Umwaka mushya muhire mu mwaka w'inzoka,
Bigomba kuba "Deepseek" na "Nezha"!
Uko igenda ikwirakwira vuba hirya no hino ku isi,
Nari narazimiye mu bitekerezo hamwe na we.
Bitewe no kwihutisha iterambere ry’imijyi no gukoresha ikoranabuhanga, uburyo bwo gucunga amazi bwihutishije ubushakashatsi bwo kunoza imikorere, serivisi, amakuru, gufata ibyemezo, no guhanura. Byabaye ngombwa gukoresha amakuru menshi mu rwego rwo kongera inkunga y’ubucuruzi no kubungabunga amakuru. Uyu munsi, reka DeepSeek ikore isesengura ry’ibibazo byacu by’amazi meza. Nk’umwe mu bagize uruhare mu bibazo by’amazi meza, ese ibi biradushimisha?
Ikibazo cya 1:
Ni ibihe bintu by'ingenzi bibabaza iyo amazi asukuye neza ubu?
(Ibikurikira byakozwe na AI kugira ngo bikoreshwe mu buryo bw'umwimerere)
1. Ingorane mu gukusanya no guhuza amakuru
✳Amasoko atandukanye y'amakuru: Biragoye guhuza amakuru aturuka ahantu henshi nko mu byuma bipima amakuru, ibikoresho byo kugenzura amakuru, n'inyandiko zikoreshwa n'intoki.
✳Ubuziranenge bw'amakuru butandukanye: Amakuru ashobora kubura, adafite urusaku, cyangwa adahuye mu buryo bugaragara.
2. Urwego ruto rw'ubwenge bw'imikorere
✳Kwishingikiriza ku mikorere y'intoki: Sisitemu nyinshi ziracyasaba ubufasha bwinshi bw'intoki, kandi urwego rw'imikorere y'ikoranabuhanga ntabwo ruri hejuru.
✳Kutagira isesengura ry’ubwenge: Ubushobozi bwo gusesengura amakuru ni buke, kandi biragoye gutanga iteganyagihe nyaryo no gushyigikira ibyemezo.
3.Gutunganya no gucunga ibikoresho bigoye
✳Ubwoko butandukanye bw'ibikoresho: Ibikoresho by'ibirango bitandukanye n'amamodeli byongera ingorane zo kubungabunga.
✳Gutinda kubona amakosa: Intege nke z'ibikoresho zikunze kugaragara gusa iyo ikibazo gikomeye.
4. Ingufu nyinshi zikoreshwa n'igiciro cyazo
✳Ingufu nyinshi zikoreshwa: Sisitemu yo gusohora amazi ikoresha ingufu nyinshi kugira ngo ikore, ibyo bikaba byongera ikiguzi cyo kuyikoresha.
✳Ibiciro byo kubungabunga ibikoresho biri hejuru: Ibiciro byo kubungabunga no gusimbuza ibikoresho biri hejuru.
5. Ibitutu bibangamira ibidukikije n'amategeko agenga ibidukikije
✳Ibisabwa bikomeye byo kurengera ibidukikije: Gukenera kubahiriza amabwiriza akomeye yo kurengera ibidukikije.
✳Gukurikirana ibikorwa bya rubanda: Abaturage bita cyane ku mikorere y’imiyoboro y’amazi mu bidukikije.
Ikibazo cy’amazi meza ni ikibazo cy’ikoranabuhanga, imicungire n’umuryango mu guhindura sisitemu zigoye, zigomba kunyura mu buryo bw’amapine abiri yo “kubaka sisitemu y’ikoranabuhanga” aho kuba uburyo bworoshye bwo kuvugurura ikoranabuhanga.
Ikibazo cya 2:
Ni izihe mpinduka zizavamo niba ijyanye na DeepSeek?
(Ibikurikira byakozwe na AI kugira ngo bikoreshwe mu buryo bw'umwimerere)
1. Guteganya ingaruka zihindagurika no kunoza uburyo bwo guhangana n'ibibazo byihutirwa
✳Kwigana imyuzure y'amazi y'inkubi y'umuyaga: Hashingiwe ku buryo bwa Deepseek bwo gukoresha uburyo bwinshi, ihuza amakuru ya radar y'ikirere, imiterere y'ubutaka, n'amakuru yerekeye imiterere y'imiyoboro kugira ngo hubakwe ikoranabuhanga ry'amazi yo mu mijyi. Dufashe urugero rwa Shenzhen, ubuhanga bwo gukora imibonano mpuzabitsina (AI) bushobora kwigana umutwaro w'imiyoboro yo munsi y'ubutaka muri Futian CBD mu masaha 2 nyuma y'imvura, bukavuga ahantu hari ubujyakuzimu burenga cm 30, kandi bugahuza uburyo bwo gutwara abantu n'ibintu kugira ngo bufunge inzira 15 zishobora guterwa n'imyuzure mbere y'igihe.
✳Umuburo ku buzima bw'imiyoboro y'amazi: Koresha ikoranabuhanga rya NLP kugira ngo usesengure inyandiko z'amateka y'imyaka 20 yo kubungabunga, uhuze isesengura rya CV ry'amashusho ya endoscopy y'imiyoboro, kandi ushyireho icyitegererezo cyo guhanura igipimo cy'ingufu.
2. Gutegura ibikorwa byo kubungabunga mbere y'igihe
✳Isesengura ry'amakuru ya sensor, Deepseek ishobora guhanura ibibazo by'ibikoresho, gutegura uburyo bwo kubisana mbere y'igihe, kugabanya ibyago byo kwangirika bitunguranye, no kongera igihe cyo kumara ibikoresho.
3. Kunoza ikiguzi cyo gukoresha no kubungabunga ikigoiyoni
✳Gucunga neza itsinda rya pompe: Muri sisitemu yo kuvoma amazi mu ruzi rwa Suzhou i Shanghai, uburyo bwa Deepseek bwo kwigira ku ngufu busesengura urwego rw'amazi, igiciro cy'amashanyarazi n'ikibaya, hamwe n'amakuru y'amazi ya pompe 16 mu gihe nyacyo kugira ngo bahindure uburyo pompe ihuzwa.
✳Gutegura inzira yo gukuraho imashini zitwara amazi: Guangzhou ikoresha imashini zitwara amazi zikoresha ubutasi kugira ngo imenye ibice by'imiyoboro bifite imashini zitwara amazi zirenga 60% binyuze mu bicu bya 3D no gutanga inzira nziza zo kuyikoresha. Umushinga w'igerageza mu Karere ka Liwan wagabanyije igenzura ry'amaboko ku kigero cya 70% kandi wongera ubushobozi bwo gukuraho imashini ku kigero cya 3.
4. Gufata ibyemezo bishingiye ku makuru
✳Gutanga ibikoresho byo gusesengura amakuru kugira ngo bifashe abayobozi gufata ibyemezo bya siyansi bishingiye ku makuru y’amateka n’amakuru aboneka mu gihe nyacyo no kunoza uburyo bwo gutanga umutungo.
5. Igenzura ryikora
✳Ihuza ubuhanga bwo gukora isuku n'ikoranabuhanga (AI) na interineti y'ibintu, Deepseek igenzura imikorere y'imiyoboro y'amazi mu buryo bwikora, igabanya uburyo bwo kuyikoresha n'intoki, kandi ikagabanya ikiguzi cy'imikorere.
6. Inyungu ku bidukikije
✳Mu kunoza imiyoboro y'amazi no kugabanya umwuzure n'umwanda, Deepseek ifasha kunoza ireme ry'ibidukikije by'amazi no gushyigikira iterambere rirambye.
Ikibazo cya 3:
Ni izihe ngamba Deepseek ifite?
(Ibikurikira byakozwe na AI kugira ngo bikoreshwe mu buryo bw'umwimerere)
1. Gukusanya no guhuza amakuru
✳Urubuga rw'amakuru ruhuriweho: Gutanga urubuga rw'amakuru ruhuriweho rugamije gufasha abantu kubona amakuru aturutse ahantu henshi.
✳Gusukura no gupima amakuru: Ibikoresho byo gusukura no gupima amakuru byinjijwemo kugira ngo amakuru abe meza.
2. Kunoza ubwenge
✳Algorithm ya AI: Koresha algorithm ya AI mu isesengura ry'amakuru kugira ngo utange inkunga yo guhanura no gufata ibyemezo.
✳Gucunga ikoranabuhanga: Kumenya uburyo bwo gukora porogaramu mu buryo bwikora kandi ugabanye uburyo bwo kuyikoresha n'intoki.
3. Kubungabunga no gucunga ibikoresho
✳Gukurikirana ubuzima bw'ibikoresho: Gukurikirana mu buryo bufatika imiterere y'ibikoresho no kuburira hakiri kare ko byangiritse.
✳Urubuga rwo gucunga ibikorwa byo kubungabunga: Gutanga urubuga rwo gucunga ibikoresho kugira ngo binoze ibikorwa byo kubungabunga.
4. Gukoresha ingufu no kunoza ibiciro
✳Gukurikirana ikoreshwa ry'ingufu: Gukurikirana ikoreshwa ry'ingufu mu buryo nyabwo no gutanga ibitekerezo byo kuzikoresha neza.
✳Isesengura ry'ibiciro: Tanga ibikoresho byo gusesengura ibiciro kugira ngo bifashe kugabanya ikiguzi cy'imikorere.
5. Kurengera ibidukikije no kubahiriza amategeko
✳Gukurikirana ibidukikije: Gukurikirana ibipimo by’ibidukikije mu buryo nyabwo kugira ngo habeho kubahiriza amabwiriza.
✳Gukora raporo: Gukora raporo z’ibidukikije mu buryo bwikora kugira ngo byoroshye inzira zo kubahiriza amategeko.
Reka turebe
Isesengura rya Deepseek ku nganda zikoresha amazi meza
1. Gukoresha amakuru n'uburyo bwo kubona ibintu neza
Uko ibintu bimeze ubu: Uburyo gakondo bwo gukusanya amakuru bufite uburyo buke, kandi amakuru aturuka ku miyoboro y'amazi ni akomeye, bigatuma bigorana gusobanukirwa neza imikorere y'uburyo.
Umucyo: Koresha ibikoresho bya IoT, indege zitagira abapilote, uburyo bwo kumenya kure bwa satelite n'ubundi buryo bwo gukora kugira ngo hubakwe umuyoboro wuzuye w’uburyo bwo kubona amazi mu buryo butandukanye, gukusanya amakuru nk'amazi atemba, ubuziranenge bw'amazi, n'urugero rw'amazi mu gihe nyacyo, kandi ukoreshe ubushobozi bukomeye bwa DeepSeek bwo gutunganya amakuru kugira ngo usukure, uhuze kandi usesengure amakuru kugira ngo utange inkunga nyayo y'amakuru mu gufata ibyemezo.
2. Gutanga inama z'uburinzi hakiri kare, ingamba zo kwirinda
Uko ibintu bimeze ubu: Uburyo bwo kuburira hakiri kare ikibazo cy’amazi mu miyoboro y’amazi ntibutunganye, kandi akenshi bufatwa nyuma y’aho ibintu bibereye, bigatera igihombo gikomeye.
Umucyo: Hashingiwe ku makuru y’amateka n’amakuru aboneka mu gihe nyacyo, hakoreshejwe uburyo bwa DeepSeek bwo kwiga imashini, hakorwa icyitegererezo cyo guhanura imikorere y’imiyoboro y’amazi kugira ngo haboneke uburyo bwo kuburira hakiri kare ku byago nko kuziba imiyoboro y’amazi, kuzura kw’amazi menshi, no gufata ingamba mbere y’igihe kugira ngo hakumirwe ibibazo mbere y’uko biba.
3. Kunoza gahunda n'imikorere inoze
Uko ibintu bimeze ubu: Imikorere n'igenamigambi ry'imiyoboro y'amazi bishingiye ku bunararibonye bw'intoki, ibyo bikaba bidakora neza kandi bigoye guhangana n'imiterere y'imikorere igoye kandi ihindagurika.
Isomo: Koresha uburyo bwo kwigisha butuma habaho ireme ry’igenamigambi ry’imiyoboro y’amazi. Dukurikije amakuru aboneka mu gihe nyacyo n’ibyavuye mu iteganyagihe, hindura ingamba z’imikorere y’ibikoresho nk’ibigega byo kuvoma n’amarembo kugira ngo ugere ku mikorere myiza kandi izigama ingufu z’imiyoboro y’amazi.
4. Gufasha mu gufata ibyemezo no gutegura igenamigambi rya siyansi
Uko ibintu bimeze ubu: Igenamigambi ry’imiyoboro y’amazi nta shingiro rifite mu bya siyansi kandi biragoye guhaza ibyifuzo by’iterambere ry’imijyi.
Guhumeka: Koresha ubushobozi bwa DeepSeek bwo gusesengura amakuru no kwigana kugira ngo wubake icyitegererezo cy’ikoranabuhanga cy’uburyo bwo gusohora amazi mu buryo bw’ikoranabuhanga kugira ngo wigane uko imikorere y’uburyo ihagaze muri gahunda zitandukanye zo guteganya, kandi utange ishingiro rya siyansi ryo gutegura, kubaka no guhindura uburyo bwo gusohora amazi mu buryo bw’amazi.
5. Imikoreshereze mishya no kwagura imbibi
Uko ibintu bimeze ubu: Uburyo inganda zikoresha amazi meza zikoresha imiyoboro y'amazi ni bumwe, kandi uburyo bushya bwo gukoresha ntabwo buhagije.
Isomo: Gusesengura uburyo bushya bwo gukoresha DeepSeek mu bijyanye no gukurura amazi hakoreshejwe ikoranabuhanga, nko: kumenya amakosa y'imiyoboro hakoreshejwe uburyo bwikora hashingiwe ku kumenyekana kw'amashusho; gukoresha neza no kubungabunga ibikoresho byo gukurura amazi hakoreshejwe ikoranabuhanga rishingiye ku mikorere y'ururimi karemano; kubaka ubumenyi bushingiye ku miyoboro y'amazi hakoreshejwe ikoranabuhanga rishingiye ku mbonerahamwe y'ubumenyi.
一. Guhanura no kunoza ubuhanga mu gushushanya
Umuburo wo kugabanya amazi: Hashingiwe ku imvura yabayeho mu mateka, umuvuduko w'imiyoboro y'amazi, n'amakuru yerekeye ubutaka, icyitegererezo cy'igihe giteganyijwe gikoreshwa mu guhanura aho amazi azanyura mbere y'igihe no kunoza gahunda y'aho pompe zihagarara.
Gusuzuma ubuzima bw'imiyoboro: Binyuze mu kwiga imashini, amashusho ya CCTV yo gupima imiyoboro n'amakuru ajyanye n'ibipimo by'amashanyarazi (nk'umuvuduko n'umuvuduko w'amazi) birasesengurwa kugira ngo hamenyekane mu buryo bwikora ibyangiritse n'ibyago byo kuziba imiyoboro no kugabanya ikiguzi cyo kuyigenzura n'intoki.
Gupima icyitegererezo cya Hydraulic: Bihujwe na algorithms zo kwigiraho imbaraga, ibipimo bya hydraulic model by'urusobe rw'amazi binonosorwa mu buryo buhamye kugira ngo binoze ubuhanga bwo kwigana.
Uburyo bwo gukemura ibibazo by'inganda
Ibyerekeye. Ingendo z'ejo hazaza: ihinduka kuva ku "myumvire" kugera ku "gufata ibyemezo mu buryo bwigenga"
Kuvugurura ubwenge bwa Edge: shyira utumashini tworoheje twa AI ku bifuniko by'amazi yo mu mazi n'aho bapakira amapompe kugira ngo habeho isesengura ryimbitse mu buryo bwihuse (nk'uburyo bwo kubona amazi yikusanyirije hamwe) no kugabanya gutinda kohereza amazi mu bicu.
Gukoresha neza imbonerahamwe z'ubumenyi: kubaka imbonerahamwe y'ubumenyi bw' "igisubizo cy'amakosa" ku miyoboro y'amazi, gushyigikira gusubiza ibibazo mu buryo bw'ubwenge no gutanga ibitekerezo ku bijyanye no kubungabunga, no kugabanya urugero rw'uburambe ku batekinisiye.
Igenzura ry’ubufatanye mu buryo bwigenga: binyuze mu kwigira hamwe imbaraga nyinshi, gukora igenzura ry’ubufatanye mu buryo bwigenga ry’aho pompe, amarembo, n’ibigega byo kubikamo amazi kugira ngo habeho umuyoboro w’amazi uhindagurika.
Uburyo bushya bwo kugabanya karubone: Ubuhanga bwo gukora isuku mu by’ubwenge (AI) butuma inganda zitunganya imyanda zikora neza, nko kunoza ubushobozi bwo kwihaza mu by’ingufu binyuze mu kugenzura igogorwa ry’imyanda mu buryo butunguranye no gukora metani.
Imbogamizi n'ibitekerezo
Imbogamizi ku makuru: Ni ngombwa guteza imbere uburyo bwo gusangira amakuru bwa leta n'ibigo no gushyiraho uburyo busanzwe bwo guhuza amakuru n'inganda zikora imiyoboro y'amazi.
Guhuza icyitegererezo: gukemura ibibazo byo guhangana n'icyitegererezo biterwa n'itandukaniro mu miterere y'imiyoboro y'amazi mu mijyi itandukanye binyuze mu kwigira ku bandi.
Kugabanya umutekano: Sisitemu zo gufata ibyemezo bya AI zigomba gushyiramo inzitizi zifatika mu mikorere (nk'umuvuduko ntarengwa w'umuyoboro w'imiyoboro) kugira ngo hirindwe impanuka ziterwa no kunoza cyane uburyo bwo gukoresha algorithms.
. Incamake yo guhumekwa
Inganda zikora imiyoboro y'amazi zikoresheje ubwenge zigomba gukomeza gutera imbere zishingiye ku miterere y'impandeshatu ya "data-algorithm-system".
Urusobe rw'amakuru: Hubaka umuyoboro mpuzamahanga w'ibitekerezo kugira ngo usenye "ikirwa cy'amakuru"
Uburyo bwo guhuza imiterere y'ibintu: Tegura ingero zihariye z'ahantu hahagaze (nk'ingero zihuza imvura n'umwuzure)
Icyiciro cya sisitemu: Kumenya uburyo bwo gucunga mu buryo bufunze "gukurikirana-kugenzura-kugenzura hakiri kare", hanyuma amaherezo ugana ku bwigenge bw'ikoranabuhanga mu miyoboro y'amazi yo mu mijyi.
Mu gihe kizaza, guhuza cyane ibikorwa by’ubukorano bushingiye ku bwenge n’amazi bizahindura uruhererekane rw’agaciro rw’inganda zikora imiyoboro y’amazi - kuva ku gutabara abantu badakora kugeza ku gukumira ibikorwa, kuva ku bunararibonye bushingiye ku gufata ibyemezo bya siyansi, kandi bitange ishingiro ry’ingenzi mu iterambere ry’ubushobozi bwo guhangana n’ibibazo mu mijyi.
Inshingano nyinshi ziteganijwe mu bihe bitandukanye
Reka turebere hamwe
(Ibitekerezo gusa, nta manza zisobanutse neza)
Inshingano ya 1: Umuganga w'imiyoboro
Imikorere: Kwihisha mu miyoboro y'amazi yo munsi y'ubutaka mu mujyi, "gutega amatwi" mu gihe nyacyo binyuze mu byuma bipima amajwi n'amakuru ajyanye n'ihindagurika ry'ikirere, hamwe n'ubumenyi buhuriweho kugira ngo dusangire imiterere y'amazi asohoka, kumenya neza aho imiyoboro iri ku rwego rwa milimetero.
Imirongo ishingiye ku miterere y’abantu: “Hari akantu gato gato gato kamenetse kuri metero 2.7 mu muyoboro mukuru wa Zone ya 3, kandi ihindagurika ry’umuvuduko ni 0.03MPa. Ni byiza kuyisana mu masaha 48.”
Inshingano ya 2: Umuhanuzi w'Impumuro y'Amazi
Imikorere: Hashingiwe ku byogajuru by’ikirere, ubushuhe bw’ubutaka, n’amakuru y’amateka y’abakoresha, bihanura amazi azakenerwa cyane mu masaha 72 ari imbere, kandi bigahindura ubushobozi bw’uruganda rw’amazi n’umuvuduko w’amashanyarazi mu buryo bufatika.
Imirongo ishingiye ku miterere y’abantu: “Ejo nyuma ya saa sita imvura nyinshi izatuma ikoreshwa ry’amazi mu nganda rigabanukaho 15%. Ni byiza kugabanya inshuro ya Pompe Station B kugeza kuri 45Hz.”
Inshingano ya 3: Umucungamutungo w'amazi meza
Imikorere: Itsinda ry’indege zitagira abapilote zifite micro-spectrometers zigenzura ku ruzi, zigatahura ibyuma biremereye n’udukoko duto mu gihe nyacyo, kandi zigabika ibikorwa by’umwanda binyuze mu buryo bwa blockchain.
Imirongo ishingiye ku miterere y’abantu: “COD yiyongereye mu buryo butunguranye ibirometero 5 ugana hepfo y’umugezi, maze inzira yo gukurikirana imiterere y’amazi yerekana aho imyanda y’uruganda rwa XX itembera. Ishami rishinzwe kurengera ibidukikije ryahujwe.”
Inshingano ya 4: Alchemi y'ubunyobwast
Imikorere: Kunoza uburyo bwo gukura amazi mu ruganda rutunganya imyanda, AI igenzura umuvuduko wa centrifuge n'igipimo cya reagent, kandi ikagabanya ubushuhe bw'imyanda kuva kuri 80% kugera munsi ya 50%.
Imiterere y’abantu: “Ubutaka bwo muri iki gihe bufite ibintu byinshi bikomoka ku bimera. Birasabwa kongera 0.2g/L PAM ya cationic, bishobora kugabanya ingufu zikoreshwa ku kigero cya 18%.
Inshingano ya 5: Umuteguro w'ibisuguti
Imikorere: Umuyoboro w’ingufu ziteza imbere ibidukikije (GAN) wigana imvura nyinshi mu mijyi, ugashushanya inzira y’umuhanda ishobora kunyuramo n’imiterere y’ubusitani bw’imvura, kandi ukagabanya ibyago byo kuzura kw’amazi.
Imiterere y’abantu: “Kongera 3% by’ubuso bw’icyatsi kibisi mu gace ka A bishobora kugabanya amazi menshi agwa ku kigero cya 22%, kandi igihe cyo kwishyura ikiguzi ni imyaka 4.2.”
Inshingano ya 6: Umuhanuzi w'umwuzure
Imirimo: Guhuza aho amazi asukura, amarembo y'imigezi, n'ibigega byo munsi y'ubutaka mu gihe cy'imyuzure, no kugera ku ngengabihe nziza ku isi binyuze mu kwiga ku buryo bwo kongera ingufu (MARL).
Imirongo y’abantu: “Tangira kubika amazi mu kigega cyo munsi y’ubutaka cya Area C, fungura Irembo No. 3 kugira ngo amazi y’umwuzure ahinduke, kandi agace k’umwuzure kazagabanukaho 65%.
Amaherezo, DeepSeek yazanye amahirwe mashya y’iterambere mu nganda zikora imiyoboro y’amazi ikoresheje ubuhanga. Mu guhuza ikoranabuhanga ry’ubukorano n’inganda zikora imiyoboro y’amazi, ishobora gucunga neza kandi neza imiyoboro y’amazi, kunoza imikorere myiza n’urwego rwa serivisi z’imiyoboro y’amazi, no gutanga inkunga ikomeye ku iterambere rirambye ry’imijyi.
Igihe cyo kohereza: 25 Gashyantare 2025