Chii chinonzi Artificial Intelligence? 672f3i

Artificial Intelligence ishoko rakawedzera mukurumbira mumakore achangopfuura, uye nechikonzero chakanaka. Iyo tekinoroji inoshandura mabatiro atinoita nenyika yakatitenderedza. 2g4v5t

Asi shure kwezvose, chii chinonzi Artificial Intelligence? Muchinyorwa ichi chakakosha, tichaongorora pfungwa, mashandisiro ayo, matambudziko uye tarisiro yeramangwana. Tevera pamwe uye uone kuti AI iri kushandura sei nyika yatinogara mairi.

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Chii chinonzi Artificial Intelligence? 672f3i

A Artificial intelligence inozivikanwa zvakare nemaacronyms IA, muchiPutukezi, kana kuti AI, muChirungu, uye inomiririra imwe yenzvimbo dzinonakidza dzesainzi yekombuta nhasi.

Tekinoroji iyi inobvumira makomputa kana michina kutevedzera njere dzevanhu.

MaAI akavakirwa pamhando uye algorithms akagadzirwa nemasainzi, akagadzirirwa kushanda sehuropi hwemunhu. Vanogona kuziva ruzivo, kuita hukama pakati pavo uye kunyange kufanotaura, nguva dzose, iyo ndiyo mhinduro yakarurama yenyaya yacho.

Mumakore achangopfuura, kwave kune akasiyana pfungwa uye tsananguro dzehungwaru hwekugadzira, asi John McCarthy, musayendisiti ane mukurumbira wekombuta, mune a chinyorwa, yakatsanangura AI se "Sainzi nehuinjiniya hwekugadzira michina yakangwara, kunyanya software ine hungwaru. Zvinoenderana nebasa rakafanana rekushandisa makomputa kuti unzwisise hungwaru hwevanhu, asi AI haifanire kuganhurirwa kune nzira dzinoonekwa nebiologically.".

Maererano nemusayendisiti, kunyange zvazvo tichiona kungwara kwomunhu semwero webudiriro, hatifaniri kuganhurira njere dzokugadzira kuti dzienderane nenzira yedu yokufunga.

Chidzidzo cheAI hachisi chitsva (chakatanga muna 1950), asi changokwanisa kusvika pakukwanisa uku ne "revolutionary" chimiro, nekuda kwezvinhu zvitatu zvazvino: 

Yekutanga kugadzirwa kwemakomputa kana nzvimbo dzedata, ine gigantic process power, inokwana kubata yakaoma artificial intelligence models.

Chinhu chechipiri ndechekuwana kuwanda kwedata, inopiwa neinternet pachayo. Aya, kunyangwe ari “mbishi”, kureva kuti, haana kurongeka uye akaiswa mumapoka, ndiwo hwaro hweAIs kudzidza kurongedza zvinhu nemazvo uye kupa mhinduro dzechokwadi kune izvo zviri kubvunzwa.

Uye chechitatu chine chekuita nemhando dzedata, dzinomiririra uye dzakaringana dzeruzivo rwatinoda kuongorora kana kushandisa. Iwo akavakwa kubatsira maAI kunzwisisa zviri nani zviri kutaurwa.

Neizvi, tinosvika pane zvatinoona nhasi: AI inopindura mibvunzo pane chero nyaya, kugadzira mharidzo dzebasa, mifananidzo mitsva zvachose uye kunyange nziyo dzine manzwi evaimbi chaivo.

Somuenzaniso, kana tikakumbira ChatGPT, AI sisitimu inogona kunzwisisa uye kupindura mibvunzo sekunge munhu chaiye, inova yekugadzira njere, tinogona kuwana mhinduro inotevera:

Artificial intelligence (AI) inoreva ndima yesainzi yekombuta inonangana nekugadzira masisitimu nemichina inokwanisa kuita mabasa anowanzoda hungwaru hwevanhu. AI ine chinangwa chekugadzira zvirongwa uye maalgorithms anogona kuona, kufunga, kudzidza uye kuita sarudzo akazvimirira.

ChatGPT

Aya mapurogiramu kana maalgorithms aripowo mune zvemagetsi izvo zvatinoshandisa, senge mumotokari dzinozvityaira, marobhoti vacuum cleaners uye, hongu, mumabasa akasiyana siyana ayo smartphone yako inokupa.

Asi, kuti isu tinzwisise kuti maAI akasvika sei pano, inguva yekutaura nhoroondo shoma.

Nhoroondo yeArtificial Intelligence 295b6u

Kubva panguva dzekare, pfungwa yezvinhu zvisina hupenyu nehungwaru yanga iripo. Pfungwa yemarobhoti akangwara uye zvisikwa zvekugadzira zvakatanga kuoneka mukati ngano yeGirisi yekare. Mwari Hephaestus, semuenzaniso, yakatsanangurwa sekugadzira marobhoti-akafanana nevaranda vegoridhe. MuIjipiti yekare, mainjiniya akavaka zvidhori zvaifungidzirwa kuti zvaipedzwa nevapristi.

Kwemazana emakore, vanofunga vanoda Aristotle, Ramon Llull, René Descartes e Thomas Bayes yakatsanangura maitiro ekufunga kwevanhu vachishandisa maturusi uye pfungwa dzenguva yavo, vachiisa hwaro hwepfungwa dzeAI dzakadai sekumiririra ruzivo rwese.

Pakupera kwezana remakore rechi1836 nehafu yekutanga yezana remakore rechiXNUMX, basa rinokosha rakamuka raizoita kuti pave nekombiyuta yemazuva ano. Muna XNUMX, nyanzvi yemasvomhu Yunivhesiti yeCambridge, charles babbage e Augusta Ada King, mumwe Countess yeLovelace, yakagadzira chirongwa chekutanga chemuchina unogoneka.

Kunyange zvazvo midzi iri yekare, nhoroondo yeArtificial Intelligence, sezvatinoziva nhasi, isingasviki zana remakore. Pasi apa, tinopa mhedziso yekukurumidza yezvimwe zvezviitiko zvakakosha mubasa rake.

1940s:

• Muna 1943, Warren McCullough e Walter Pitts buritsa chinyorwa "Kuverengera Kunonzwisisika kweMazano Anowanikwa muNervous Activity", iyo inopa yekutanga masvomhu modhi yekuvaka neural network.
• Muna 1949, mubhuku rake "Sangano reMafambiro: A Neuropsychological Theory", Donald Heb inokurudzira dzidziso yekuti nzira dzeneural dzakagadzirwa kubva pane zvakaitika uye kuti kubatana pakati peeuroni kunosimbisa kakawanda kwadzinoshandiswa. The Dzidza hebbana inoramba iri muenzaniso wakakosha muAI.

1950s:

Muna 1950, nyanzvi yemasvomhu Alan Turing, akafunga nezve baba vesayenzi yekombuta, akanyora imwe nyaya kuti apindure mubvunzo wacho “Muchina ungafunga here?, vachibvunza kana zvingaita kugadzira muchina wakangwara. Akagadzirawo bvunzo kuti aone kana kombiyuta yaigona kutevedzera maitiro evanhu. The mukurumbira Turing Test.

Muna 1950, zvakare, munyori wengano dzesainzi Isaac Asimov, akabudisa bhuku rinonzi “Ndinoba”, kubvunza kuti marobhoti akangwara angave akaita sei uye kuti ndeapi mitemo yavanofanira kuteerera. Pano, akagadzirawo mukurumbira wake "3 mitemo yemarobhoti ", izvo zvichiri kushandiswa nhasi kunzwisisa kuti robhoti inofanira kuita sei, pasina kukuvadza vanhu. 

Zvadaro, muna 1956, John McCarthy vakagadzira izwi rekuti "artificial intelligence" pamusangano wekutanga wakatsaurirwa maAI muUnited States, uye zvakare, mugore rimwe chete, chirongwa chekutanga chehungwaru chakagadzirwa, iyo Logic Theorist, iyo yakakwanisa kuita rudzi rwe "automated reasoning".

Zvimwe zvakakosha kubva mumakore gumi zvinosanganisira:

• Muna 1950, vadzidzi ve Harvard, Marvin Minsky e Dean Edmonds kuvaka the SNARC, yekutanga neural network komputa.

• Muna 1950, claude shannon inoburitsa nyaya inoti “Kuronga komputa kuti itambe Chess".
• Muna 1952, Arthur Samuel inogadzira chirongwa chekuzvidzidzira chekutamba cheki.
• Muna 1954, kuyedza kweRussia-kuchiRungu kuturikira muchina Georgetown-IBM Tinoshandura otomatiki mitsara makumi matanhatu yakanyatsosarudzwa muChirungu.
• Muna 1957, Frank Rosenblatt invent the Perceptron kwete Cornell Aeronautical Laboratory, yekutanga artificial neural network.

• Muna 1957, Allen Newell, Herbert Simon e JC Shaw gadzira iyo General Dambudziko Solver (GPS), chirongwa chakagadzirirwa kutevedzera kugadzirisa matambudziko evanhu.
• Muna 1958, John McCarthy inovandudza AI programming language chirimi uye anoburitsaCommon Sense Programs”, chinyorwa chinosimudzira fungidziro Advice Taker, yakakwana AI sisitimu ine kugona kudzidza kubva pane zvakaitika zvinobudirira sevanhu.
• Muna 1959, Herbert Gelernter gadzira chirongwa Geometry Theorem Provider. Chirongwa ichi chakakwanisa kuratidza geometry theorems nenzira yega.
• Muna 1959, Arthur Samuel mari izwi rokuti "kudzidza muchina"(machine learning) ndichishanda kuIBM.
• Muna 1959, John McCarthy e Marvin Minski akawana Artificial Intelligence Project do with.

1960s:

Muma60s, the neural network akanyatsopinda mumepu. Iwo masisitimu anotevedzera kushanda kwemaneuron muuropi hwemunhu, kubvumira michina "kudzidza" sesu, mukuyedza uye kukanganisa fomati. Tichaona zvakadzama gare gare, muchitsauko cheMuchina Kudzidza.

• Muna 1962, John McCarthy inotanga AI Lab em Stanford.
• Muna 1966, Joseph Weizenbaum kubereka ELIZA, wekutanga Software yenhaurirano simulation (Chatbot) muMIT Artificial Intelligence murabhoritari.

• Muna 1966, mushumo we Otomatiki Mutauro Processing Advisory Committee (ALPAC), kubva kuhurumende yeUS, inodonongodza kushaikwa kwebudiriro mukutsvagisa shanduro yemuchina. A great initiative by Cold War nevimbiso yekushandura otomatiki uye nekukasika kubva kuRussia.

1970s:

Muma1970, mutauro wepurogiramu PROLOG inogadzirwa uye mushumo Lighthill inoburitswa nehurumende yeBritish, ichitsanangura kuodzwa mwoyo mukutsvagisa kweAI uye zvichikonzera kudzikiswa kwakakosha kumari yeprojekiti. Iyi nguva inozivikanwa se "Kutanga AI Chando".

• Muna 1970, yekutanga yakabudirira nyanzvi masisitimu, DENDRAL e MYCIN, zvinogadzirwa mukati Stanford. Nyanzvi masisitimu software inovavarira kutevedzera kufunga kwenyanzvi mune imwe nzvimbo yeruzivo, mune iyi nyaya, kubatsira vanachiremba mukuongororwa uye kurapwa kwezvirwere zvinotapukira.
• Muna 1972, mutauro wepurogiramu PROLOG inogadzirwa na Alain Colmerauer nevasonganiri vayo mu Yunivhesiti yeMarseille. Mutauro wacho wakazvarwa kubva kupurojekiti yakanga isingatarise kushandisa mutauro wechirongwa, asi pakugadzirisa mitauro yechisikigo.
• Muna 1973, muna Waseda University, muJapan, the WABOT-1, inofungidzirwa yekutanga anthropomorphic robot. Pakati pezvinhu zvayo, kukwanisa kufambisa nhengo dzayo, kuona uye kutaura kunomira pachena.

• Muna 1978, Digital Equipment Corporations gadzira iyo R1 (inozivikanwawo se XCON), yekutanga yakabudirira yezvokutengeserana nyanzvi system. Yakagadzirirwa kugadzirisa maodha emakomputa matsva, R1 inotanga kuwedzera kwekudyara mune nyanzvi masisitimu anozogara kwechikamu chiri nani chemakore gumi.
• Pakati pa1974 na1980, kushushikana nekufambira mberi mukusimudzira kweAI kwakakonzera kuderedzwa kukuru murubatsiro rweAI rwedzidzo. DARPA. Yakasanganiswa neshumo ALPAC uye mushumo Lighthill yegore rapfuura, mari yeAI inooma uye kutsvagisa kunomira.

1980s:

Mumakore ekuma1980, matekinoroji akadai seanyanzvi matsva masisitimu uye mitauro yekuronga zvakabuda. chirimi, uye kudyara kwakakosha muAI kunoitika. Iyi nguva inozivikanwa se "Nyanzvi Systems Boom” uye inoratidza kupera kwe Kutanga AI Chando.

Kunyange mumakore gumi iwayo, muna 1986, zvinorangarirwa zvino “baba vane njere dzakagadzirwa", Geoffrey Everest Hinton, yakagadzira algorithms inokwanisa kudzidzisa neural network nenzira yakatooma kunzwisisa uye kunyangwe pasina rubatsiro rwevaongorori ivo pachavo, izvo zvinonzi nhasi. Deep Learning kana kudzidza kwakadzika muchina. Ndizvozvo, maAI anotanga kudzidza ega pano, muongorori anongoda kuvapa data kuti "vadzidze"!

Zvimwe zvakakosha zvinosanganisira:

• Muna 1982, Japan yakatanga chirongwa chinoshuvira che Fifth Generation Computing Systems, FGCS. Chinangwa che FGCS ndeyekugadzira supercomputer-senge kuita uye chikuva chekusimudzira AI.
• Muna 1983, mukupindura kune FGCS yeJapan, hurumende yeUS inotanga iyo Strategic Computing Initiative kupa mari kune DARPA yekutsvaga muAI uye tekinoroji yeruzivo.
• Muna 1985, makambani ari kushandisa mari inopfuura bhiriyoni remadhora pagore pahurongwa hwenyanzvi uye indasitiri yese inozivikanwa semusika wemashini. chirimi zvinoratidzika kuvatsigira. Makambani akadai Symbolics e Iyo kambani Lisp Machines Inc. kuvaka makomputa akasarudzika kuti ashandise AI programming mutauro chirimi.

• Muna 1986, Hinton, Rumelhart e Williams buditsa "Kudzidza zvinomiririra kuburikidza nekudzokera shure kwezvikanganiso”, zvichibvumira zvakadzika neural network kugadzirwa.
• Pakati pa1987 na1993, nekuvandudzwa kwetekinoroji yekombuta, dzimwe nzira dzakachipa dzakabuda uye musika wemashini. chirimi inodonha muna 1987, ichivhura iyo "Chando chechipiri cheAI". Munguva iyi, masisitimu ehunyanzvi akadhura zvakanyanya kuchengetedza nekuvandudza, pakupedzisira achiwira mukusashandiswa.

1990s:

Mumakore ekuma1990, dandemutande rinove rave kuwanikwa zvakanyanya, richibvumira huwandu hukuru hwe data kuunganidzwa uye kuwanikwa kudzidzisa maAI mhando. Pamusoro pezvo, kufarira neural network uye kudzidza kwemichina kunovandudzwa.

• Muna 1991, mauto eUnited States akatumira DART, otomatiki kuronga zvinhu uye kuronga chishandiso, panguva yeGulf War.
• Muna 1992, Japan yakapedza basa racho FGCS, achidudza kukundikana kusvitsa nharidzano huru dzakagadzwa makore gumi apfuura.
• Muna 1993, DARPA inovhara iyo Strategic Computing Initiative, mushure mekushandisa mari inoda kusvika US$1 bhiriyoni uye kuderera zvakanyanya pane tarisiro.
• Muna 1997, iyo Deep Blue da IBM shasha yenyika chess inohwina Garry kasparov.

• Muna 1999, iyo firimu Matrix inotangwa, ichiwedzera mukurumbira pfungwa yeArtificial Intelligence nemabatiro ayo munharaunda.

2000s kusvika nhasi:

Kubva kuma2000s, AI yave kuwedzera kuvepo muhupenyu hwedu hwemazuva ese, kubva kune chaiwo vabatsiri kuenda kune inzwi uye mifananidzo yekuziva masisitimu, pamwe nemotokari dzinozvimiririra uye humwe hunyanzvi. Maitiro matsva akadai seyakadzika neural network, mitauro yechisikigo kugadzirisa (NLP), uye kudzidzira kwekusimbisa inogadzirwa uye inovandudzwa.

Pakati pe2018, maAI yakaramba ichishanduka nekukurumidza uye yakasvika yekutanga "Great Language Models" kana LLMs, muchidimbu chayo chechirungu, ari neural network inokwanisa kududzira huwandu hwakakura hwezvinyorwa kuburitsa mhinduro dzakakodzera. Uye ndizvo chaizvo zvatinoona nhasi mazviri ChatGTP, hungwaru hwekugadzira hwakatangwa muna 2022 hunopindura mibvunzo yemushandisi nemirairo.

Tarisa uone chokwadi chazvino:

• Muna 2002, IRobot tanga iyo Roomba, yekutanga-yakagadzirwa yakawanda-yakagadzirwa pamba robhoti vacuum cleaner ine AI-powered navigation system.
• Muna 2005, motokari yakasununguka STANLEY tsime rezita rokutanga anokunda the DARPA Grand Dambudziko.

• Muna 2005, mauto eUnited States akatanga kuisa mari mumarobhoti akazvimirira akadai se “.Imbwa hombe"inopa Boston Dynamics uye"PackBot"inopa iRobot.
• Muna 2008, iyo Google inosimudzira tekinoroji yekuziva matauriro uye inounza mashandiro muapp yako iPhone.
• Muna 2010, apuro tanga iyo Siri, AI-powered virtual mubatsiri, inofambiswa neiyo iOS inoshanda sisitimu.
• Muna 2011, iyo Watson da IBM anokunda nyore kukwikwidza muchirongwa Pangozi!.

• Muna 2012, Andrew Ng, muvambi weprojekiti Google Brain Deep Kudzidza, inodyisa neural network ichishandisa zvakadzama kudzidza algorithms nemamiriyoni gumi emavhidhiyo kubva YouTube seti yekudzidzira. Iyo neural network yakadzidza kuziva katsi pasina kuudzwa kuti katsi chii, ichiunza nguva yekufambira mberi muneural network uye mari mukudzidza kwakadzama.
• Muna 2012, iyo Google inoita yekutanga yekuzvifambisa mota kuti ipfuure bvunzo yekutyaira yenyika.
• Muna 2014, Alexa da Amazon, mudziyo wakangwara wepamba unotangwa.
• Muna 2015, yekutanga "robhoti mugari”, robot rakadaidzira Sophia, inogadzirwa na Hanson Robotics uye inokwanisa kucherechedzwa pachiso, kutaura nemuromo uye chimiro chechiso.

• Muna 2016, iyo AlphaGo do Google DeepMind anokunda Go world shasha, Lee Sedol. Kuoma kwemutambo wekare weChinese kwakaonekwa sechipingamupinyi chikuru cheAI.
• Muna 2018, iyo Google inotanga injini yekugadzira mutauro wechisikigo BATA, kuderedza zvipingamupinyi mukududzira uye kunzwisisa kuburikidza nemichina yekudzidzira kushandiswa.
• Muna 2018, Waymo tanga sevhisi yako Waymo Mumwe, ichibvumira vashandisi mukati memetro Phoenix kukumbira pikicha kubva kune imwe yemotokari dzinozvimiririra dzekambani.
• Muna 2020, Baidu inotanga Artificial Intelligence algorithm LinearFold yezvikwata zvesainzi nezvekurapa zviri kushanda mukugadzira mushonga wekudzivirira panguva yekutanga kweiyo SARS-CoV-2 denda. Iyo algorithm inogona kufanotaura kutevedzana kwehutachiona hweRNA mumasekonzi makumi maviri nenomwe chete, kukurumidza ka27 kupfuura dzimwe nzira.
• Muna 2020, OpenAI inotanga modhi yekugadzira mutauro wechisikigo GPT-3, inokwanisa kugadzira zvinyorwa zvakaenzanisirwa pamatauriro nemanyorero evanhu.
• Muna 2020, iyo AlphaFold2 da Deepmind inogadzirisa dambudziko rekupeta mapuroteni, zvichigadzira nzira yekuwanikwa kwezvinodhaka zvitsva uye kufambira mberi mune zvekurapa.

• Muna 2021, OpenAI gadzira iyo SLAB, maererano ne GPT-3, inokwanisa kugadzira mifananidzo kubva kune zvinyorwa zvinokurudzira.
• Muna 2021, iyo National Institute of Standards uye Technology inotangisa gwaro rekutanga rayo AI Risk Management Framework, mutungamiri wekuzvipira kubva kuU.SA "kugadzirisa zvirinani njodzi kune vanhu, masangano uye nzanga ine chekuita nehungwaru hwekugadzira".
• Muna 2022, Deepmind inopa iyo Katsi, chirongwa cheAI chakadzidziswa kuita mazana emabasa, kusanganisira kutamba mitambo Atari, Caption mifananidzo uye shandisa robhoti ruoko kurongedza matombo.
• Muna 2022, iyo Google kupisa injiniya Blake Lemoine zvako zvisimbiso chei kana Mutauro weGoogle weMutauro WemaApplications (LaMDA) akanga achiziva.
• Muna 2023, Microsoft inotanga AI vhezheni ye Bing, injini yayo yekutsvaga, yakavakwa neiyo tekinoroji iyo inopa simba Chat GPT.
• Muna 2023, iyo Google inozivisa Bard, kutaurirana panguva imwe chete yeAI.
• Muna 2023, maartist anoisa chiitiko chakaungana vachipokana Kugadzikana AI, deviantART e midjourney zvekushandisa kwako Yakagadzikana Diffusion kusanganisa zvakare mabasa anekodzero emamiriyoni evatambi.
• Muna 2023, OpenAI tanga iyo GPT-4, mutauro wayo wakaoma zvikuru kusvika nhasi.

Zvakanaka, nenyaya yazvino, ikozvino tichanzwisisa kuti marudzi eArtificial Intelligence akaiswa sei.

Ndedzipi mhando dzeArtificial Intelligence? 576r6j

Kazhinji, masayendisiti anowanzo patsanura maAI kuita 5 mhando huru, imwe neimwe nhanho pamanera ekuswedera kana kutopfuura pfungwa dzemunhu:

Reactive AIs 303f26

Mhando yekutanga ndiyo Reactive AIs, vasingayeuki uye vasingadzidzi muzvikanganiso kana kuti zvakaitika kare.

Muenzaniso wakajairika wemuchina unoshanda irobhoti rakagadzirirwa kugadzira zvikamu zvemotokari pamutsetse wekugadzira. Robhoti ine masensa anoitendera kuona kuvepo kwezvikamu uye michina munzvimbo yayo yebasa. Yakarongedzerwa kuita mabasa chaiwo, akadai sewelding uye kucheka, mukupindura kurudziro yakaonekwa nema sensors ayo.

Yakaganhurirwa Memory AIs 5a234l

Rudzi rwechipiri ndirwo Yakaganhurirwa Memory AIs, vanodzidza kubva mukukanganisa kana kuti zvakaitika kare kuti vaite zvisarudzo. Machina ane ndangariro shoma anogona kuchengeta yapfuura data uye fungidziro kuita chaiyo-nguva sarudzo. Iwo akanyanya kuomarara pane reactive michina uye anopa mamwe mikana.

Heano vabatsiri vevanhu vakaita se Google, Alexa and the Siri uye kunyangwe akakosha mabasa panharembozha yako, senge kuona zvinhu zvekuvandudza muvhidhiyo kana mufananidzo.

Iyo AIs Reactive zvinobva Yakakwana Memory, dzinoiswawo se Yakaganhurirwa Artificial Intelligence, kana kuti acronym INA, muchirungu. Vanodanwa nemukurumbira "Isina simba AI" uye inosanganisira ese maAI atinawo munyika.

Dzidziso yepfungwa AIs npu

Rudzi rwechitatu runodanwa Theory of Mind AI, uko masangano akangwara anogona kunzwisisa uye kutsanangura zvisarudzo zvawo nenzira iyo vanhu vanogona kuzvinzwisisa. Mune mamwe mazwi, AI inonzwisisa uye inoziva avo vanodyidzana nayo, vachinzwisisa zvavanoda, manzwiro uye zvavanotenda.

Iyi mhando yeAI haisati yagadzirwa, asi zvinokwanisika kuti munguva pfupi tichaona chimwe chinhu chakadai kunze uko, asi semuenzaniso wekunyepedzera, mufirimu "Chipande Runner 2049", mumwe wevatambi iAI inogona kunzwisisa manzwiro evanhu uye kunyange kuanzwa.

Kuzviziva wega AI 3t5712

Rudzi rwechina, rwakanyanya kufambira mberi, ndirwo Kuzviziva wega AI. Muchikamu ichi, Artificial Intelligence inowana kuzviziva kwayo, zvido zvayo uye kunyangwe manzwiro ayo. Vanorongwa se Artificial General Intelligence, kana kuti acronym AGI, muchiRungu, asiwo inonzi “Yakasimba AI".

AI inozviziva yega inogona kudzidza nezvayo uye nenyika yakaitenderedza, uye yaizove nekuzivikanwa kwayo. Kuzviziva kunoonekwa sechinangwa chekupedzisira cheAI, asi inoonekwawo sedambudziko retsika uye nehuzivi sezvo inomutsa mibvunzo nezve chimiro chekuziva uye kuzivikanwa.

Imwe yedzidziso dzinonyanya kuzivikanwa nezvekuziva ndeye Integrated Information Theory (IIT), inokurudzirwa neurologist Giulio Tononi muna 2004. IIT inoratidza kuti kuziva kunomuka apo hurongwa hunogona kubatanidza ruzivo kubva kune zvakasiyana-siyana uye kugadzira chimiro chakabatana chekuziva. Maererano nepfungwa iyi, kuziva kunobva kwete chete pakuoma kwehurongwa, asiwo pakukwanisa kuunganidza ruzivo uye kugadzira mamiriro emunhu ekuziva.

Mhando iyi haisati yagadzirwa, asi inofungidzirwa kuti tiri kuswedera pedyo nekuona "AI inozviziva" munguva pfupi iri kutevera, kufunga uye kuita semunhu.

Semuenzaniso wekunyepedzera, mufirimu "Ex Machina”, imwe AI yakafona Ava yakagadzirirwa nekugona kudzidza pamusoro payo uye kukudziridza hunhu hwayo, ichimutsa mibvunzo pamusoro pezvinoreva kuva munhu uye basa reAI munzanga.

Super AI 281p6l

Asi pane danho rechishanu, rinonzi Super-AI ou Artificial Superintelligence, kana kuti acronym ASI, muchiRungu, inonziwo “Super Yakasimba AI".

Nguva yainosvika yatova nezita: umwechete. Ichamiririra chiitiko chikuru mukushanduka-shanduka kwesayenzi, uko makombiyuta achava nenjere dzinopfuura dzevanhu, ndiko kuti, pamusoro pezvatinokwanisa kufunga. 

Pano, ramangwana rinonakidza uye rinoshungurudza, sezvo maAI aya angatibatsira kurapa zvirwere uye kufambira mberi mune zvemichina, asi vanogonawo kusarudza kuti rudzi rwevanhu haruchadiwi kana kuti runofanira kubatwa sevakaderera.

Zvakafanana nezvinoitika mufirimu The Terminator, umo hungwaru hwekugadzira hunosarudza kutibvisa, kana muThe Matrix, nyaya inotaurira kuti AI yakatonga sei vanhu uye yakavashandura kuita "mabhatiri" emichina.

Kubva ipapo zvichienda mberi, maAI anogona kusadzoreka. Zvinotyisa sei, handiti?

Kudzidza Kwakadzika vs. Kudzidza kwakadzama Machine Learning 2y5ru

Kudzidza muchina (muchina kudzidza) e Kudzidza Kwakadzika ndiwo maitiro maviri akakosha muhungwaru hwekugadzira anobvumira michina kuti idzidze otomatiki kubva kune data uye kugadzirisa mashandiro avo nekufamba kwenguva.

Matekinoroji ese ari maviri akashandiswa zvakanyanya mumaindasitiri akasiyana siyana, anosanganisira mari, hutano hwehutano, zvekufambisa, zvitoro, uye zvimwe zvakawanda. Zvisinei, pasinei nekuzivikanwa kwavo, vanhu vazhinji vachiri nemibvunzo pamusoro pekusiyana kwemaitiro maviri uye kuti angashandiswa sei mumamiriro akasiyana.

Chii chinonzi Machine Learning? 356i63

O Machine Learning inzira yeAI inotarisa pamakina ekudzidzisa kudzidza kubva kune data pasina kurongwa zvakajeka. Pane kudaro, iyo algorithms Machine Learning shandisa nzira dzechiverengero kuona mapatani mumaseti edata uye, zvichibva pamapatani aya, ita fungidziro kana sarudzo.

Zvinova nyore kunzwisisa kana tikatarisa matanho matanhatu anoshandiswa kudzidzisa muchina une ndangariro shoma:

1. Ronga data kudzidzisa muchina (dhata yekudzidzisa);
2. Gadzira muenzaniso kuti muchina kudzidza;
3. Tarisa uone kana modhi inogona kufanotaura;
4. Tarisa kuti modhi inogona kugamuchira mhinduro (pfungwa) kubva kuvanhu kana nharaunda;
5. Sevha mhinduro iyi se data;
6. Dzokorora izvi zvese kakawanda kuti uvandudze mashandiro emuchina.

Uchishandisa nhanho idzi, pane nzira ina huru dzekudzidzisa muchina kudzidza kubva kune data:

• Kudzidziswa Kunotariswa: Apa ndipo patinodzidzisa muchina kuziva ruzivo tichibatsirwa nemienzaniso yakawanda. Zvakafanana nekudzidzisa imbwa kuziva bhora. Tinoratidza mabhora akawanda uye toti "ndiro bhora". Saizvozvowo, kudzidzisa muchina kuziva mifananidzo yemabhiza, tinouratidza mifananidzo yakawanda yatinotoziva kuti mabhiza. Saka, muchina unodzidza wega kuziva mabhiza mune mimwe mifananidzo.
• Akudzidza kusingatarisirwi: Apa ndipo patinodzidzisa muchina kutsvaga mapatani mudhata tisingade kuti mumwe munhu ataure kuti chidimbu chega chega chii. Zvakafanana nekuronga zvinhu kuita zvikwata pasina anokuudza kuti ndezvipi zvinhu zvinoenda pamwe chete. Muchina uyu unodzidza wega kuti uwane kufanana pakati pezvinhu uye wozvibatanidza zvichienderana nekufanana uku. Izvi zvinobatsira pakutsvaga mapatani mune data uye kuita tsananguro pamusoro pazvo.
• Semi-supervised kudzidza: musanganiswa wemhando mbiri dzakapfuura. Rumwe ruzivo runodzidziswa, asi muchina unofanirwa kufunga wega kuti ungaronga sei ruzivo kuti uwane mhedzisiro chaiyo. Zvakafanana nekudzidzisa imbwa kuti ibate bhora dzvuku chete, asi inoda kuona kuti ingazviita sei iri yega.
• Reinforcement Learning: Apa ndipo patinodzidzisa muchina kuita chimwe chinhu kuburikidza nekuedza nekukanganisa. Muchina uyu unoita basa uye unogamuchira mhinduro yakanaka kana ukaita zvakanaka uye nemhinduro dzisina kunaka kana ukaita zvisina kunaka. Zvakafanana nekudzidzisa imbwa kutora toyi. Kana akanhonga chitoyi chakakodzera, anowana chinonaka. Kana ukawana isiriyo, hapana chaunowana.

Chii chinonzi Deep Learning? 3m1b31

O Deep Learning (Kudzidza Kwakadzika, mushanduro yemahara) inyanzvi yeKudzidza Muchina inoshandisa Artificial neural network kudzidza kubva kune data.

A neural network is artificial neurons inonzi perceptrons, iyo inoshandiswa kuongorora uye kuronga data. Vanoshanda sekombuta diki inogamuchira ruzivo uye inoita masvomhu. Dhata inopinzwa muchikamu chekutanga chetiweki, uko perceptron yega yega inogamuchira kuverenga uye yozoendesa ruzivo urwu kune akati wandei mamwe maperceptron mune inotevera layer.

Kana neural network iine akaturikidzana matatu, inodaidzwa kuti “deep neural network” kana Deep Learning. Mamwe maneural network emazuva ano ane mazana kana kunyange zviuru zvezvikamu. Kubuda kwekupedzisira perceptrons kunoita basa rakagadzirirwa neural network, sekuronga chinhu kana kutsvaga mapatani mu data.

Kana iyo neural network ichidzidziswa nemienzaniso yakawanda, inogona kudzidza kuziva mapatani uye kuita mabasa akaomarara sekuziva kutaura, kucherechedzwa kwemifananidzo, uye kugadzirwa kwemutauro wechisikigo (NLP).

Kune mhando dzakasiyana dzeartificial neural network, imwe neimwe inoshandiswa kune chaiwo mabasa. Zvimwe zvinonyanya kuzivikanwa ndezvi:

As FeedForward (FF) network anoshandiswa kurongedza zvinhu, zvakaita semifananidzo kana zvinyorwa. Iyo data inoenda nepakati akati wandei kusvika yasvika mhinduro yekupedzisira. MaFF anowanzo kusanganiswa nekukanganisa kugadzirisa algorithm inonzi "BackPropagation", iyo inodzokorodza nzira yenetiweki yakatarisana nemhedzisiro yekuvandudza chokwadi.

As Recurrent Neural Networks (RNN) anoshandiswa kufanotaura zvinhu zvichibva pakutevedzana kwedata, semazwi ari muzvinyorwa. Vane "chiyeuchidzo" chezvakaitika muchikamu chakapfuura uye chinoshandiswa pakuzivikanwa kwekutaura, kududzira uye kunyora pasi.

As Yakareba Yenguva Ipfupi Memory (LSTM) network imhando yakakosha yeRNN iyo inogona kurangarira zvinhu kubva kumatanho apfuura. Ivo vanoshandiswa kufanotaura zvinhu zvichibva pane zvakapfuura data, senge mukuzivikanwa kwekutaura.

As Convolutional Neural Networks (CNN) inonyanya kushandiswa kugadzira mifananidzo. Vanotarisa zvikamu zvakasiyana zvemufananidzo uye vozvibatanidza kuti vasvike pamhedzisiro.

As Generative Adversarial Networks (GAN) Izvo zvinoshandiswa kugadzira mifananidzo yechokwadi uye kunyange kugadzira art. Ivo vanoshanda semutambo, mune imwe network inogadzira mienzaniso iyo imwe network inoedza kuratidza kuti ndeyechokwadi kana nhema.

Ndeupi musiyano uripo pakati peKudzidza kweMichina uye Kudzidza Kwakadzika? 712m5t

Musiyano mukuru pakati Machine Learning e Deep Learning ndeyekuti imwe neimwe iri nani pakubata mhando dzakasiyana dze data. O Machine Learning inobatsira kune yakarongeka data senge kutengesa kufanotaura uye kuona hutsotsi, uku Deep Learning inonyanya kukodzera kune yakaoma, isina kurongeka data yakadai semifananidzo uye odhiyo.

Imwe misiyano yakakosha ndeyehuwandu hwe data inodiwa kudzidzisa muenzaniso. O Deep Learning kazhinji zvinoda data seti yakakura kuti ishande, nepo Machine Learning inogona kushanda zvakanaka nediki data seti.

Pakupedzisira, kudzidzisa muenzaniso Deep Learning yakanyanya kuoma uye inotora nguva kupfuura kudzidzisa modhi Machine Learning, asi zvinogona kuguma nekufanotaura kwakanyatsojeka uye kuita zviri nani pamabasa akaoma.

Kufambira mberi kwemagenerative modhi 296h3y

Artificial Intelligence yakafambira mberi nekukurumidza mumakore achangopfuura, uye imwe yenzvimbo dzakawana mukurumbira kufambira mberi generative models. Iwo ikirasi yazvino yeAI inoshandiswa kugadzira ruzivo rutsva. 

Vanogona kugadzira mifananidzo, zvinyorwa zvese, mimhanzi uye kunyange mavhidhiyo kubva pane seti yekudzidziswa data. Aya ndiwo algorithms Deep Learning iyo inogona kudzidza kugadzira ruzivo rutsva uye inosiyaniswa kubva kusarura, inoshandiswa chete kurongedza kana kuisa mazita data.

Semuenzaniso, zvinokwanisika kudzidzisa generative modhi kuverenga zvinyorwa zvese mu Wikipedia wobva washandisa ruzivo irworwo kugadzira zvinyorwa zvitsva zvichibva pane chimwe chikumbiro. Mumwe muenzaniso ungave uri kudzidzisa generative modhi nemabasa e Rembrandt uye wozoishandisa kugadzira mabasa matsva eunyanzvi

Fungidzira iwe unoda kugadzira rwiyo rutsva, semuenzaniso, asi iwe hauzive kuridza chero chiridzwa. Unogona kushandisa generative mimhanzi mugadziri modhi senge MusicLM do Google uye utsanangure kwairi rudzi rwerwiyo kana mutinhimira waunoda, uye ichakubudisira rwiyo rutsva chose kwauri.

Kugadzira zvinyorwa kana mifananidzo, maitiro akafanana, ingotsvaga yakasarudzika modhi, senge Bing neAI kubva Microsoft, yezvinyorwa uye mhinduro, kana iyo midjourney, yemifananidzo, nyorera kwavari zvaunoda.

Ichi chiito chekunyora mirairo kana zvikumbiro kune maAI chinonzi "Kukurumidza".

Chinhu chinonyanya kushamisa ndechekuti iwe unongoda kunyora chikumbiro chako kana Kukurumidza mumutauro wechisikigo, uyo masystem anonzwisisa, uye mumutauro chero upi zvawo.

Somuenzaniso, unogona kutsanangura kune Midjourney, AI inogadzira mifananidzo yakaita senge: "Fungidzira mufananidzo wemufananidzo wemusikana akatasva skateboard", kana kubvunza Chat GPT avo "vanonyora nyaya inonakidza pamusoro pematatya nemachinda". Mhedzisiro inenge mashiripiti.

Muchidimbu, kugadzira mamodheru inzvimbo inovimbisa yeAI iyo yave kutoshandiswa zvakanyanya muzvikamu zvakasiyana. A trend ndeyekuti aya mamodheru anowedzera kuve akarurama uye anoshanda, achivhura musuwo wenguva itsva yeAI.

Tingawanepi njere dzokugadzira? 29b1h

AI iripo munzvimbo dzakawanda uye zvikamu, kushandura maitiro atinoita mabasa uye kupindirana nehunyanzvi. Pazasi pane mimwe mienzaniso yekwatinogona kuwana artificial intelligence:

• Kuzivikanwa kwekutaura: Tekinoroji yekuzivikanwa kwekutaura inoshandiswa mune nharembozha, senge chaiwo vabatsiri vakaita Siri, kuita tsvakiridzo yezwi uye kupa kuwanikwa mumameseji.
• Mabatiro evatengi: Vamiriri veVirtual vari kuwedzera kuwanda musevhisi yevatengi, vachipindura mibvunzo inowanzo bvunzwa, vachipa zano remunhu uye kubatsira kuyambuka-kutengesa zvigadzirwa. Mienzaniso inosanganisira chatbots pane e-commerce mawebhusaiti uye mameseji mameseji senge Facebook Messenger e WhatsApp.
• Computer kuona: Kuona komputa inobvumira masisitimu nemakomputa kuongorora ruzivo rwekuona, semifananidzo nemavhidhiyo, kutora matanho. Zvishandiso zvinosanganisira mapikicha ekumaka pasocial media, kuongororwa kwekurapa kwekufungidzira, uye mota dzinozvityaira.
• Recommender masisitimu: AI algorithms anoshandiswa mukurudziro masisitimu kuona maitiro uye kupa mazano emunhu. Izvi zvinowanzoonekwa muzvitoro zvepamhepo, uko kurudziro yechigadzirwa inogadzirwa panguva yekutarisa.
• Automated stock trading: AI-yakavakirwa yakakwirira-frequency yekutengesa mapuratifomu anoita zviuru kana mamirioni ekutengesa zuva nezuva, pasina kupindira kwevanhu, optimize stock portfolio.
• Robotics: Robhoti inoshandisa AI kugadzira nekugadzira marobhoti anokwanisa kuita mabasa akaoma kana kudzokorora. Aya marobhoti anoshandiswa mumitsara yekugadzira maindasitiri, kuongorora nzvimbo uye kushamwaridzana.

• Autonomous mota: Iko kusanganiswa kwekuona kwekombuta, kucherechedzwa kwechifananidzo uye kudzidza kwakadzama kwakakosha pakuvandudzwa kwemotokari dzinozvimiririra, dzinogona kutyaira nekugara mune imwe nzira uye kudzivirira zvipingamupinyi zvisingatarisirwi.
• Zvinyorwa, mufananidzo uye chizvarwa chekuteerera: Maitiro ekugadzira AI anoshandiswa kugadzira mhando dzakasiyana dzemidhiya zvichibva pane zvinyorwa zvinokurudzira. Izvi zvinosanganisira photorealistic art, email mhinduro, uye zvinyorwa.

Pamusoro pemienzaniso iyi, AI iripo muzvikamu zvakati wandei nemisika, kusanganisira:

• utano: AI iri kushandiswa mundima yehutano yekuvandudza mhedzisiro yevarwere uye kuderedza mitengo. Machina ekudzidza algorithms anoshandiswa kukurumidza uye kwakaringana kuongororwa kwekurapa. Pamusoro pezvo, vabatsiri vechokwadi uye ma chatbots anoshandiswa kubatsira varwere kuwana ruzivo rwekurapa, kuronga kugadzwa, uye kubatsira nemaitiro ekutonga.

• Bhizinesi: AI iri kubatanidzwa mune analytics uye vatengi hukama manejimendi (CRM) mapuratifomu ekuvandudza sevhisi. Chatbots akaiswa mumawebhusaiti kuti ape rubatsiro rwekukurumidza, uye generative AI tekinoroji senge Chat GPT, iri kushandura magadzirirwo echigadzirwa nemhando dzebhizinesi.
• Dzidzo: AI inokwanisa otomatiki kuongorora uye kugadzirisa kune zvinodiwa nevadzidzi, ichivabvumira kuti vashande nekumhanya kwavo. Varairidzi veAI vanopa rumwe rutsigiro uye vanogona kubatsira vadzidzisi kugadzira zvekudzidzisa. Zvisinei, the kushandiswa kweAI mune dzidzo zvinodawo kufungisisa nezvemitemo yekunyepedzera uye mabasa emudzidzi.
• mari: Zvemunhu mari yekushandisa senge Intuit Mint or the TurboTax, shandisa AI kupa yakasarudzika zvemari zano. Uyezve, AI iripo mukutengesa maitiro paWall Street uye mukati kuongororwa kwemari.
• Lei: AI iri kushandiswa kuita otomatiki maitirwo ebasa mundima yemutemo, sekuongorora magwaro uye kududzira zvikumbiro zveruzivo.
• Kugadzira: Marobhoti eindasitiri ari kuisirwa mukufambiswa kwebasa, achishanda pamwe nevanhu. AI inoshandiswa kuvandudza kushanda uye kurongeka kwemaitiro ekugadzira. Pamusoro pezvo, AI inoshandiswa mukufembera kugadzirisa, ichibvumira makambani kuona nekugadzirisa matambudziko pamberi pekutadza kwemuchina.

• Varaidzo nenhau: AI inoshandiswa muchikamu chevaraidzo kune yakanangwa kushambadzira, kurudziro yemukati, kugadzira zvinyorwa uye kugadzirwa kwemafirimu. Automated journalism inobatsira kurerutsa mafambiro uye kuderedza nguva nemitengo. Nekudaro, pachine nhaurirano nezve kushandiswa kwakavimbika kwekugadzira AI mukugadzira zvenhau.
• Software coding uye IT maitiro: Zvishandiso zveGenerative AI zviri kushandiswa kugadzira kodhi yekushandisa zvichibva pane zvechisikigo mutauro zvinokurudzira. Pamusoro pezvo, AI iri kuita otomatiki maitiro eIT akadai sekupinda data, kuona hutsotsi uye kuchengetedzeka.
• Chengetedzo: AI iri kushandiswa kune cybersecurity yekuona anomaly, kugadzirisa matambudziko, uye kuongororwa kwekutyisidzira. AI inoshandiswa mune zvekuchengetedza ruzivo uye chiitiko manejimendi software (SIEM) kuziva chiitiko chekufungira.
• Kutakura: AI inoita basa rakakosha muindasitiri yekufambisa, kunyanya mukuvandudza mota dzinozvimiririra. Uyezve, AI inoshandiswa kugadzirisa nzira dzekufambisa, kubata traffic uye kugadzirisa zvinhu.
• Zvekurima: AI iri kushandiswa mukurima nenzira dzakasiyana-siyana, kubva pakugadzirisa mashandisirwo ezviwanikwa zvakaita semvura nefetereza kusvika pakuonekwa kwezvirwere zvezvirimwa. Drones Akashongedzerwa nehunyanzvi hweAI, anoshandiswa kutarisa zvirimwa, kuona nzvimbo dzine dambudziko uye kubatsira mukuronga zvekurima.

• Rubatsiro rwomunhu oga: vabatsiri vechokwadi, senge Siri da apuro, mumwe Alexa da Amazon and the Google Assistant, mienzaniso yekuti AI iripo sei muhupenyu hwedu hwezuva nezuva. Ava vabatsiri vanoshandisa maitiro eAI kunzwisisa mirairo yezwi, kuita mabasa, kupa ruzivo uye kunyange kubata hurukuro.
• Human Resources: AI algorithms inogona kushandiswa kuongorora kutangazve, sarudza vanokwanisa, uye kufanotaura mashandiro evashandi. Pamusoro pezvo, AI-based chatbots inogona kushandiswa kupindura mibvunzo inowanzo bvunzwa yevashandi uye kubatsira nekudzidziswa uye kusimudzira kwehunyanzvi.
• Retail: Muchikamu chekutengesa, AI inoshandiswa kuvandudza ruzivo rwevatengi, kugadzirisa kurudziro yechigadzirwa, kutonga hesita uye kukwidziridza maitiro emitengo. AI algorithms inogona kuongorora maitiro ekutenga kwevatengi, kuona mapatani uye kupa mazano emunhu, zvichibatsira kuwedzera kutengesa uye kuvimbika kwevatengi.
• Military Sector: AI inoita basa rakakosha muchikamu chemauto, ichishandiswa munzvimbo dzakati wandei. Semuenzaniso, AI-based surveillance system inogona kushandiswa kutarisa miganhu, kuona kutyisidzira, uye kubatsira mukuita sarudzo. Uyezve, AI inoshandiswa mukugadzirwa kwezvidhori zvemauto zvinozvimiririra, izvo zvinogona kuita reconnaissance uye kurwisa mishoni nemazvo.

Iyi ingori mienzaniso mishoma yekuti Artificial Intelligence inogona kuwanikwa kupi. Sezvo tekinoroji ichienderera mberi, AI ingangoshandiswa kune mamwe maindasitiri uye ine zvakatonyanya kukanganisa hupenyu hwedu.

Hungwaru hwekugadzira huchabira basa rako here? 114f6u

Automation uye hungwaru hwekugadzira dzave nyaya dzinopisa munyika yebasa uye vanhu vazhinji vanonetsekana nezve mukana wekurasikirwa nemabasa kumichina. Zvisinei, kunetseka uku hakusi chokwadi chakazara.

Zvinoenderana ne zvinokanganisa mabasa anosvika mamiriyoni mazana matatu.

Nekudaro, zvakakosha kuratidza kuti izvi hazvireve kutsiva aya mabasa nematekinoroji. Chirevo chinoratidza kuti, munhoroondo, automation yakagadziriswa nekugadzirwa kwemikana mitsva yebasa.

Parizvino, Artificial Intelligence inozadzisa 63% yemabasa aripo, kunyanya munzvimbo yebasa revatengi. Maprofessionals akadai sevanobika uye midhudhudhu makanika, parizvino, haasangane nekutyisidzirwa kwekutsiva.

Ichokwadi kuti otomatiki inoshandura musika webasa, asi chikamu chemabasa ndicho chichave chakazara otomatiki, sekureva. tsvakurudzo da McKinsey & Kambani. Izvi zvinoreva kuti kune mukana wakakura kwazvo wekuti vanhu vagone kuita budiriro kupfuura nakare kose.

Zvichienderana neruzivo urwu, tinogona kugumisa kuti kunyangwe Artificial Intelligence ingangoita sekutyisidzira kumabasa pasi rose, zvichiri kuenderana nekutariswa kwevanhu uye haina kuzvitonga kwakakwana kuti zvizvimirire. Naizvozvo, kuchave neakasiyana mikana yebasa kune avo vanofarira kushanda mundima iyi iri kukura.

Muchinyorwa chinotevera tinopa hunyanzvi hunogadzirwa nekukanganisa kweAI pamusika webasa. Imwe neimwe yehunyanzvi uhu inoita basa rakakosha mukuita, kusimudzira uye tsika dzeArtificial Intelligence, kuratidza kugona uye kukosha kwehunyanzvi uhu munzvimbo dzakasiyana dzemagariro emazuva ano.

• AI Auditor: inoongorora uye inosimbisa kutevedza kweArtificial Intelligence masisitimu ane tsika, mirau uye akanakisa maitiro.
• Machine Manager: mutoro wekutarisa nekuchengetedza kushanda kwakaringana kwemasisitimu uye hardware zvivakwa zvine chekuita neArtificial Intelligence.
• Prompt Engineer: inovandudza uye inovandudza mameseji ekugadzira zvinyorwa anoshandiswa neArtificial Intelligence, kuve nechokwadi chemhinduro dzinoenderana uye dzakakodzera.
• AI Mudzidzisi: Ine basa rekudzidzisa nekuvandudza maAI modhi, kuvadyisa data rakakodzera uye nekutarisa kuita kwavo.
• AI Consultant: inopa nhungamiro yehunyanzvi uye kuraira nezve mashandisiro uye kuita kweArtificial Intelligence muzvikamu zvakasiyana nemasangano.
• Data Scientist: Inoongorora uye kududzira yakakura data seti kuti ibudise ruzivo uye kuita sarudzo dzakasimba.
• Machine Kudzidza Injiniya: inovandudza uye inoshandisa Machine Kudzidza algorithms uye modhi kugadzira akangwara masisitimu.
• Nyanzvi yeAI Ethics: inoongorora maitiro ehunhu hweArtificial Intelligence uye inova nechokwadi chekushandiswa zvine hungwaru kweaya matekinoroji.
• AI Architect: inogadzira uye inovaka Artificial Intelligence system architecture yekusangana nezvinodiwa zvebhizinesi.
• Natural Language Processing Analyst: inogadzira algorithms inobvumira michina kunzwisisa uye kugadzirisa mutauro wevanhu.
• Robotics Nyanzvi: kugadzira uye kuronga marobhoti akangwara anokwanisa kuita mabasa akaomarara mumaindasitiri akasiyana.
• Utano AI Nyanzvi: inoshandisa AI algorithms kubatsira mukuongororwa kwekurapa, kurapwa uye kutsvagisa kwekiriniki.
• AI Nyanzvi mune Zvemari: inoshandisa AI algorithms yekuongorora musika, kufanotaura kwemari uye kuona hutsotsi.
• AI Mushandisi Yekudyidzana Dhizaini: inogadzira intuitive interfaces uye kusangana kwevanhu kune Artificial Intelligence system.
• Computer Vision Nyanzvi: inogadzira algorithms uye masisitimu kuitira kuti michina inzwisise uye kududzira mifananidzo nemavhidhiyo.
• Data Engineer: inogadzira uye inogadzirisa zvivakwa zvinodiwa kuunganidza, kuchengetedza uye kugadzirisa mavhoriyamu makuru e data.
• Chatbot Nyanzvi: Inogadzira akangwara chatbots anokwanisa kutaurirana nevashandisi uye nekupa rutsigiro kana rubatsiro.
• Machine Kudzidza Injiniya: Inogadzira michina yekudzidza algorithms inogonesa michina kudzidza nekuvandudza zvichienderana nedata.
• AI Nyanzvi mune Logistics: inoshandisa Artificial Intelligence kukwidziridza uye otomatiki maitiro ekugadzirisa zvinhu, senge hesitori manejimendi uye nzira.
• AI Nyanzvi Mukushambadzira: inoshandisa AI matekiniki ekuongorora data, mushandirapamwe personalization uye musika mafambiro ekufanotaura.
• Data Privacy Nyanzvi: inochengetedza kuchengetedzwa uye kuchengetedzwa kwedata rinoshandiswa muAI masisitimu, kuve nechokwadi chekutevedzera mirau.
• Patani Recognition Nyanzvi: inogadzira algorithms inobvumira michina kuona uye kududzira mamwe maitiro akaomarara mudata.
• AI Nyanzvi mune Zvekurima: inoshandisa Artificial Intelligence kukwirisa kugadzirwa kwekurima, kutarisa goho uye kufanotaura mamiriro ekunze.
• Nyanzvi yeAI muHuman Resources: inoshandisa AI matekiniki ekugonesa kutora, kusarudzwa uye maitiro ekuvandudza tarenda.

Aya nemamwe hunyanzvi ari kusimukira mumunda weArtificial Intelligence anoratidza kukura kuri kudiwa kwenyanzvi dzinogona kunzwisisa, kuita uye kugadzirisa mashandisiro ematekinoroji aya. Sezvo AI ichiramba ichikura uye kusanganisa munzvimbo dzakasiyana siyana, mikana mitsva yebasa yevashandi vane hunyanzvi iri kubuda.

Saka, zvinogona kutaurwa kuti otomatiki uye Artificial Intelligence ichachinja musika webasa, asi kwete hazvo nenzira isina kunaka. Mamwe mabasa achatsiviwa neAIs, sezvakangoita nekuuya kwehunyanzvi hutsva, asi. mabasa matsva dziri kutangawo kubuda.

Chinhu chakakosha ipapo ndechekuti iwe unogadzirisa, kuti urege kusara kumashure, zvakanaka?

Iyo inonyanya kuzivikanwa njere dzekugadzira t3h28

Zvizhinji zveAI zvikumbiro zvave chikamu chehupenyu hwedu hwezuva nezuva, senge tsika nemagariro uye hupenyu hwezuva nezuva.

• Siri: mubatsiri anogadzirwa ne apuro muna 2011 kune nharembozha, senge iPhones, iPads e apple watches. Inoshandisa hungwaru hwekugadzira kunzwisisa mirairo yezwi mumutauro wechisikigo uye kuita mabasa akadai sekutumira mameseji, kufona, kuseta maalarm, kutsvaga ruzivo painternet, pakati pezvimwe. A Siri inogona kudzidza kubva kumushandisi uye kuchinjika kune zvavanoda uye maitiro, ichiwedzera kuve yakasarudzika uye inoshanda. Pamusoro pe Siri inogona kusanganisa nemamwe maapplication uye akangwara madivayiri kugadzira yakatowanda uye intuitive mushandisi ruzivo.
• Alexa: mubatsiri anogadzirwa ne Amazon iyo inobatsira mukuita mabasa ezuva nezuva. Inoitwa kuburikidza nemirairo yezwi "Alexa", "Amazon" ou "Echo." A Alexa Inoshanda kuburikidza nekuzivikanwa kwezwi uye inogona kupindirana neakangwara zvishandiso mumba mako, kuwedzera zviyeuchidzo, kutarisa mamiriro ekunze, taura nhau huru dzezuva, pakati pezvimwe zvinhu.
• Google Assistant: ari virtual mubatsiri akagadzirwa ne Google iyo inogona kuwanikwa kuburikidza nemirairo yezwi "Ok Google"kana"Hei Google”. Inogona kushandiswa pane nharembozha dzakadai sema smartphones uye mahwendefa, pamwe neakangwara emba zvishandiso senge Imba yeGoogle. THE Google Assistant Inogona kuita mabasa akasiyana-siyana, sekutsvaga, kuseta zviyeuchidzo, kutumira mameseji, kuridza mimhanzi, pakati pezvimwe.

• Watson: ipuratifomu yehungwaru yakagadzirwa ne IBM iyo inosanganisa kudzidza kwemichina, kugadzirwa kwemutauro wechisikigo uye data analytics kubatsira makambani kuita otomatiki uye kurerutsa maitiro ebhizinesi. Chikuva chine akati wandei maAPI anoita kuti basa rive nyore, senge Watson Mubatsiri, iyo inopa mhinduro dzinokurumidza, dzinoenderana, uye dzakakwana pane chero app, mudziyo, kana chiteshi.

• Cortana: mubatsiri wega wega akagadzirwa ne Microsoft iyo inogona kukonzereswa uchishandisa mirairo yezwi, senge "Hey Cortana”. Inobatanidzwa muhurongwa hwekushanda Windows 10 uye inogona kushandiswa pane nharembozha, senge masmartphones uye mahwendefa. A Cortana Iwe unogona kuita akasiyana mabasa, sekuvhura maapplication, kuseta zviyeuchidzo, kutsvaga internet, pakati pezvimwe.

• Tesla Autopilot: inzira yekubatsira mutyairi yakagadzirwa ne Tesla iyo inoshandisa hungwaru hwekugadzira uye kuona komputa kubatsira mutyairi kutyaira mota nenzira yakachengeteka uye inobudirira. Iyo sisitimu inogona kuita akati wandei mabasa, sekuchengeta mota munzira, kugadzirisa kumhanya zvinoenderana netraffic, otomatiki kupaka, pakati pevamwe. Nekudaro, iyo system haisati yazvimiririra zvizere uye inoda kutariswa kwemutyairi nguva dzese. Kunyangwe iyo Autopilot arumbidzwa nekuderedza kuwanda kwetsaona uko Tesla vanobatanidzwa, teknolojia ichiri chinangwa chekutsoropodza uye kukakavara.

• AlphaGo: chirongwa chehungwaru chekugadzira chakagadzirwa nekambani yeBritish Deepmind, yakazotorwa ne Google, uyo akava nemukurumbira wekukunda Go world champion, Lee Sedol, muna 2015. Deepmind inoenderera mberi nekugadzira matekinoroji matsva ehungwaru, senge alphazero, ndiani anogona kudzidza kutamba chess, Enda nemimwe mitambo pasina ruzivo rwekare rwemitemo.

• Sophia: irobhoti rehumanoid rakagadzirwa nekambani Hanson Robotics, yakavakirwa muHong Kong, inokwanisa kugadzirazve zviso zvinopfuura 60 zvakasiyana-siyana. Yakagadzirirwa kudzidza, kuenderana nemaitiro evanhu, uye kushanda nevanhu, Sophia chiitiko chakakosha mukushanduka kwehungwaru hwekugadzira uye marobhoti. Kunyange zvazvo yakagadzirirwa kuva mufambidzani wevakuru mumisha inochengeterwa vakwegura kana kubatsira mhomho pazviitiko zvikuru nemapaki, Sophia Iwe unogona kuchengetedza kukurukurirana kwepanyama uye kunyange kuita majee.

• Chat GPT: muenzaniso wemutauro wechisikigo wakagadzirwa ne OpenAI muna 2022, iyo inoshandisa tekinoroji yehungwaru GPT (Generative Pretrained Transformer) maererano ne Mutauro Mukuru (LLM). Iyo yakakurumbira chatbot inobvumira vashandisi kutaura nayo vachishandisa mutauro wechisikigo uye inogona kupindura yakawanda yemibvunzo, kutevedzera matauriro evanhu, uye inogona kushandiswa mune chaiyo-nyika maapplication akadai sedhijitari kushambadzira, kugadzira zvemukati zvemukati uye basa revatengi.

• Deep Blue: yaive supercomputer uye software yakagadzirwa na IBM kunyanya yekutamba chess. Iine 256 coprocessors inokwanisa kuongorora angangoita 200 miriyoni zvinzvimbo pasekondi, iyo Deep Blue Chakanga chiri chiitiko chakakosha munhoroondo yehungwaru hwekugadzira uye komputa. Muna 1996, iyo supercomputer yakatarisana neWorld chess shasha, Garry kasparov, mumitambo mitanhatu yakatevedzana, kuhwina mutambo wekupedzisira uye kuve komputa yekutanga kukunda shasha yepasi rose pasi pemamiriro emakwikwi. Kupopotedzana kwacho kwakaunza kufarira kukuru uye kukakavara, naKasparov achibvunza kuvimbika kwemutambo uye achiratidza kuti komputa yaishandiswa nevanhu. Muna 1997, the Deep Blue akatarisana neKasparov zvakare mumakwikwi, achihwina akateedzana 3,5 kusvika 2,5.

• HAL 9000: munhu wekufungidzira kubva mufirimu "2001: A Space Odyssey", inotungamirwa na Stanley Kubrick mu 1968. HAL 9000 komputa ine hungwaru hwepamusoro inodzora chitundumeme Kuwana Imwe pachinangwa cheJupiter. Hunhu hunocherechedzwa munhoroondo yesainzi ngano uye hungwaru hwekugadzira, hunomiririra muenzaniso wekuti tekinoroji inogona sei kuva nengozi nekutyisidzira vanhu.

• midjourney: ibasa rehungwaru rekugadzira rakagadzirwa nekambani Midjourney, Inc., yakazvimirira yekutsvagisa lab yakavakirwa muSan Francisco, iyo inoshandisa yakadzama yekudzidza tekinoroji kugadzira mifananidzo yechokwadi kubva kutsananguro yemutauro wechisikigo. Yakagadzirwa kuti ibvumire vashandisi kugadzira nyore nyore mifananidzo yakajairwa zvichienderana nekukurudzira kwavo, pasina kudikanwa kwehunyanzvi hwekugadzira mifananidzo kana ruzivo rwehunyanzvi. 
• Bard: ndeye chatbot yakagadzirwa na Google uye zvichibva pamuenzaniso wemutauro LaMDA (Mutauro weMutauro weMashandisirwo enhaurirano). Iyo chatbot yakatangwa munaKurume 2023 uye inokwikwidza Chat GPT. THE Bard inogona kupfupisa ruzivo rwunowanikwa painternet uye kupa zvinongedzo kumasaiti ane rumwe ruzivo. Ipuratifomu idanho idzva munzira yatinotsvaga pawebhusaiti uye inovimbisa kuve shanduko huru mukuita kwekutsvaga internet.
• TensorFlow: iraibhurari yemahara uye inoenderana yakavhurwa sosi Python uye chimwe chezvishandiso zvikuru zve machine learning e kudzidza zvakadzika. Raibhurari yakagadzirwa ne Google Brain Team inochinjika, inoshanda, inowedzerwa uye inotakurika, uye inogona kumhanya pamakomputa echero chimiro, kubva kumafoni kusvika kune makuru. masango yemakombiyuta.

• Azure Kunzwisisa Services: makore-based artificial intelligence masevhisi anobatsira vanogadzira kuvaka njere dzekuziva mumashandisirwo vasina hunyanzvi hwakananga kana ruzivo muAI, kana sainzi yedata. O Azure Kunzwisisa Services inobvumira vanogadzira kuwedzera zviri nyore kugona kwekuziva mukushandisa kwavo, sekuziva kutaura, kuona komputa, uye kuongorora zvinyorwa.

• Photoshopkana Illustrator and the Premiere Pro.

• Bixby: ari virtual mubatsiri we Samsung iyo yakatangwa muna 2017 ne Samsung Galaxy S8. Yakagadzirirwa kushanda pane zvakasiyana-siyana zveSamsung zvigadzirwa, senge mafoni, mahwendefa, wachi, mahedhifoni, nezvimwe. Iyo virtual mubatsiri anogona zviri nyore kudzora zvese zvishandiso renyeredzi, zvichibvumira vashandisi kudzora midziyo yavo nezwi ravo.

https://www.youtube.com/watch?v=Tar3sZzA9_E

• Aibo: imbwa yerobhoti yakagadzirwa na Sony yakatanga muna 1999 ikazomiswa muna 2006. Muna 2017, Sony yakatangazve o Aibo nehuwandu hwezvinhu zvakaomesesa sekuziva inzwi uye kudzidza muchina. O Aibo Iine chitarisiko uye hunhu hwembwa yemumba uye inogona kudyidzana nevaridzi vayo nenzira yakafanana kune chipfuyo chaicho. O Aibo muenzaniso wekuti tekinoroji inogona kushandiswa sei kugadzira zviitiko zvepfungwa uye zvekudyidzana.

• Xiaoice: ndeye chatbot yakagadzirwa na Microsoft muna 2014, iyo yakave yakarova muChina nevashandisi vanopfuura mamirioni 660 pasi rese. Iyo chatbot inogona kubata nhaurirano nevashandisi, ine yakajairika uye yemanzwiro mhinduro kupfuura mamwe chatbots. Xiaoice inonzi "mufambidzani wepfungwa" ane njere dzepamusoro, anokwanisa kutaura nemhinduro dzinonakidza uye dzimwe nguva kunyange kutamba.

• Skynet: mufirimu franchise Terminator, mumwe Skynet ihuchenjeri hwepamusoro hwekugadzira hwakagadzirwa nehurumende yeUnited States nechinangwa chemauto. Mushure mekuzviziva, the Skynet anoona vanhu senjodzi yekuvapo kwavo uye vanosarudza kutanga kuuraya kukuru kwenyukireya kunozivikanwa se "Zuva Rokutongwa" kuedza kuparadza rudzi rwevanhu. A Skynet ndiye mumwe wevanonyanya kupikisa franchise uye ane basa rekugadzira iyo vaparadzi, marobhoti anouraya akatumirwa kune yakapfuura kuuraya vatungamiriri vekurwisa kwevanhu. A Skynet muenzaniso wekunyepedzera wekuti hungwaru hwekugadzira hunogona sei kutyisidzira vanhu kana hukasadzorwa nemazvo.

• mhiripiri: irobhoti rehumanoid rakagadzirwa na SoftBank Robotics ndiani anogona kuverenga manzwiro uye kuziva chimiro chechiso. Yakatangwa muna 2015 uye yakatengeswa muminiti imwe chete. O mhiripiri Inogona kushanduka nekudyidzana kwevanhu uye kudzidza zviitiko zvitsva, sekutamba uye kutamba. Inoshandiswa kune akawanda maindasitiri anosanganisira hutano hwehutano, kugamuchira vaeni, dzidzo, kubhengi uye kutengesa. Inogona kuita kurudziro yemunhu, kubatsira vanhu kuwana zvavari kutsvaga uye kupindirana nechikwata chevanhu, zvichiita kuti kusangana kwega kwega kuve kwakanaka uye nehunyanzvi.

• AutoML: ndeye otomatiki muchina kudzidza modhi yakagadziriswa ne Google iyo inobvumira vashandisi vasina ruzivo rwesainzi yedata kuti vagadzire mhando dzekudzidza dzemuchina. Inoshandiswa mumashandisirwo akasiyana siyana anosanganisira kuona komputa, kugadzirisa mutauro wechisikigo, uye kuzivikanwa kwekutaura.

• Rekognition: idzidzo yakadzama-yakavakirwa mufananidzo uye vhidhiyo yekuziva sevhisi yakagadzirwa ne Amazon Web Services. Inogona kuona zvinhu, vanhu, zvinyorwa, zviitiko uye zviitiko mumifananidzo nemavhidhiyo. Iyo zvakare inobvisa zvinyorwa, mepu mafambiro evanhu mumafuremu uye inoziva zvinhu, vanozivikanwa uye zvisina kufanira zvirimo mumavhidhiyo akachengetwa pa Amazon S3, uye munhepfenyuro dzemavhidhiyo.

• Face ID: inzira yekuzivikanwa kwechiso yakagadzirwa uye yakagadziridzwa ne apuro Ku iPhone X kana kuti gare gare uye iPad Pro. Iyo inovimbisa intuitive uye yakachengeteka kuvimbiswa uye inogadziriswa nekamera system TrueDepth tekinoroji yechizvino-zvino inoshandisa matekinoroji epamusoro kunyatso mepu yejometri yechiso chemushandisi. Iyo kamera TrueDepth inotora data chaiyo yechiso nekufungidzira uye kuongorora mazana emapoinzi asingaonekwe kugadzira mepu yechiso chemushandisi.  

https://www.youtube.com/watch?v=8dwIIPoY6fQ

• Netflix: puratifomu inoshandisa hurongwa hwekukurudzira kubatsira vashandisi kuwana zvirimo nenzira iri nyore uye yakasarudzika. Iyo sisitimu inofungidzira mukana wekuti mushandisi anotarisa rimwe zita zvichibva pane zvakatevedzana zvezvinhu: kudyidzana kwemushandisi nesevhisi, zvinofarirwa nevamwe vashandisi vane zvinonaka zvakafanana uye ruzivo rwemazita, senge rudzi, zvikamu, vatambi , gore re kusunungurwa, pakati pevamwe. Pamusoro pe Netflix inocherekedza nguva inoonekwa nemushandisi, zvishandiso zvavanotarisa, uye kuti vanotarisa nguva yakareba sei kuti vawedzere kurudziro.

https://www.youtube.com/watch?v=f8OK1HBEgn0

• Spotify+ O Spotify inopawo iyo DJ and the Spotify Radio iyo inobvumira vashandisi kuwana nhepfenyuro dzeredhiyo zvichienderana nemimhanzi yavanoda. Iyo AI ye Spotify inobatsira vanhu kuwana mimhanzi mitsva, iyo yakakosha kune bhizinesi modhi ye Spotify, zvichivapa zvikonzero zvakawanda zvokuramba vachibhadhara mari yebasa racho.

• Mumiriri Smith: munhu wekunyepedzera kubva kumufirimu franchise Matrix. Iko kuratidzwa kwehungwaru hwekugadzira munyika ye Matrix uye ndiye mumwe wevanopikisa zvikuru franchise. Mumiriri Smith chirongwa chakagadzirwa kuchengetedza kurongeka, asi chinopandukira vanochigadzira uye chinoedza kuparadza vanhu.

• Chef Watson: iapplication yakagadzirwa ne IBM zvichibva pahunyanzvi hwekuziva hunoshandisa hungwaru hwekugadzira kugadzira mamenu egastronomic nenzira yega. Chishandiso chinobvumira mushandisi kuti apinde zvinongedzo kana kurega izvo Chef Watson sarudza kwaari, maererano nemafungiro ake asinganzwisisike.

• Amazon Polly: ibasa remavara-kune-kutaura rinoshandisa tekinoroji yekudzidza yakadzama kugadzira matauriro chaiwo, echokwadi emunhu. Iyo sevhisi inobvumidza iwe kugadzira maapplication anotaura uye kugadzira zvikamu zvitsva zveizwi-activated apps. O Amazon Polly inopa akasiyana emhando yepamusoro manzwi evanhu mumitauro yakawanda, kusanganisira neural text-to-speech conversion, iyo inovandudza kunaka kwezwi kuti ive yakasikwa uye yakafanana nevanhu. Iyo sevhisi zvakare inobvumidza iwe kugadzirisa uye kudzora kubuda kwekutaura kunoenderana nelexicon uye ma tag e Mutauro Synthesis Markup (SSML).

• Shandurudzo google: ibasa rekushandura mutauro pamhepo rinopihwa ne Google iyo inotsigira mitauro inopfuura zana uye inogona kupa shanduro yekukurumidza yezvinyorwa, mawebhusaiti, mifananidzo uye zvinyorwa. Iyo sevhisi inoshandiswa nemamiriyoni evanhu pasi rese uye iri kuramba ichiwedzera kuoma, iine zvinhu zvakaita senzwi nekuzivikanwa kwemifananidzo.

• Facebook DeepFace: inzira yekuziva kumeso yakagadzirwa ne Facebook iyo ine chinangwa chekuvhara mukaha pakati pekuita kwevanhu uye kuita kwemuchina mukusimbisa chiso. Iyo sisitimu yakadzidziswa pane yakakura kwazvo kumeso dataset kusvika parizvino, dataset yemamiriyoni mana emifananidzo kumeso inodarika zviuru zvina zvekuzivikanwa. O deepface Inogona kuziva zviso zvine huchokwadi hwe97,35%, iri padyo zvakanyanya nekuita kwevanhu.

• NVIDIA Jarvis: ipuratifomu yehungwaru yekugadzira yakanangana nekugadzira hurukuro dzeAI masevhisi. Chikuva che NVIDIA inopa yakakwana seti yeGPU-inomhanyisa software uye maturusi evagadziri ekuvaka, kuendesa, uye kubata makuru-akakura ekukurukurirana AI masevhisi.

• DALL E: imhando yekudzidza yakadzama yakagadzirwa ne OpenAIni kuti ndigadzire mifananidzo yedhijitari kubva kutsananguro dzemutauro wechisikigo, dzinodaidzwa kuti kukurumidza. Iyo modhi yakaratidzwa muna Ndira 2021 uye inoshandisa vhezheni ye GPT-3 yakagadziridzwa kugadzira mifananidzo. O DALL E 2 ndiye anotsiva DALL E, yakagadzirirwa kugadzira mifananidzo yechokwadi pazvisarudzo zvepamusoro uye inogona kusanganisa pfungwa, hunhu uye masitaera. Iyo modhi inogona kuwedzera mapikicha kupfuura izvo zviri pane yekutanga canvas, ichigadzira mitsva yakawedzera nziyo.

• Yakagadzikana Diffusion: ndeye neural network modhi inogadzira mifananidzo yechokwadi kubva kurondedzero yezvinyorwa. Yakagadzirwa nechikwata CompVis da Ludwig Maximilian University of Munich uye ye Kugadzikana AI, uye ndeye yakavhurika sosi imwe nzira kune proprietary zvinyorwa-kune-mufananidzo matemplate akadai SLAB and the midjourney.
• AMECA: irobhoti rekupedzisira-rechokwadi humanoid rakagadzirwa na Engineered Arts, iyo inogona kutaura uye kuchengeta ruzivo nemvumo. Anokwevera ngwariro nokuda kwamatauriro ake chaiwoiwo namano okukurukura, pamwe chete nokutevedzera mataurire avanhu uye kunyange kuratidza mirangariro.

Parizvino, tekinoroji yehungwaru yekugadzira iri kuramba ichishanduka uye akawanda maturusi matsva anobuda zuva nezuva.

Kunyangwe pachine matambudziko anofanirwa kutarisana nawo, akadai sezvetsika uye zvakavanzika, ramangwana rehungwaru hwekugadzira riri kuvimbisa. Nekuenderera mberi nekuvandudzika kwehunyanzvi uhu, tinogona kutarisira nzanga yepamusoro, ine zvigadziriso zvitsva uye kuvandudzwa kwakakosha munzvimbo dzakasiyana dzehupenyu hwevanhu.

Artificial intelligence isimba rinotyaira riri kuumba nyika yedu ine mukana wekuunza mabhenefiti akakosha kuvanhu. Inguva inonakidza yekuongorora nekushandisa simba reshanduko iyi inogara ichishanduka yetekinoroji.

Gara uine ruzivo nezve zvese zvinoitika nezve AI pano pa showmetech.

Veja zvimwe:

https://showmetech.filmesonline.app/sites-de-inteligencia-artificial-para-trabalhar/

30 Rwiyo rwepamusoro runovhara neArtificial Intelligence

Kunobva: IBM, Builtin, TechTarget

Ongororo yemavara yakaitwa na: Pedro Bomfim (14 / 06 / 23)