali kan samar da na’urorin kwamfuta wadanda aka kera su da ayyuka guda daya da aka kera su.

Ma’ana, na’urar mutum-kwamfuta kwararre ne, yayin da kwamfuta ta wucin gadi ta kware.

Manufar ƙirƙirar AGI shine ƙirƙirar AI wanda zai iya yin tunani da ƙarin koyo kamar ɗan adam, ta hanyar ƙwarewa maimakon ta hanyar shirye-shiryen kai tsaye.

A cikin duniyar gaske, wannan yana nufin AGI mai zuwa nan gaba koyan yadda ake karantawa, rubutu, da faɗin wargi, ko tafiya, gudu da hawan keke da kansa, ta hanyar ƙwarewarsa a duniya (ta amfani da kowane jiki ko gabobin jiki / na'urori da muke ba su), da kuma ta hanyar hulɗar ta sauran AI da sauran mutane.

Abin da zai ɗauka don gina hankali na wucin gadi

Yayinda yake da wahala a zahiri, ƙirƙirar AGI dole ne ya yiwu. Idan haƙiƙa, akwai ƙaƙƙarfan kadarorin da ke cikin dokokin kimiyyar lissafi — duniya na ƙididdigewa — wanda a zahiri ya faɗi duk abin da abu na zahiri zai iya yi, isasshe mai ƙarfi, kwamfuta na gaba ɗaya yakamata, bisa ƙa'ida, ta iya kwafi/kwaikwaya.

Duk da haka, yana da wayo.

Alhamdu lillahi, akwai masu binciken AI da yawa masu wayo game da lamarin (ba a ma maganar kamfanoni da yawa, gwamnati da tallafin soja da ke tallafa musu ba), kuma ya zuwa yanzu, sun gano wasu muhimman abubuwa guda uku da suke ganin sun dace a warware su domin kawo AGI zuwa duniyar mu.

Babban bayanai. Hanyar da aka fi sani da ci gaban AI ta ƙunshi wata dabara da ake kira zurfin ilmantarwa-wani takamaiman nau'in tsarin koyo na injin wanda ke aiki ta hanyar tattara bayanai masu yawa, crunching bayanan da aka ce a cikin hanyar sadarwa na simulated neurons (samfuran bayan kwakwalwar ɗan adam), sannan yi amfani da binciken don tsara nasa fahimtar. Don ƙarin bayani game da zurfafa ilmantarwa, karanta wannan.

Misali, a 2017, Google ya ciyar da AI dubban hotuna na kuliyoyi waɗanda tsarin ilmantarwa mai zurfi ya yi amfani da su don koyon ba kawai yadda za a gane cat ba, amma ya bambanta tsakanin nau'o'in cat daban-daban. Ba da dadewa ba suka sanar da sakin na gabatowa Layin Google, Wani sabon aikace-aikacen bincike wanda zai ba masu amfani damar ɗaukar hoto na wani abu kuma Google ba kawai zai gaya muku abin da yake ba, amma ya ba da wasu abubuwan da ke cikin mahallin masu amfani da ke kwatanta shi-mai amfani lokacin tafiya kuma kuna son ƙarin koyo game da takamaiman abubuwan yawon shakatawa. Amma a nan ma, Google Lens ba zai yiwu ba idan ba tare da biliyoyin hotuna da aka jera a cikin injin binciken hoton sa ba.

Duk da haka, wannan babban bayanai da zurfin ilmantarwa har yanzu bai isa ya kawo AGI ba.

Mafi kyawun algorithms. A cikin shekaru goma da suka gabata, wani reshen Google kuma jagora a sararin AI, DeepMind, ya ba da haske ta hanyar haɗa ƙarfin zurfin ilmantarwa tare da ƙarfafa koyo - tsarin ilmantarwa na inji wanda ke da nufin koyar da AI yadda ake ɗaukar ayyuka a cikin sabbin wurare don cimma nasara. manufa kafa.

Godiya ga wannan dabarar matasan, DeepMind's farko AI, AlphaGo, ba wai kawai ya koya wa kansa yadda ake wasa AlphaGo ba ta hanyar zazzage ka'idoji da kuma nazarin dabarun manyan 'yan wasan dan adam, amma bayan wasa da kansa miliyoyin sau sannan ya sami damar doke mafi kyawun 'yan wasan AlphaGo. ta yin amfani da motsi da dabarun da ba a taɓa gani ba a wasan.

Hakanan, gwajin software na DeepMind's Atari ya haɗa da baiwa AI kyamara don ganin allon wasa na yau da kullun, tsara shi tare da ikon shigar da odar wasan (kamar maɓallan joystick), da ba shi burin guda ɗaya don ƙara maki. Sakamakon? A cikin kwanaki, ta koya wa kanta yadda ake wasa da yadda ake ƙware yawancin wasannin arcade na gargajiya.

Amma kamar yadda waɗannan nasarorin farko suke da ban sha'awa, akwai sauran manyan ƙalubalen da za a magance.

Na ɗaya, masu binciken AI suna aiki kan koyar da AI dabarar da ake kira 'chunking' wanda kwakwalwar ɗan adam da na dabba ke da ƙwarewa na musamman. A taƙaice, lokacin da kuka yanke shawarar fita don siyan kayan abinci, zaku iya hangen ƙarshen burin ku (siyan avocado) da ƙaƙƙarfan shirin yadda za ku yi (bar gidan, ziyarci kantin kayan miya, siya). avocado, koma gida). Abin da ba za ku yi ba shi ne tsara kowane numfashi, kowane mataki, kowane abin da zai yiwu a kan hanyar ku zuwa can. Maimakon haka, kuna da ra'ayi (chunk) a cikin tunanin ku na inda kuke so ku je kuma ku daidaita tafiyarku zuwa kowane yanayi da ya taso.

Kamar yadda kowa zai iya ji a gare ku, wannan ikon yana ɗaya daga cikin mahimman fa'idodin da kwakwalwar ɗan adam ke da ita akan AI - shine daidaitawa don saita manufa da kuma bi ta ba tare da sanin kowane dalla-dalla a gaba ba kuma duk da kowane cikas ko canjin muhalli. iya haduwa. Wannan fasaha za ta ba AGIs damar koyo yadda ya kamata, ba tare da buƙatar manyan bayanan da aka ambata a sama ba.

Wani ƙalubale kuma shine ikon ba kawai karanta littafi ba amma fahimci ma'anar ko mahallin bayansa. Dogon lokaci, makasudin anan shine AI ya karanta labarin jarida kuma ya sami damar amsa daidai da kewayon tambayoyi game da abin da ya karanta, irin rubuta rahoton littafi. Wannan ikon zai canza AI daga kawai kalkuleta wanda ke murƙushe lambobi zuwa mahaɗan da ke murƙushe ma'ana.

Gabaɗaya, ƙarin ci gaba zuwa algorithm na koyon kai wanda zai iya kwaikwayi kwakwalwar ɗan adam zai taka muhimmiyar rawa wajen ƙirƙirar AGI, amma tare da wannan aikin, al'ummar AI kuma suna buƙatar ingantattun kayan aiki.

Kayan aiki mafi kyau. Yin amfani da hanyoyin yanzu da aka bayyana a sama, AGI zai yiwu ne kawai bayan mun haɓaka ƙarfin kwamfuta da ke akwai don gudanar da shi.

Don mahallin, idan muka ɗauki ikon kwakwalwar ɗan adam don yin tunani kuma muka canza shi zuwa kalmomin lissafi, to, ƙayyadaddun ƙima na matsakaicin ƙarfin tunanin ɗan adam shine exaflop ɗaya, wanda yayi daidai da 1,000 petaflops ('Flop' yana tsaye ga ayyukan iyo-ma'ana kowace rana). na biyu kuma yana auna saurin lissafi).

Idan aka kwatanta, a ƙarshen 2018, babban na'urar kwamfuta mafi ƙarfi a duniya, na Japan AI Bridging Cloud za su huta a petaflops 130, mai nisa da exaflop guda ɗaya.

Kamar yadda aka zayyana a cikin mu manyan masu sarrafawa babi a cikin mu Makomar Kwamfuta jerin, Amurka da China suna aiki don gina nasu exaflop supercomputer nan da 2022, amma ko da sun yi nasara, har yanzu hakan ba zai isa ba.

Wadannan manyan kwamfutoci suna aiki ne akan megawatts goma sha biyu na wutar lantarki, suna daukar sararin sama da murabba'in murabba'in mita dari, kuma sun kashe miliyoyin dari don ginawa. Kwakwalwar ɗan adam tana amfani da watts 20 kawai na iko, yana dacewa a cikin kwanyar kusan 50 cm a kewaye, kuma akwai mu biliyan bakwai (2018). A wasu kalmomi, idan muna so mu sanya AGIs kamar kowa kamar mutane, za mu buƙaci mu koyi yadda za mu ƙirƙiri su ta hanyar tattalin arziki.

Don wannan, masu binciken AI sun fara yin la'akari da ƙarfafa AIs na gaba tare da kwamfutoci masu yawa. An bayyana dalla-dalla a cikin adadi mai kwakwalwa babi a cikin jerin kwamfutoci na gaba, waɗannan kwamfutoci suna aiki ta hanya dabam dabam fiye da kwamfutocin da muka gina a cikin rabin ƙarni na ƙarshe. Da zarar an kammala shi a cikin 2030s, kwamfuta guda ɗaya za ta fitar da kowane babban kwamfutoci da ke aiki a halin yanzu a cikin 2018, a duniya, haɗa tare. Hakanan za su kasance mafi ƙanƙanta kuma suna amfani da ƙarancin kuzari fiye da na'urorin sarrafa kwamfuta na yanzu.

Ta yaya hankali na wucin gadi zai fi ɗan adam?

Bari mu ɗauka cewa kowane ƙalubalen da aka jera a sama an gano shi, cewa masu binciken AI sun sami nasara wajen ƙirƙirar AGI na farko. Ta yaya tunanin AGI zai bambanta da namu?

Don amsa irin wannan tambayar, muna buƙatar rarraba tunanin AGI zuwa kashi uku, waɗanda ke rayuwa a cikin jikin mutum-mutumi (Bayanai daga star Trek), waɗanda ke da nau'i na zahiri amma an haɗa su ba tare da waya ba zuwa intanit / girgije (Agent Smith daga The Matrix) da waɗanda ba su da siffar jiki waɗanda ke rayuwa gaba ɗaya a cikin kwamfuta ko kan layi (Samantha daga Ita).

Don farawa, AGIs a cikin jikin mutum-mutumi da ke ware daga gidan yanar gizo za su yi gasa daidai da tunanin ɗan adam, amma tare da zaɓin fa'idodi:

Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwaƙwalwa ta Ƙaddamarwa ta AGI ta yi, ƙwaƙwalwar ajiyar su na gajeren lokaci da ƙwaƙwalwar ajiyar mahimman bayanai za su kasance mafi girma fiye da mutane. Amma a ƙarshen rana, akwai ƙayyadaddun sararin samaniya na nawa za ku iya tattarawa a cikin mutum-mutumi, muna ɗauka cewa mun tsara su don kama da mutane. Saboda wannan dalili, ƙwaƙwalwar ajiyar AGI na dogon lokaci zai yi aiki sosai kamar na mutane, yana mantawa da bayanai da tunanin da ake ganin ba lallai ba ne don aikinsa na gaba (domin yantar da '' sarari '').
Sauri: Ayyukan ƙwayoyin cuta a cikin kwakwalwar ɗan adam sun fi girma a kusan 200 hertz, yayin da microprocessors na zamani ke gudana a matakin gigahertz, don haka sau miliyoyi da sauri fiye da neurons. Wannan yana nufin idan aka kwatanta da mutane, AGIs na gaba za su aiwatar da bayanai kuma su yanke shawara cikin sauri fiye da mutane. Yi la'akari, wannan ba yana nufin wannan AGI ba zai yi wayo ko mafi daidai yanke shawara fiye da mutane, kawai cewa za su iya zuwa ga ƙarshe da sauri.
Aiki: A taqaice, qwaqwalwar mutum tana gajiyawa idan ta yi tsayin daka ba tare da hutu ko barci ba, kuma idan ta yi hakan, ƙwaƙwalwarta da iya koyo da tunani suna lalacewa. A halin yanzu, ga AGIs, suna ɗauka suna samun caji (lantarki) akai-akai, ba za su sami wannan rauni ba.
Haɓakawa: Ga ɗan adam, koyon sabon ɗabi'a na iya ɗaukar makonni na aiki, koyan sabuwar fasaha na iya ɗaukar watanni, kuma koyan sabuwar sana'a na iya ɗaukar shekaru. Don AGI, za su sami ikon koyo duka ta hanyar ƙwarewa (kamar mutane) da kuma ta hanyar loda bayanai kai tsaye, kamar yadda kuke sabunta OS akai-akai. Waɗannan sabuntawar suna iya amfani da haɓaka ilimi (sabbin ƙwarewa) ko haɓaka aiki zuwa sigar jiki ta AGIs.

Na gaba, bari mu kalli AGIs waɗanda ke da nau'i na zahiri, amma kuma ana haɗa su ba tare da waya ba zuwa intanit / girgije. Bambance-bambancen da za mu iya gani tare da wannan matakin idan aka kwatanta da AGI marasa haɗin gwiwa sun haɗa da:

Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwaƙwalwa na Ƙwaƙwalwa na Ƙaƙwalwa na Ƙwaƙwalwa na Ƙwaƙwalwa na Ƙwaƙwalwa na Ƙwaƙwalwa ) na AGI na baya yana da, sai dai cewa za su amfana daga cikakken ƙwaƙwalwar ajiyar lokaci mai tsawo tun lokacin da za su iya loda waɗannan abubuwan tunawa zuwa gajimare don samun dama ga lokacin da ake bukata. Babu shakka, wannan ƙwaƙwalwar ajiyar ba za ta kasance mai isa ba a wuraren da ke da ƙarancin haɗin kai, amma hakan zai zama ƙasa da damuwa yayin 2020s da 2030s lokacin da yawancin duniya suka zo kan layi. Kara karantawa a ciki babi na daya na mu Makomar Intanet jerin.
Gudun gudu: Dangane da nau'in cikas da wannan AGI ke fuskanta, za su iya samun damar yin amfani da babban ƙarfin kwamfuta na girgije don taimaka musu warware shi.
Aiki: Babu bambanci idan aka kwatanta da AGI da ba a haɗa su ba.
Haɓakawa: Bambance-bambancen da ke tsakanin wannan AGI kamar yadda ya shafi haɓakawa shine cewa za su iya samun damar haɓakawa a ainihin lokacin, ba tare da waya ba, maimakon yin ziyarta da toshe cikin ma'ajiyar haɓakawa.
Haɗuwa: Mutane sun zama nau'in nau'in nau'in halittu na duniya ba don mu ne mafi girma ko mafi karfi dabba ba, amma saboda mun koyi yadda ake sadarwa da haɗin kai ta hanyoyi daban-daban don cimma burin gamayya, daga farautar Woolly Mammoth zuwa gina tashar sararin samaniya ta duniya. Ƙungiyar AGIs za ta ɗauki wannan haɗin gwiwar zuwa mataki na gaba. Ganin duk fa'idodin fahimi da aka jera a sama sannan a haɗa wannan tare da ikon yin sadarwa ta waya, a cikin mutum da kuma ta nesa mai nisa, ƙungiyar AGI ta gaba / hankalin hive zai iya aiwatar da ayyukan da kyau fiye da ƙungiyar mutane.

A ƙarshe, nau'in AGI na ƙarshe shine sigar ba tare da sigar zahiri ba, wacce ke aiki a cikin kwamfuta, kuma tana da damar yin amfani da cikakken ikon sarrafa kwamfuta da albarkatun kan layi waɗanda masu ƙirƙira ta ke ba ta. A cikin nunin sci-fi da littattafai, waɗannan AGIs yawanci suna ɗaukar nau'ikan ƙwararrun mataimaka/abokai ko tsarin aiki mara kyau na jirgin ruwa. Amma idan aka kwatanta da sauran nau'ikan AGI guda biyu, wannan AI zai bambanta ta hanyoyi masu zuwa;

Gudun: Unlimited (ko, aƙalla zuwa iyakokin kayan aikin da yake da damar zuwa).
Ƙwaƙwalwar ajiya: Unlimited
Aiki: Haɓaka a cikin yanke shawara godiya saboda samun damar zuwa cibiyoyin sarrafa kwamfuta.
Haɓakawa: Cikakken, a cikin ainihin lokaci, kuma tare da zaɓi mara iyaka na haɓaka fahimi. Tabbas, tunda wannan rukunin AGI ba shi da nau'in mutum-mutumi na zahiri, ba zai sami buƙatar haɓaka haɓaka ta zahiri ba sai dai idan waɗannan haɓakawa sun kasance ga manyan kwamfutocin da ke aiki a ciki.
Haɗin kai: Daidai da nau'in AGI na baya, wannan AGI mara jiki zai yi aiki tare da abokan aikin AGI yadda ya kamata. Koyaya, idan aka ba da ƙarin damar kai tsaye zuwa ikon sarrafa kwamfuta mara iyaka da samun damar yin amfani da albarkatun kan layi, waɗannan AGIs yawanci za su ɗauki matsayin jagoranci a cikin ƙungiyar AGI gabaɗaya.

Yaushe dan Adam zai haifar da hankali na farko na wucin gadi?

Babu wata ranar da aka saita don lokacin da ƙungiyar bincike ta AI ta yi imanin za su ƙirƙira ingantaccen AGI. Duk da haka, a Binciken 2013 na 550 na manyan masu binciken AI na duniya, waɗanda manyan masu binciken AI Nick Bostrom da Vincent C. Müller suka gudanar, sun ƙididdige yawan ra'ayoyin zuwa shekaru uku masu yiwuwa:

Shekarar kyakkyawan fata na tsakiya (yiwuwar 10%): 2022
Shekarar gaskiya ta tsaka-tsaki (yiwuwar kashi 50%): 2040
Matsakaici mai raɗaɗin shekara (yiwuwar 90%): 2075

Yaya daidaitattun hasashen nan ba su da mahimmanci. Abin da ke da mahimmanci shi ne cewa yawancin al'ummomin bincike na AI sun yi imanin cewa za mu ƙirƙira AGI a cikin rayuwarmu kuma a farkon wannan karni.

Yadda ƙirƙirar hankali na wucin gadi zai canza ɗan adam

Mun bincika tasirin waɗannan sabbin AI dalla-dalla a cikin babi na ƙarshe na wannan jerin. Wannan ya ce, don wannan babi, za mu ce ƙirƙirar AGI zai yi kama da yanayin al'umma da za mu fuskanta idan mutane su sami rayuwa a duniyar Mars.

Wani sansanin ba zai fahimci mahimmancin ba kuma zai ci gaba da tunanin cewa masana kimiyya suna yin babban abu game da ƙirƙirar wata kwamfuta mafi ƙarfi.

Wani sansanin, mai yiwuwa ya ƙunshi Luddites da masu ra'ayin addini, za su ji tsoron wannan AGI, suna tunanin abin ƙyama ne cewa za ta yi ƙoƙarin kawar da ɗan adam salon SkyNet. Wannan sansanin zai ba da shawarar sosai don sharewa / lalata AGIs a duk nau'ikan su.

A gefe guda, zangon na uku zai kalli wannan halitta a matsayin lamari na ruhaniya na zamani. A duk hanyoyin da ke da mahimmanci, wannan AGI zai zama sabon salon rayuwa, wanda ke tunani daban fiye da yadda muke yi kuma wanda burinsa ya bambanta da namu. Da zarar an sanar da ƙirƙirar AGI, mutane ba za su sake raba duniya tare da dabbobi kawai ba, amma kuma tare da sabon nau'in halittun wucin gadi waɗanda basirarsu ta kai ko sama da namu.

Sansanin na huɗu zai ƙunshi sha'awar kasuwanci waɗanda za su bincika yadda za su yi amfani da AGIs don magance buƙatun kasuwanci daban-daban, kamar cike giɓi a cikin kasuwar ƙwadago da haɓaka haɓaka sabbin kayayyaki da sabis.

Bayan haka, muna da wakilai daga kowane mataki na gwamnati waɗanda za su yi tazarar kansu suna ƙoƙarin fahimtar yadda za a daidaita AGIs. Wannan shine matakin da duk muhawarar da'a da falsafa za su zo kan gaba, musamman game da ko za a bi da waɗannan AGI a matsayin dukiya ko a matsayin mutane.

Kuma a karshe, sansanin na karshe zai kasance sojoji da hukumomin tsaron kasa. A gaskiya, akwai kyakkyawan damar sanarwar jama'a na AGI na farko na iya jinkirta watanni zuwa shekaru saboda wannan sansanin kadai. Me yasa? Saboda ƙirƙirar AGI, a takaice zai haifar da samar da na'ura mai sarrafa kansa (ASI), wanda zai wakilci babbar barazana ta geopolitical da kuma damar da ta zarce ƙirƙirar bam ɗin nukiliya.

Don haka, ƴan surori na gaba za su mai da hankali gabaɗaya kan batun ASIs da ko ɗan adam zai rayu bayan ƙirƙira shi.

(Hanyar ban mamaki fiye da yadda za a ƙare babi? Kuna betcha.)