Momwe AI Crowd Simulation Imaneneratu Zomwe Anthu Amachita

Kuyerekezera kwa gulu la anthu pogwiritsa ntchito AI kumaneneratu zomwe anthu ambiri amachita pomanga gulu la othandizira a AI kuchokera ku zenizeni ndikulola kuti azilumikizana pakapita nthawi, m'malo mofunsa chitsanzo chimodzi kuti apeze yankho limodzi. Mu InfoDome, chikalata chanu chimakhala graph ya chidziwitso, graph imakhala mazana a othandizira omwe ali ndi khalidwe lawo, malo awo ndi kukumbukira kwawo, ndipo othandizirawo amakambirana pamapulatifomu awiri oyeserera kwa maulendo angapo osankhidwa. Wothandizira wofufuza ndiye amawerenga zomwe zinachitika ndikulemba lipoti lolosera lomwe mungafunse.

Bwanji kutsanzira khamu la anthu m'malo mofunsa chitsanzo chimodzi?

Ngati mufunsa chitsanzo chimodzi cha AI kuti "kodi anthu adzachita bwanji ndi izi?", mumapeza ndime imodzi yomveka bwino. Nthawi zambiri zimakhala zomveka, koma ndi wamba: mawu amodzi akuganizira aliyense nthawi imodzi. Zomwe zimachitika sizigwira ntchito motere. Anthu amayankhana. Nkhani ya wotsutsa imapanga momwe owerenga osalowerera ndale amaonera nkhani; yankho la wotsutsa limasintha zomwe wotsutsayo akunena kenako; mtolankhani amasankha mawu okweza kwambiri, osati olondola kwambiri.

Kuyerekezera gulu la anthu kumayesa kujambula kusinthaku. M'malo mwa lingaliro limodzi loganiziridwa, kumatengera ochita zinthu osiyanasiyana ndipo kumalola zotsatira zake kutuluka kuchokera ku mgwirizano wawo. Ndicho chifukwa chake zotsatira zake zingakudabwitseni, komanso chifukwa chake zodabwitsa ndizofunikira kuzifufuza. Njira yayikulu imadziwika kuti kuyerekezera kwa ma multi-agent; timafotokoza mbiri yake m'mene kuyerekezera kwa ma multi-agent kulili .

Gawo 1: Kuchokera pa chikalata kupita ku graph ya chidziwitso

Chilichonse chimayamba ndi zinthu zanu: nkhani, mapulani, malipoti, zolemba za ndondomeko kapena nkhani zongopeka, mu PDF, Markdown kapena zolemba. InfoDome imawerenga pamodzi ndi kufotokozera kwanu kosavuta kwa zomwe mukufuna kulosera ndikutulutsa chithunzi cha chidziwitso:

• Mabungwe : anthu, mabungwe ndi magulu omwe atchulidwa m'nkhaniyi.
• Ubale : amene amathandiza, otsutsa, odalira, onena za kapena opikisana ndi ndani.
• Nkhani : mfundo ndi malo omwe lembalo limatchula aliyense wa iwo.

Chithunzichi n'chofunika chifukwa chimathandizira kuyeserera kwanu m'malo mongoganizira za anthu onse. Chimawonekeranso kwa inu, kotero mutha kuwona zomwe dongosololi lidamvetsetsa chilichonse chisanayambe.

Gawo 2: Kuchokera pa graph kupita ku othandizira

Kuchokera pa graph ndi kufotokozera kwa omvera anu, InfoDome imapanga mazana a othandizira a AI; chiwerengero chenicheni chimadalira chikalatacho. Wothandizira aliyense amapeza:

• Munthu : khalidwe, zokonda, momwe amalankhulira komanso momwe amachitira zinthu.
• Malo : komwe kumayambira pa nkhaniyo, motsogozedwa ndi graph.
• Kukumbukira kwa nthawi yayitali : zomwe zawona, zanenedwa ndi zomwe zanenedwa, zomwe zimapitilira nthawi zonse.
• Dziko : mutha kusankha mayiko okwana 10 omwe ali ndi omvera, ndipo othandizira amagawidwa mofanana pakati pawo. Mabungwe enieni ochokera mu chikalatacho amasunga dziko lawo.

Kusakaniza kumeneku ndi kwadala. Oimira ena amaimira mabungwe kapena anthu otchulidwa kuchokera mulemba lanu; ena amaimira mamembala a omvera ambiri, kotero kuyerekezera kumaphatikizapo osewera omwe akuwoneka komanso khamu lomwe limayankha kwa iwo.

Gawo 3: Kuzungulira pa nsanja ziwiri

Othandizirawo amalumikizana mu malo ochezera a pa Intaneti omwe amayendera pa nsanja ziwiri zofanana:

• Nkhani yofanana ndi ya Twitter : zolemba zazifupi, mayankho achangu, zolemba zobwerezabwereza. Apa ndi pomwe mafelemu amafalikira mwachangu ndipo mawu amakwera.
• Malo ochezera ofanana ndi Reddit : mitu yayitali ndi mayankho. Apa ndi pomwe mfundo zimayesedwa, tsatanetsatane umakambidwa ndipo malingaliro amalimba kapena kufewa.

Mumasankha chiwerengero cha ma raundi, mwachitsanzo 10, 20 kapena 40. Mu raundi iliyonse, oimira amawerenga zomwe ena adalemba, sankhani ngati angayankhe komanso momwe angayankhire, ndikusintha kukumbukira kwawo. Chifukwa chakuti kukumbukira kumapitirira, raundi 15 imapangidwa ndi zomwe zinachitika mu raundi 1 mpaka 14. Mkangano womwe sunayankhidwe msanga ukhoza kukhala nzeru yolandiridwa pambuyo pake; kukonza komwe kunafika mochedwa sikungagwire ntchito.

Gawo 4: Kuchokera pa zokambirana mpaka lipoti

Pambuyo pa gawo lomaliza, wothandizira wofufuza amafufuza zomwe zachitika ndikulemba lipoti lolosera ndi zitsimikizo: nkhani zazikulu, magulu ati omwe adasuntha ndi chifukwa chake, ochita sewero omwe adachita ngati ma amplifier, zoopsa ziti ndi mafunso otseguka omwe atsala. Lipotilo silo lokhalo lomwe limachokera. Mutha kutsegula zolemba zomwe zili mkati, kufunsa wothandizira aliyense za malingaliro ake, ndikufunsa mafunso otsatira a katswiriyo. Kutsata kumeneku ndiko komwe kumasintha kuyerekezera kukhala lingaliro lowunikidwa m'malo mwa chigamulo cha bokosi lakuda.

Chifukwa chiyani zochita zachiwiri ndizofunikira

Kuyankha koyamba pa nkhani nthawi zambiri kumakhala kosavuta kuganiza. Kukwera kwa mitengo kumakwiyitsa makasitomala; lamulo latsopano limadetsa nkhawa makampani olamulidwa. Chovuta kuganiza ndi kuchitapo kanthu kwachiwiri : kuchitapo kanthu pa kuchitapo kanthu.

Zitsanzo za zotsatira zachiwiri zomwe kuyerekezera kwa gulu la anthu kungawonekere:

• Yankho lodzitchinjiriza la kampani linasintha madandaulo ang'onoang'ono kukhala nkhani yokhudza kudzikuza.
• Mphekesera inatha pa nkhani yofulumira koma inapulumuka mu ulusi wa pa forum womwe pambuyo pake unabwereranso.
• Chithandizo chofunda cha mnzake chimawerengedwa ndi anthu osalowerera ndale ngati chizindikiro cha mavuto obisika.
• Magulu awiri omwe adayamba mbali zosiyana amapeza madandaulo ofanana ndipo amagwirizana.

Zotsatirazi zimangowoneka pamene ochita sewero ayankhana pakapita nthawi, zomwe ndi zomwe zochitika ndi kukumbukira zimafunika. Izi ndi zotsatira zomwe nthawi zambiri zimadabwitsa mabungwe, chifukwa palibe kuyankhulana ndi aliyense amene akukhudzidwa ndi nkhaniyi komwe kungawulule.

Chitsanzo chogwira ntchito

Boma la mzinda lalemba dongosolo losintha msewu wotanganidwa wamasitolo kukhala malo oyendera anthu oyenda pansi. Gulu lokonzekera likutumiza chikalatacho, chidule cha kafukufuku wa magalimoto ndi lipoti la nkhani zakomweko lomwe likunena za eni masitolo. Amafunsa momwe anthu okhala, eni masitolo, makampani otumiza katundu ndi atolankhani am'deralo adzachitira mwezi woyamba, ndipo achita maulendo 40 m'dziko limodzi.

Kuyamba kwa maulendo sikunadabwitse aliyense: eni masitolo akuda nkhawa ndi kutumiza katundu, anthu okhala m'deralo amakonda lingaliro la phokoso lochepa. Kenako njira yachiwiri yogulitsira katundu imabuka. Wothandizira kampani yotumiza katundu akunena kuti kutsegula malo otumizira katundu m'mawa kwambiri kungathetse mavuto ambiri. Othandizira eni masitolo omwe ali pa forumyi adakambirana izi, ndipo kutsutsa kwawo kumasintha kuchoka pa "kutsutsana ndi dongosolo" kupita ku "kutsutsana ndi dongosolo lopanda mawindo otumizira katundu". Pakadali pano, wothandizira atolankhani akumaloko akuwonjezera madandaulo a wokhalamo okhudza malo oimika magalimoto, zomwe zimakopa chidwi cha anthu omwe amatumiza katundu.

Lipoti la katswiriyu likunena kuti nthawi yoperekera zinthu ingagawanitse otsutsa, ndipo kuti malo oimika magalimoto ndiye chiopsezo chachikulu. Gululo limafunsa wofalitsa nkhani kuti amvetse mfundo zomwe zingasinthe kapangidwe kake, kenako limawonjezera gawo la malo oimika magalimoto ku dongosololi. Kuyerekezera kumeneku sikunatsimikizire chilichonse chokhudza msewu weniweni, koma kunapatsa gululo malingaliro awiri enieni komanso otsimikizika. Pazochitika zambiri za mphekesera, nkhani yofalitsa mphekesera imamangidwa motsatira njira yomweyo.

Malire oti mukumbukire

Kuyerekezera kwa gulu la anthu ndi kwamphamvu pofufuza momwe zinthu zilili, koma kuli ndi malire omveka bwino:

• Othandizira ndi zitsanzo za AI zomwe zimakhazikitsidwa pa zikalata zanu. Kusowa kwa omwe akukhudzidwa kapena zinthu zomwe zili mbali imodzi kumabweretsa malo osawoneka bwino.
• Zotsatira sizikuyimira ziwerengero monga momwe zimakhalira ndi chitsanzo cha kafukufuku, ndipo maperesenti sayenera kuwerengedwa ngati magawo enieni.
• Kuthamanga kosiyanasiyana kumatha kuchitika mosiyana. Chitani zinthu zofanana ngati zizindikiro zamphamvu kuposa nthawi imodzi yochititsa chidwi.

Pogwiritsa ntchito malire awa m'maganizo, kuyerekezera ndi njira yachangu yowonera zomwe zingachitike kenako ndi chifukwa chake. Kuti muyese nokha, konzani ntchito mu console .