Kuzindikira
Dziko lonse lapansi silichita chilichonse koma kuyankhula za Artificial Intelligence, koma nthawi yomweyo - chodabwitsa bwanji! - tanthawuzo, kwenikweni, la "luntha" (osati ngakhale lochita kupanga, koma mwachizoloŵezi) - silinavomerezedwe, lomveka, lopangidwa mwanzeru komanso lozama! Bwanji osapeza ufulu woyesa kupeza ndikupereka tanthauzo lotere? Kupatula apo, tanthauzo ndiye maziko pomwe china chilichonse chimamangidwa, sichoncho? Timamanga bwanji AI ngati aliyense akuwona mosiyana zomwe ziyenera kukhala pachimake? Pitani…
Mawu ofunika: luntha, luso, katundu, chinthu, kusintha, khalidwe, chilengedwe, kusunga, kupulumuka.
Kufotokozera matanthauzo omwe alipo anzeru, nkhani yakuti "A Collection of Definitions of Intelligence" (S. Legg, M. Hutter. A Collection of Definitions of Intelligence (2007), ), mawu omwe amaperekedwa pamodzi ndi ndemanga (mawu opendekera).
kulowa
Nkhaniyi (Kusonkhanitsa kwa ...) ndi ndemanga ya chiwerengero chachikulu (choposa 70!) cha matanthauzo osadziwika a mawu akuti "luntha" omwe olemba adasonkhanitsa zaka zambiri. Mwachibadwa, kulemba mndandanda wathunthu sikungakhale kosatheka, chifukwa matanthauzo ambiri a luntha ali okwiriridwa kwambiri m'nkhani ndi m'mabuku. Komabe, matanthauzo omwe aperekedwa apa ndiye chisankho chachikulu kwambiri, choperekedwa ndi maulalo atsatanetsatane ...
Ngakhale mbiri yakale ya kafukufuku ndi mkangano, palibe tanthauzo lenileni la luntha. Izi zapangitsa ena kukhulupirira kuti luntha limatha kufotokozedwa pafupifupi, osati kwathunthu. Timakhulupirira kuti kukayikira kumeneku ndi kolimba kwambiri. Ngakhale palibe tanthauzo limodzi lokhazikika, ngati muyang'ana zambiri zomwe zaperekedwa, kufanana kwakukulu pakati pa matanthauzo ambiri kumawonekera mwamsanga.
Tanthauzo la Nzeru
Tanthauzo kuchokera ku magwero wamba (dictionaries, encyclopedias, etc.)
(matanthauzidwe 3 abwino kwambiri anzeru mwa 18, omwe aperekedwa m'chigawo chino cha nkhani yoyambirira, aperekedwa. Chisankho chinapangidwa molingana ndi muyezo - m'lifupi ndi kuya kwa kufalikira kwa katundu - kuthekera, mawonekedwe, magawo, ndi zina zambiri. ., kuperekedwa mu tanthauzo).
- Kutha kusintha bwino chilengedwe, mwina mwa kusintha nokha, kapena kusintha chilengedwe, kapena kupeza chatsopano ...
- Luntha si njira imodzi yamaganizidwe, koma kuphatikiza njira zambiri zamaganizidwe zomwe zimapangidwira kuti zigwirizane ndi chilengedwe.
Kusinthika ndi zotsatira za kuwonekera kwa zinthu zambiri zosadziwika zomwe zimapanga luntha. Ndikofunika kuti chilengedwe chifotokozedwe - chomwe chilipo kapena chatsopano.
- Kutha kuphunzira ndi kumvetsetsa, kapena kuthana ndi zochitika zatsopano kapena zovuta;
- Kugwiritsa ntchito malingaliro mwaluso;
- Kutha kugwiritsa ntchito chidziwitso kukhudza chilengedwe, kapena kuganiza mozama, monga momwe zimayesedwera ndi zolinga (zoyesedwa).
Ndikofunika kuti chilengedwe chifotokozedwe! Zolakwika:
- Kudzera mu cholumikizira "kapena", magulu osiyanasiyana amalumikizidwa: "kutha kuphunzira" ndi "kuchita ndi zochitika zatsopano."
- Ndipo “kugwiritsa ntchito kuganiza mwaluso” sikuli tanthauzo labwino nkomwe.
- Anthu amasiyana wina ndi mnzake pakutha kumvetsetsa malingaliro ovuta, kuchita bwino kwawo pakuzolowera chilengedwe, kuphunzira kuchokera pazomwe adakumana nazo, kuganiza mosiyanasiyana, komanso kuthana ndi zopinga mwa kusinkhasinkha.
Chabwino, anthu amasonyezedwa, ndiko kuti, munthu waluso! Kuchita bwino kwa kusinthika kumawonetsedwa - izi ndizofunikira, koma kusinthika komwe sikunaphatikizidwe pamndandanda! Kugonjetsa zopinga ndiko, pachimake, kuthetsa mavuto.
Mafotokozedwe operekedwa ndi akatswiri a zamaganizo (matanthauzo abwino kwambiri 3 mwa 35 aperekedwa)
- Ndimakonda kutcha luntha "luntha lochita bwino." Ndipo chifukwa chake n’chakuti chimene chimagogomezera kwambiri ndi kugwiritsa ntchito luntha kuti tipambane m’moyo. Chifukwa chake, ndimatanthauzira luntha ngati luso lokwaniritsa zomwe munthu akufuna kukwaniritsa m'moyo mwa chikhalidwe cha chikhalidwe cha anthu, zomwe zikutanthauza kuti anthu ali ndi zolinga zosiyana: kwa ena akupeza bwino kwambiri kusukulu ndikupambana mayeso, kwa ena kungakhale , kukhala wosewera mpira wabwino kwambiri, kapena wosewera, kapena woyimba.
Cholinga ndichoti tikwaniritse bwino m'moyo, koma ndizo zonse ...
Kuchokera pamawonedwe ambiri, luntha limakhalapo pamene nyama kapena munthu payekha amadziwa, ngakhale mocheperako, za kufunika kwa khalidwe lake pokhudzana ndi cholinga. Mwa matanthauzo ambiri omwe akatswiri a zamaganizo ayesa kutanthauzira zomwe sizingadziwike, zovomerezeka kapena zochepa ndizo:
- kutha kuyankha pazochitika zatsopano kapena kuphunzira kutero kudzera mu mayankho osinthika atsopano, ndi
- Kutha kuyesa kapena kuthetsa mavuto okhudzana ndi maubwenzi, mwanzeru molingana ndi zovuta kapena zosamveka, kapena zonse ziwiri.
Kotero, utsogoleri wotsogola unawonekera: "Kuchokera kumaganizo ambiri ...", izi ndi zabwino kale. Koma ndipamene zabwino zonse zimatha ...
- Tautology: yankhani ... ndi machitidwe atsopano osinthika. Palibe kusiyana - kugwiritsa ntchito machitidwe akale kapena atsopano, chinthu chachikulu ndikuyankha!
- Tsopano za mayeso... Kugwira maubale sikuli koyipa, koma ndikokwanira!
- Luntha si luso limodzi, koma ndi gulu, lopangidwa ndi ntchito zingapo. Zimatanthawuza kuphatikiza kwa luso lofunikira kuti munthu akhale ndi moyo ndi chitukuko mkati mwa chikhalidwe china.
O, kupulumuka kupyolera mwa luntha kumasonyezedwa! Koma zina zonse zatayika ...
Mafotokozedwe operekedwa ndi ofufuza a AI (apamwamba 3 mwa 18)
- Wothandizira wanzeru amachita] zomwe zimagwirizana ndi zochitika zake ndi cholinga chake; imasinthasintha ku kusintha kwa mikhalidwe ndi kusintha zolinga, imaphunzira kuchokera kuzochitika ndikupanga zisankho zoyenera malinga ndi malire a malingaliro ndi luso lokonzekera.
Mwina tanthauzo labwino kwambiri (mwa onse omwe aperekedwa apa) anzeru.
Cholinga chalembedwa, chowona, koma sichinatchulidwe.
Kusinthika - potengera momwe zinthu ziliri komanso cholinga. Chotsatiracho chikutanthauza kuti palibe lingaliro la cholinga chofunika kwambiri!
Kuphunzira - kuzindikira (ngakhale sizinafotokozedwe momveka bwino) za chilengedwe, kuloweza, kugwiritsa ntchito.
Kusankha kumatanthawuza kuti zofunikira zimaperekedwa.
Zochepa - mu kuzindikira ndi zotsatira.
- "Kutha kuphunzira ndi luso lofunikira, lodziyimira palokha lofunikira kuti mukhale ndi chidziwitso chambiri chokhudzana ndi dera. Kukwaniritsa "General AI" iyi kumafuna njira yosinthika kwambiri, yokhazikika yomwe ingathe kudzipezera yokha chidziwitso ndi luso lapadera, ndipo imatha kupititsa patsogolo luso lake lachidziwitso mwa kudziphunzitsa.
Zikuwoneka kuti apa luso lophunzira chinachake ndilo cholinga chachikulu ... Ndipo katundu wa General AI amayenda kuchokera pamenepo - kusinthasintha kwakukulu, kusinthasintha ...
- Makina anzeru ayenera kugwira ntchito, ndikugwira ntchito bwino, m'malo osiyanasiyana. Luntha lawo limawalola kukulitsa mwayi wopambana ngakhale alibe chidziwitso chonse cha momwe zinthu zilili. Kugwira ntchito kwa machitidwe anzeru sikungaganizidwe mosiyana ndi chilengedwe, kuchokera ku zochitika zenizeni, kuphatikizapo cholinga.
Kodi "kuchita ntchito yabwino" ndi chiyani? Kodi kupambana ndi chiyani?
Kuthekera kwa kufotokozera kokhazikika
Ngati "titulutsa" ntchito zomwe zimachitika pafupipafupi (makhalidwe, mawonekedwe, ndi zina zotero) kuchokera ku matanthauzo omwe akuganiziridwa, tidzapeza kuti luntha:
- Ndi katundu yemwe wothandizira payekha amakhala nawo pakuyanjana kwake ndi chilengedwe / chilengedwe.
- Katunduyu akutanthauza kuthekera kwa wothandizira kuchita bwino kapena kupindula mogwirizana ndi cholinga kapena ntchito ina.
- Katunduyu amatengera momwe wothandizira angathere komanso akuyenera kuzolowera zolinga ndi malo osiyanasiyana.
Kugwiritsa ntchito mikhalidwe yofunikayi pamodzi kumatipatsa tanthauzo losakhazikika la luntha: Luntha limayezedwa ndi kuthekera kwa wothandizira kukwaniritsa zolinga pansi pamikhalidwe yosiyanasiyana.
Koma dikirani, tifunika yankho la funso lakuti: nzeru ndi chiyani, osati momwe (kapena ndi chiyani) zimayesedwa (zoyesedwa)! Mmodzi akhoza kulungamitsa olemba nkhaniyo ponena kuti matanthauzowa ali pafupifupi zaka khumi ndi zitatu zapitazo, ndikuyembekeza kuti chinachake chiyenera kusintha m'zaka zotsatira - pambuyo pake, gawo la IT likukula mofulumira ... Koma pansipa ndi chitsanzo kuchokera m'nkhani yochokera ku 2012, (M. Hutter, One Decade of Universal Artificial Intelligence, ) kumene kwenikweni palibe chomwe chasintha mu tanthauzo la luntha:
Kukambitsirana, zaluso, mayanjano, generalization, kuzindikira mawonekedwe, kuthetsa mavuto, kukumbukira, kukonzekera, kukwaniritsa zolinga, kuphunzira, kukhathamiritsa, kudziteteza, masomphenya, kukonza zilankhulo, m'magulu, kulowetsa ndi kuchotsera, kupeza chidziwitso ndi kukonza ... zanzeru zomwe zimaphatikizapo mbali yake iliyonse zikuwoneka zovuta kupereka.
Apanso, mavuto omwewo (mochulukira) ndi tanthawuzo la zaka 8 zapitazo: mawonetseredwe anzeru amaperekedwa mu mawonekedwe a mndandanda wosasinthika wa makhalidwe!
Tanthauzo la luntha mu Wikipedia (lofikira pa Meyi 22, 2016):
"Nzeru (kuchokera ku Latin intellectus - sensation, kuzindikira, kumvetsetsa, kumvetsetsa, lingaliro, kulingalira) ndi luso lamalingaliro lomwe limapangidwa ndi luso lotha kuzolowera zochitika zatsopano, luso lotha kuphunzira kuchokera ku zomwe wakumana nazo, kumvetsetsa ndi kugwiritsa ntchito malingaliro osamveka komanso kugwiritsa ntchito chidziwitso chake kusamalira chilengedwe. Kutha kuzindikira ndi kuthetsa zovuta, zomwe zimagwirizanitsa luso lonse lachidziwitso laumunthu: kutengeka, kuzindikira, kukumbukira, kuimira, kuganiza, kulingalira."
Wikipedia yomweyo, koma m'magazini aposachedwa kwambiri kuyambira Januware 24, 2020:
"Nzeru (kuchokera ku Latin intellectus "perception", "kulingalira", "kumvetsetsa", "lingaliro", "lingaliro", "lingaliro") kapena malingaliro ndi khalidwe la psyche, lopangidwa ndi luso lotha kuzolowera zochitika zatsopano, luso lophunzira ndi kuphunzira. kumbukirani kutengera zomwe wakumana nazo, kumvetsetsa ndi kugwiritsa ntchito malingaliro osamveka, komanso kugwiritsa ntchito chidziwitso chanu pakuwongolera chilengedwe cha anthu. Kutha kwachidziwitso ndi kuthetsa mavuto, komwe kumaphatikiza luso lachidziwitso: kutengeka, kuzindikira, kukumbukira, kuyimira, kuganiza, kulingalira, komanso chidwi, kufuna ndi kusinkhasinkha. "
Zaka zambiri zapita, koma tikuwonabe chinthu chomwecho - mndandanda wa makhalidwe opanda dongosolo lililonse ... Ndipo ndi chisonyezero cha munthu - wonyamula luntha, pokha kumapeto kwenikweni kwa malembawo. Ndiko kuti, sizingatheke kusintha: "Abstract Object with intelligence -> Munthu wanzeru" ndi chizindikiritso chotsatira mu tanthauzo ili: "Kodi Munthu amafunikira chiyani kuti akhale waluntha?" Kapena kusintha uku kumabweretsa zilakolako za banal: Munthu, kuti akhale wanzeru, ayenera kukhala ndi luso lotha kuzolowera zochitika zatsopano, kuphunzira kuchokera pazomwe adakumana nazo, kumvetsetsa ndi kugwiritsa ntchito malingaliro osamveka komanso kugwiritsa ntchito chidziwitso chake kuwongolera chilengedwe, ndi zina zambiri. Mwachidule, umu ndi momwe ungakhalire wanzeru, osati kukhala wopusa...
Choncho, kutengera zomwe tafotokozazi, kutanthauzira kotsatiraku kumaperekedwa, kumangirizidwa ku Chinthucho, popeza nzeru sizingathe "kupachika mlengalenga," ziyenera kukhala luso la wina. Zomwezo zimagwiranso ntchito pamakhalidwe omwe munthu kapena china chake chingakhale:
A Subject's Intelligence ndi luso lomwe limagwiritsidwa ntchito ngati:
(1) Kuzindikiritsa, kukhazikitsa ndi kuloweza (monga chitsanzo) cha malamulo a boma ndi / kapena khalidwe:
(1.1) Chilengedwe, ndi
(1.2) Malo amkati a chinthucho.
(2) Kupititsa patsogolo machitidwe a mayiko ndi/kapena machitidwe:
(2.1) mu Environmental, ndi
(2.2) Malo amkati a chinthucho.
(3) Kupanga kufotokozera za dziko ndi / kapena kukhazikitsidwa kwa khalidwe la Object, kusinthidwa:
(3.1) ku Environmental, ndi
(3.2) ku chilengedwe cha mkati mwa Chinthucho
malinga ndi kukulitsa chiŵerengero cha Mtengo wa Object Behavior/Behavior Cost
Cholinga ndi cholinga chosunga (kukhalapo, nthawi, kukhala) kwa chinthu mu chilengedwe
chilengedwe.
Izi ndi zomwe zikuwoneka pachithunzichi:
»
Tsopano za kugwiritsa ntchito tanthauzo ... Chowonadi, monga akunena, nthawi zonse chimakhala chachindunji. Choncho, kuti muwone malingaliro a tanthawuzo, muyenera kusintha Chinthucho ndi machitidwe ena odziwika bwino komanso omveka, mwachitsanzo, ndi ... Galimoto. Ndiye…
Galimoto yanzeru ndi galimoto yokhala ndi luso lomwe limagwiritsidwa ntchito ngati:
(1) Kuzindikiritsa, kukhazikitsa ndi kuloweza (monga chitsanzo) cha malamulo a boma ndi / kapena khalidwe:
(1.1) Mikhalidwe yamagalimoto, ndi
(1.2) Malo a Mkati mwa Galimoto.
(2) Kupititsa patsogolo machitidwe a mayiko ndi/kapena machitidwe:
(2.1) mumayendedwe apamsewu, ndi
(2.2) Malo a Mkati mwa Galimoto
(3) Kupanga kufotokozera za dziko ndi / kapena kukhazikitsa khalidwe la Galimoto, losinthidwa:
(3.1) ku Njira Zamsewu, ndi
(3.2) ku Chilengedwe Chamkati cha Galimoto
kutengera kukulitsa chiŵerengero (Makhalidwe Agalimoto / Mtengo wa Makhalidwe
Galimoto) ndi cholinga chosunga (kukhalapo, nthawi, kukhalapo) kwa Galimoto - zonse mumsewu komanso m'malo amkati agalimoto.
Kodi ine ndekha amene ndimatha kuwona kuti timatcha Galimoto yokhala ndi maluso awa anzeru? Ndiye funso lina: kodi mungazindikire kusiyana pakati pa kukwera galimoto yoyendetsedwa ndi katswiri woyendetsa galimoto ndi kukwera mu Galimoto Yanzeru yotero?
Yankho "AYI" amatanthauza:
- Tanthauzo lolondola la luntha linaperekedwa: posintha "Chinthu -> Galimoto", palibe zolephera zomveka kapena zosagwirizana zilizonse zomwe zidawonekera.
- Galimoto yokhala ndi luso loterolo paulendo inkawoneka ngati yadutsa mayeso a "galimoto" Turing: wokwera paulendo sanawone kusiyana kulikonse pakati pagalimoto ndi dalaivala waluso ndi Galimoto iyi. Kapena, ngati titsatira mosamalitsa mawu a mayeso a Turing: “Ngati pamaulendo angapo a wokwera mgalimoto yopanda dalaivala komanso mgalimoto yokhala ndi dalaivala waluso, wokwerayo sangathe kuganiza kuti ndi galimoto iti yomwe imamuyendetsa, ndiye kuti malinga ndi kuchuluka kwake. za "kulingalira mumsewu" galimoto yopanda dalaivala ikhoza kuonedwa kuti ndi yofanana ndi galimoto yokhala ndi dalaivala waluso.
Omwe akufuna akuitanidwa "kusewera" ndi tanthauzo ili - m'malo mwake m'malo mwa liwu loti "Chinthu" dzina la dongosolo lililonse, ngati lingafune, lodziwika bwino (lachilengedwe, chikhalidwe, mafakitale, luso) ndipo potero fufuzani pawokha kugwilizana. Onetsetsani kugawana zotsatira zanu ndi malingaliro anu pa zotsatira za kuyesa!
Kufotokozera nzeru kudzera mu zolinga zake
(A. Zhdanov. "Autonomous Artificial Intelligence" (2012), 3rd ed., electronic, pp. 49-50):
Zolinga zazikulu zomwe dongosolo lamanjenje la chamoyo chilichonse limalimbikira ndi:
- kupulumuka kwa chamoyo;
- kudzikundikira chidziwitso ndi dongosolo lake lamanjenje.
Mfundo ziwiri izi: kupulumuka ndi kudzikundikira kwa chidziwitso ndikulongosola momveka bwino kwa mfundo 2 ndi 3 motsatana!
Pomaliza...
"Vicarious amaphunzitsa kompyuta kugwiritsa ntchito malingaliro ake"
("Kompyuta yaphunzira kuyendetsa mwaukali" )
“Moyo ungakhale wotopetsa popanda kulingalira. Kotero mwina vuto lalikulu la makompyuta ndiloti alibe malingaliro. Vicarious yoyambira ikupanga njira yatsopano yosinthira deta, yolimbikitsidwa ndi momwe chidziwitso chimayendera kudzera muubongo. Atsogoleri amakampani ati zipatsa makompyuta zinthu zofananira ndi malingaliro, zomwe akuyembekeza kuti zithandiza makina kukhala anzeru kwambiri. Kampaniyo idapereka mtundu watsopano wa neural network algorithm, yokhala ndi katundu wobwerekedwa kuchokera ku biology. Chimodzi mwa izo ndikutha kulingalira momwe chidziwitso chophunziridwa chingawonekere muzochitika zosiyanasiyana - mtundu wa malingaliro a digito. "
Wow, zinali mwangozi bwanji! Ndendende mfundo (2) ya tanthauzo: kusinkhasinkha kwapamwamba ndi malingaliro a digito!
Izi sizichitika kawirikawiri, koma onani zomwe timapeza pa intaneti:
("Kompyuta yaphunzira kuyendetsa mwaukali" )
"Akatswiri ochokera ku Georgia Institute of Technology asonkhanitsa chitsanzo cha galimoto yopanda munthu (1: 5 sikelo yotengera chassis yoyendetsedwa ndi wayilesi) yomwe imatha kukhonda pogwiritsa ntchito skid yoyendetsedwa. Kompyutayo ili ndi purosesa ya Intel Skylake Quad-core i7 ndi khadi ya kanema ya Nvidia GTX 750ti GPU ndipo imapanga chidziwitso kuchokera ku gyroscope, masensa ozungulira magudumu, GPS ndi makamera awiri akutsogolo. Kutengera zomwe zalandilidwa kuchokera ku masensa, njira yowongolera imapanga mayendedwe 2560 oyenda kutsogolo kwa masekondi awiri ndi theka otsatira.
Dongosolo lowongolera lili ndi "chithunzi cha dziko" lagalimoto mu mawonekedwe a njira zomwe zingatheke kuyenda panjira yoperekedwa.
"Pa ma trajectories 2560, algorithm imasankha yomwe ili yabwino kwambiri ndipo, malinga ndi izo, imasintha momwe magudumu amayendera komanso liwiro. Komanso, misewu yonse 2560 imamangidwa ndikusinthidwa ka 60 pa sekondi iliyonse.”
Uku ndikuwonetsetsa koyembekezeka, kupangika kopanga kapena kulingalira kwa digito! Kusankha njira yabwino kwambiri kuchokera ku 2560 yomwe idapangidwa kale ndikusintha momwe magudumu amakhalira ndi liwiro (kusintha!) Chilichonse palimodzi chikufotokozedwa ndi chithunzi chanzeru!
"Njira yonse yophunzitsira ma aligorivimu owongolera idatenga mphindi zingapo kuyendetsa panjanji ndi woyendetsa yemwe alibe luso lowongolera"
Njira yophunzirira ndi yopanga chithunzi cha dziko!
"Nthawi yomweyo, ofufuzawo adawona, kusuntha koyendetsedwa sikunagwiritsidwe ntchito panthawi yophunzitsidwa; kompyuta" idapanga "paokha. Poyesedwa, galimotoyo idayenda mozungulira njanjiyo, kuyesera kuthamangitsa kwambiri mpaka mita eyiti pa sekondi iliyonse. ”
Kuwongolera koyendetsedwa ndi gawo la njira yabwino kwambiri (kukulitsa kofananako kwa chiŵerengero cha "Object Behavior / Behavior Costs") yopangidwa ndi galimoto.
"Malinga ndi olembawo, kuphunzitsa njira zoyendetsera galimoto movutikira kungakhale kothandiza pakuyendetsa galimoto yodziyendetsa tsiku ndi tsiku monga momwe kuphunzira kuwongolera skid kungakhale kothandiza kwa woyendetsa wamoyo. Pakachitika zinthu zosayembekezereka, monga ayezi, galimoto yopanda munthu imatha kutuluka payokha pa skid ndikuletsa ngozi yomwe ingachitike. "
Ndipo izi ndizo kufalitsa zochitika za galimotoyo ... Chabwino, ngati mbalame yosamalira (kumbukirani nkhani yotchuka), italandira luso lothandiza, nthawi yomweyo inapereka kwa wina aliyense.
Apanso ndipereka tanthauzo lomwe likuyenera kugwiritsidwa ntchito:
A Subject's Intelligence ndi luso lomwe limagwiritsidwa ntchito ngati:
(1) Kuzindikiritsa, kukhazikitsa ndi kuloweza (monga chitsanzo) cha malamulo a boma ndi / kapena khalidwe:
(1.1) Chilengedwe, ndi
(1.2) Malo amkati a chinthucho.
(2) Kupititsa patsogolo machitidwe a mayiko ndi/kapena machitidwe:
(2.1) mu Environmental, ndi
(2.2) Malo amkati a chinthucho.
(3) Kupanga kufotokozera za dziko ndi / kapena kukhazikitsidwa kwa khalidwe la Object, kusinthidwa:
(3.1) ku Environmental, ndi
(3.2) ku chilengedwe cha mkati mwa Chinthucho
malinga ndi kukulitsa chiŵerengero cha Mtengo wa Object Behavior/Behavior Cost
Cholinga ndi cholinga chosunga (kukhalapo, nthawi, kukhalapo) kwa chinthucho mu chilengedwe.
Zikomo chifukwa cha chidwi. Ndemanga ndi ndemanga ndizolandiridwa mwamtheradi.
PS Koma titha kulankhula padera za "... dongosolo losinthika kwambiri, lapadziko lonse lapansi lomwe limatha kukhala ndi chidziwitso ndi luso lapadera" lomwe limafunikira kupanga AGI - iyi ndi mutu wosangalatsa kwambiri. Ngati, ndithudi, pali chidwi kwa owerenga. 🙂
Source: www.habr.com