Kuyamba kwa nthawi ya makina ndi makina ndi zotsatira zake pa inshuwalansi

Ukadaulo wa Machine-to-machine (M2M) umakhudzanso masensa omwe ali pa intaneti ya Zinthu (IoT) komwe amatumiza deta popanda zingwe ku seva kapena sensa ina. Sensa ina kapena seva imagwiritsa ntchito Artificial Intelligence (AI) kusanthula deta ndikuchitapo kanthu panthawi yeniyeni. Zochitazo zitha kukhala ngati zidziwitso, chenjezo, ndikusintha kolowera, mabuleki, kuthamanga, kutembenuka, ngakhalenso kusinthana. Pamene M2M ikuchulukirachulukira, posachedwa tiwona kuyambiranso kwamitundu yonse yamabizinesi ndi maubale amakasitomala. Zowonadi, ntchitozo zidzangochepetsedwa ndi malingaliro abizinesi.

Positi iyi ifotokoza izi:

1. Chidule cha matekinoloje ofunikira a M2M ndi kuthekera kwawo kosokoneza.
2. ntchito za M2M; kusintha kwatsopano komwe makina amatha kulumikizana mwachindunji ndi makina ena omwe amatsogolera ku chuma cha makina.
3. Zotsatira za AI ndizomwe zimatifikitsa ku M2M ngakhale; data yayikulu, kuphunzira mozama, ma aligorivimu akukhamukira. Makina opangira nzeru ndi kuphunzitsa makina. Kuphunzitsa makina mwina ndiye njira yodziwika bwino kwambiri pazachuma cha makina.
4. Bizinesi ya inshuwaransi yamtsogolo: zoyambira za Insuretech zochokera ku blockchain.
5. Mawu omaliza

Chidule cha matekinoloje ofunikira a M2M

Tangoganizirani zochitika zenizeni:

1. Galimoto yanu imazindikira ulendo wanu ndipo imagula inshuwaransi pakangofunika kokha basi. Makina amangogula inshuwaransi yawoyawo.
2. Ma exoskeleton ovala omwe amapereka malamulo komanso fakitale imagwira ntchito mwamphamvu kwambiri komanso mwanzeru
3. Brain-Computer imalumikizana ndi ubongo wathu kuti ipange nzeru zamunthu (mwachitsanzo, Neural Lace ya Elon Musk)
4. Mapiritsi anzeru omwe amagayidwa ndi ife ndi zobvala zathanzi zomwe zimawunika mwachindunji kufa kwathu komanso kuopsa kwa matenda.
5. Mutha kupeza inshuwaransi ya moyo potenga selfie. Ma selfies amawunikidwa ndi algorithm yomwe imatsimikizira zaka zanu zakubadwa kudzera pazithunzi izi (zikuchitidwa kale ndi pulogalamu ya Chronos yoyambira Lapetus).
6. Mafuriji anu amamvetsetsa zomwe mumakonda nthawi zonse kugula ndi kusungirako zinthu ndikupeza kuti zinthu zina monga mkaka zikutha; kotero, amagula mkaka kudzera Intaneti kugula mwachindunji. Furiji yanu idzasungidwanso mosalekeza kutengera zomwe mumakonda. Kwa zizolowezi zatsopano komanso zosazolowereka, mutha kupitiliza kugula zinthu zanu paokha ndikuzisunga mufiriji mwachizolowezi.
7. Magalimoto odziyendetsa okha amalumikizana wina ndi mnzake pa gridi yanzeru kuti apewe ngozi ndi kugundana.
8. Roboti yanu imazindikira kuti mukukhumudwa komanso kukhumudwa posachedwapa ndipo imayesa kukusangalatsani. Imauza wothandizira zaumoyo wanu kuti awonjezere zomwe zili kuti mukhale olimba mtima.
9. Zomverera zimazindikira kuphulika kwa chitoliro chomwe chikubwera ndipo chitoliro chisanayambe kuphulika, chimatumiza wokonza kunyumba kwanu
10. Chatbot yanu ndi wothandizira wanu. Imakugulirani, imazindikira mukafuna kugula inshuwaransi kuti tinene mukakhala paulendo, imagwira ntchito zapakhomo za tsiku ndi tsiku ndikukupangitsani kuti mumve zambiri za ndandanda yanu yatsiku ndi tsiku yomwe mudapanga mogwirizana ndi bot.
11. Muli ndi chosindikizira cha 3D chopangira maburashi atsopano. Msuwachi wanzeru wamakono umamva kuti ulusi wake watsala pang'ono kutha kotero umatumiza chizindikiro ku chosindikizira cha 3D kuti apange ulusi watsopano.
12. M'malo mwa magulu a mbalame, tsopano tikuwona magulu a drone akuwuluka akugwira ntchito zawo mwanzeru zamagulu.
13. Makina amasewera chess pawokha popanda chidziwitso chilichonse ndikumenya pafupifupi aliyense ndi chilichonse (AlphaGoZero imachita kale izi).
14. Pali zochitika zenizeni zosawerengeka ngati izi, zoletsedwa ndi malingaliro athu okha.

Pali mitu iwiri ya meta yomwe imachokera kuukadaulo wa M2M: kupewa komanso kusavuta. Magalimoto odziyendetsa okha amatha kuthetsa kapena kuchepetsa kwambiri ngozi chifukwa ngozi zambiri zamagalimoto zimachitika chifukwa cha zolakwika za anthu. Zovala zimatha kukhala ndi moyo wathanzi, kuphulika kwa mapaipi anzeru akunyumba ndi zina zisanachitike ndikuzikonza. Kupewa uku kumachepetsa kudwala, ngozi ndi zochitika zina zoyipa. Kusavuta ndi gawo lokulirapo chifukwa chilichonse chimachitika zokha kuchokera pamakina ena kupita kwina ndipo nthawi zina zotsalira, zimalimbikitsidwa ndi ukatswiri komanso chidwi cha anthu. Makinawa amaphunzira zomwe adapangidwa kuti aphunzire pawokha pogwiritsa ntchito deta kuchokera ku masensa ake okhudza machitidwe athu pakapita nthawi. Zimachitika kumbuyo ndikungotulutsa nthawi ndi zoyesayesa zathu pazinthu zina zaumunthu monga kulenga.

Matekinoloje omwe akubwerawa amabweretsa kusintha kwa kuwonekera ndipo zimakhudza kwambiri inshuwaransi. Malo ambiri okhudza amapangidwa pomwe inshuwaransi imatha kulumikizana ndi kasitomala, kumayang'ana pang'ono pazambiri zaumwini komanso zambiri pazamalonda (monga ngati galimoto yodziyendetsa yokha ikusokonekera kapena kubedwa, wothandizira kunyumba amabedwa, mapiritsi anzeru m'malo mwake. yopereka deta yeniyeni kuti iwonetsere mozama za imfa ndi kuopsa kwa matenda) ndi zina zotero. Kuchuluka kwa zodandaula kumachepetsedwa kwambiri, koma kuopsa kwa zodandaula kumatha kukhala kovuta komanso kovuta kuwunika chifukwa okhudzidwa osiyanasiyana amayenera kutengedwa kuti awone zomwe zawonongeka ndikuwona momwe gawo la kutayika likusiyana molingana ndi zolakwika za okhudzidwa osiyanasiyana. Kubera kwa cyber kudzachulukirachulukira kumabweretsa mwayi watsopano wa inshuwaransi pachuma cha makina.  

Umisiri uwu siwokha; ukapitalizimu sungakhalepo popanda kusinthiratu ukadaulo nthawi zonse ndipo potero ubale wathu ndi anthu nawo. Ngati mukufuna kudziwa zambiri za izi, onani momwe ma aligorivimu ndi ukadaulo ukuumba malingaliro athu, malingaliro oganiza machitidwe athu ndi zochita zathu ndikuwona momwe ukadaulo wonse ukusinthira mwachangu. Chodabwitsa ndichakuti izi zidapangidwa ndi Karl Marx, wina yemwe adakhala mu 1818-1883 ndipo izi zikuwonetsa kuti ukadaulo wonse padziko lapansi sulowa m'malo mwa kuganiza mozama komanso nzeru zanzeru.

Kusintha kwa chikhalidwe cha anthu kumayendera limodzi ndi kusintha kwaukadaulo. Tsopano tikuwona zitsanzo zamabizinesi anzako zomwe zimayang'ana kwambiri za chikhalidwe cha anthu (Mwachitsanzo Lemonade) m'malo mongopangitsa olemera kukhala olemera. Chuma chogawana chikukulitsa kugwiritsa ntchito ukadaulo chifukwa chimapereka mwayi (koma osati umwini) kwa ife pakufuna. Mbadwo wazaka chikwi nawonso ndi wosiyana kwambiri ndi mibadwo yakale ndipo tangoyamba kudzuka ku zomwe akufuna komanso momwe akufuna kuumba dziko lozungulira ife. Chuma chogawana chingatanthauze kuti makina omwe ali ndi zikwama zawo amatha kugwira ntchito pazofuna za anthu ndikudzipangira okha.

M2M ntchito zachuma

Makasitomala athu amtsogolo adzakhala makina okhala ndi zikwama. Ndalama ya crypto yotchedwa "IOTA (Internet of Things Application)" ikufuna kupititsa patsogolo chuma cha makina muzochitika zathu zatsiku ndi tsiku mwa kulola makina a IoT kuti agwirizane ndi makina ena mwachindunji komanso mwachindunji ndipo izi zidzatsogolera kutulukira mofulumira kwa mabizinesi omwe ali ndi makina. 

IOTA imachita izi pochotsa blockchain m'malo mwake kutengera buku la 'tangle' lomwe ndi losavuta, lopepuka komanso lopanda ndalama zolipirira ziro zomwe zikutanthauza kuti ma transaction ang'onoang'ono ndi otheka kwa nthawi yoyamba. Ubwino waukulu wa IOTA pamakina apano a blockchain ndi awa:

1. Kuti mulole lingaliro lomveka bwino, blockchain ili ngati malo odyera omwe ali ndi operekera odzipereka (ogwira ntchito m'migodi) omwe amakubweretserani chakudya chanu. Ku Tangle, ndi malo odyera odzichitira okha komwe aliyense amadzipangira yekha. Tangle amachita izi kudzera mu protocol yomwe munthu amayenera kutsimikizira zomwe adachitapo ziwiri zam'mbuyomu pochita malonda atsopano. Chifukwa chake, omanga migodi, wapakati watsopano akupanga mphamvu zazikulu mumanetiweki a blockchain, amapangidwa opanda ntchito kudzera mu Tangle. Lonjezo la blockchain ndikuti ochita zamalonda amatidyera masuku pamutu kaya ndi boma, mabanki osindikizira ndalama, mabungwe osiyanasiyana koma gulu lina la anthu ochita migodi akukhala amphamvu kwambiri, makamaka aku China aku migodi zomwe zimapangitsa kuti pakhale mphamvu zazikulu pang'ono. chiwerengero cha manja. Migodi ya Bitcoin imatenga mphamvu zambiri monga magetsi opangidwa ndi mayiko opitilira 159 kotero ndikuwononga kwambiri mphamvu zamagetsi komanso chifukwa zida zazikulu zamakompyuta zimafunikira kusokoneza ma code ovuta a crypto masamu kuti atsimikizire zomwe zachitika.
2. Popeza migodi imatenga nthawi komanso yokwera mtengo, sizomveka kuchita malonda ang'onoang'ono kapena nano. Tangle ledger imalola kuti malonda atsimikizidwe mofanana ndipo safuna malipiro a migodi kuti alole dziko la IoT kuti lizichita nano ndi microtransactions.
3. Makina ndi magwero 'opanda banki' masiku ano koma ndi IOTA, makina amatha kupanga ndalama ndikukhala gawo lodziyimira pawokha lachuma lomwe lingagule inshuwaransi, mphamvu, kukonza ndi zina. IOTA imapereka "Dziwani Makina Anu (KYM)" kudzera mu zidziwitso zotetezedwa monga momwe mabanki adziwira kuti Know Your Customer (KYC).

IOTA ndi mtundu watsopano wa cryptocurrencies womwe umafuna kuthetsa mavuto omwe ma cryptos am'mbuyomu sanathe kuwathetsa. Buku logawa la "Tangle" ndi dzina lachidule la Directed Acyclic Graph monga momwe zilili pansipa: 

Directed Acyclic Graph ndi netiweki ya cryptographic decentralized network yomwe ikuyembekezeka kukhala yowopsa mpaka yosatha ndipo imakana kuukira kuchokera pamakompyuta ochulukira (omwe sanapangidwebe malonda ndikugwiritsidwa ntchito m'moyo wamba) pogwiritsa ntchito njira ina yobisa ma signature a hashi.  

M'malo movutikira kukula, Tangle imathamanga ndi zochitika zambiri ndikukhala bwino pamene ikukula m'malo mowonongeka. Zida zonse zogwiritsa ntchito IOTA zimapangidwa kukhala gawo la Node ya Tangle. Pakuchita kulikonse kochitidwa ndi node, node 2 iyenera kutsimikizira zochitika zina. Mwanjira iyi pali kuwirikiza kawiri kuchuluka komwe kulipo kuposa kufunikira kotsimikizira zochitikazo. Katundu wotsutsa-wolimba uyu momwe kugwedezeka kumayenda bwino ndi chipwirikiti m'malo mowonjezereka chifukwa cha chipwirikiti ndi mwayi waukulu wa Tangle. 

M'mbiri, ngakhale panopo, timalimbikitsa anthu kuti akhulupirire zamalonda pojambula zomwe zikuchitika kuti titsimikizire komwe malondawo adachokera, komwe akupita, kuchuluka kwake komanso mbiri yake. Izi zimafuna nthawi yochuluka ndi kuyesetsa mbali ya ntchito zambiri monga maloya, ma auditors, oyendera khalidwe ndi ntchito zambiri zothandizira. Izi, zimapangitsa kuti anthu aphe luso lawo popanga manambala akutsimikizira uku ndi uko, zomwe zimapangitsa kuti malonda azikhala okwera mtengo, olakwika komanso okwera mtengo. Kuzunzika kochuluka kwa anthu ndipo a Dukkha akumana ndi anthu ambiri omwe amagwira ntchito zongobwerezabwereza kuti apange chidaliro pazochita izi. Popeza chidziwitso ndi mphamvu, chidziwitso chofunikira chimabisidwa ndi omwe ali ndi mphamvu poletsa anthu ambiri. Blockchain imatilola ife kuti tithe 'kudula zonyansa zonsezi' za apakati ndikupereka mphamvu kwa anthu kudzera muukadaulo m'malo mwake chomwe ndicho cholinga chachikulu chakusintha kwamakampani achinayi.

Komabe, blockchain yamakono ili ndi malire ake okhudzana ndi scalability, ndalama zogulira ndi zida zamakompyuta zomwe zimafunikira mgodi. IOTA imathetsa blockchain kwathunthu ndikuyika 'Tangle' leja yogawa kuti ipange ndikutsimikizira zomwe zachitika. Cholinga cha IOTA ndikuchita ngati chothandizira kwambiri pa Economy ya Machine yomwe, mpaka pano, yaletsedwa chifukwa cha kuchepa kwa ma cryptos apano.

Zitha kunenedweratu kuti machitidwe ambiri a cyber-physical adzatuluka ndikukhazikika pa Artificial Intelligence ndi IoT monga maunyolo ogulitsa, mizinda yanzeru, gridi yanzeru, makompyuta ogawana, kulamulira mwanzeru ndi machitidwe azaumoyo. Dziko limodzi lomwe lili ndi malingaliro ofunitsitsa komanso ankhanza kuti lidziwike bwino mu AI pambali pa zimphona zanthawi zonse za USA ndi China ndi UAE. UAE ili ndi njira zambiri za AI monga momwe yasonyezera apolisi a drone, mapulani a magalimoto osayendetsa ndi hyperloops, utsogoleri wokhazikika pa blockchain ndipo ngakhale ali ndi nduna yoyamba ya boma padziko lapansi ya Artificial Intelligence.

Kufuna kuchita bwino kunali kufuna komwe kunayambitsa capitalism ndipo tsopano kufunafuna komweku tsopano kukugwira ntchito kuthetsa capitalism. Kusindikiza ndi kugawana chuma cha 3D ndikutsitsa mtengo kwambiri ndikukweza magwiridwe antchito ndipo 'Machine Economy' okhala ndi makina okhala ndi zikwama za digito ndiye gawo lotsatira lomveka bwino lakuchita bwino kwambiri. Kwa nthawi yoyamba, makina azikhala odziyimira pawokha pazachuma omwe amapeza ndalama pogwiritsa ntchito ntchito zakuthupi kapena za data ndikugwiritsa ntchito mphamvu, inshuwaransi ndi kukonza zokha. Chuma chofunidwa chidzakula chifukwa cha kudalirika kogawa uku. Kusindikiza kwa 3D kudzatsitsa kwambiri mtengo wopangira zida ndi maloboti ndipo maloboti odziyimira pawokha pazachuma posachedwa ayamba kupereka chithandizo kwa anthu pofunidwa.

Kuti muwone kuphulika komwe kungadze, tangoganizani kusintha msika wakale wa inshuwaransi wa Lloyd. Poyambira, TrustToken ikuyesera kupanga chuma chodalirika kuti chigwire ntchito USD 256 trilioni, yomwe ndi mtengo wazinthu zonse zenizeni padziko lapansi. Zomwe zikuchitika pano zikuchitika mumitundu yakale yokhala ndi kuwonekera pang'ono, ndalama zamadzimadzi, kudalirana komanso mavuto ambiri. Kuchita izi pogwiritsa ntchito ma digito ngati blockchain ndikopindulitsa kwambiri chifukwa cha kuthekera kwa ma tokenization. Tokenization ndi njira yomwe chuma chenicheni chimasinthidwa kukhala ma tokeni adijito. TrustToken ikupanga mlatho pakati pa maiko a digito ndi zenizeni padziko lapansi kudzera pakuyika zinthu zenizeni padziko lapansi m'njira yovomerezeka padziko lapansi panonso ndipo 'imakhazikitsidwa mwalamulo, yowerengeredwa ndi inshuwaransi'. Izi zimachitika popanga mgwirizano wa 'SmartTrust' womwe umatsimikizira umwini ndi akuluakulu azamalamulo mdziko lenileni, komanso kuchitapo kanthu kofunikira pamene mapangano athyoledwa, kuphatikiza kukonzanso, kulipira zilango ndi zina zambiri. TrustMarket yokhazikika ikupezeka kwa onse okhudzidwa kuti asonkhanitse ndikukambirana zamitengo, ntchito ndi TrustTokens ndizizindikiro ndi mphotho zomwe maphwando amalandira chifukwa chokhala odalirika, kupanga njira yowunikira komanso kutsimikizira katunduyo.

Kaya TrustTokens imatha kuchita inshuwaransi yabwino ndi nkhani yotsutsana koma titha kuziwona kale pamsika wa Lloyd wakale. Pamsika wa Lloyd, ogula ndi ogulitsa inshuwaransi ndi olemba pansi amasonkhana kuti achite inshuwaransi. Oyang'anira ndalama za Lloyd amayang'anira mabungwe awo osiyanasiyana ndikupereka ndalama zokwanira kuti athe kuthana ndi zovuta zomwe zimabwera chifukwa cha inshuwaransi. TrustMarket ili ndi kuthekera kokhala mtundu wamakono wamsika wa Lloyd koma ndi molawirira kwambiri kuti mudziwe kupambana kwake. TrustToken imatha kutsegulira chuma ndikupanga mtengo wabwinoko komanso zotsika mtengo komanso katangale muzinthu zenizeni zapadziko lonse lapansi, makamaka m'malo ogulitsa nyumba, inshuwaransi ndi zinthu zomwe zimapanga mphamvu zambiri m'manja mwa ochepa.

Gawo la AI la M2M equation

Inki yambiri yalembedwa pa AI ndi mitundu yake yophunzirira makina 10,000+ yomwe ili ndi mphamvu ndi zofooka zawo ndipo ikutilola kuulula zidziwitso zomwe zidabisidwa kwa ife m'mbuyomu kuti tisinthe miyoyo yathu. Sitidzalongosola izi mwatsatanetsatane koma timayang'ana mbali ziwiri za Machine Teaching ndi Automated Machine Intelligence (AML) popeza izi zidzalola IoT kusintha kuchoka pazigawo za hardware zakutali kupita ku zonyamulira zophatikizika za data ndi luntha.

Maphunziro a makina

Kuphunzitsa pamakina, mwina ndiye njira yodziwika bwino kwambiri yomwe tikuwona yomwe ingalole kuti chuma cha M2M chikhale cholimba kuyambira pachiyambi pomwe kukhala gawo lalikulu la moyo wathu watsiku ndi tsiku. Tangoganizani! Makina samangolumikizana wina ndi mnzake komanso nsanja zina monga ma seva ndi anthu komanso kuphunzitsana. Izi zachitika kale ndi mawonekedwe a autopilot a Tesla Model S. Dalaivala wamunthu amakhala ngati mphunzitsi waluso pagalimoto koma magalimoto amagawana izi ndikuphunzira pakati pawo ndikuwongolera luso lawo munthawi yochepa kwambiri. Tsopano chipangizo chimodzi cha IoT sichinthu chodzipatula chomwe chiyenera kuphunzira chirichonse kuchokera pachiyambi chokha; imatha kupititsa patsogolo maphunziro ambiri omwe amaphunziridwa ndi zida zina zofananira za IoT padziko lonse lapansi. Izi zikutanthauza kuti machitidwe anzeru a IoT ophunzitsidwa ndi makina ophunzirira samangokhala anzeru; iwo akukhala anzeru kwambiri m'kupita kwanthawi mumayendedwe ofotokozera.

'Kuphunzitsa Kwamakina' kumeneku kuli ndi zabwino zambiri chifukwa kumachepetsa nthawi yophunzitsira, kumadutsa kufunikira kokhala ndi chidziwitso chambiri komanso kulola makina kuti aphunzire pawokha kuti apititse patsogolo luso la ogwiritsa ntchito. Kuphunzitsa Kwamakina kumeneku nthawi zina kumakhala kophatikizana ngati magalimoto odziyendetsa okha kugawana ndikuphunzira limodzi ngati malingaliro ophatikizika, kapena kumatha kukhala kotsutsana ngati makina awiri akusewera chess okha, makina amodzi amakhala ngati chinyengo ndipo makina enawo ngati chinyengo. detector ndi zina zotero. Makinawa amathanso kudziphunzitsa okha posewera zoyerekeza ndi masewera odziletsa okha popanda makina ena aliwonse. AlphaGoZero wachita chimodzimodzi. AlphaGoZero sanagwiritse ntchito deta iliyonse yophunzitsira ndikudzisewera yokha ndikugonjetsa AlphaGo yomwe inali AI yomwe inagonjetsa osewera abwino kwambiri padziko lonse lapansi a Go (Go ndi mtundu wotchuka wa Chinese chess). Lingaliro lomwe agogo aakazi a chess anali nalo powonera AlphaGoZero akusewera anali ngati mpikisano wotsogola wanzeru kwambiri akusewera chess.

Mapulogalamu ochokera ku izi ndi odabwitsa; ma hyperloop (masitima othamanga kwambiri) omwe amalumikizana wina ndi mzake, zombo zodziyimira pawokha, magalimoto oyenda, ma drones omwe amathamanga mwanzeru komanso mzinda wokhalamo ukuphunzira kuchokera pawokha kudzera pagulu lanzeru. Izi pamodzi ndi zina zatsopano zomwe zikuchitika mu kusintha kwachinayi kwa mafakitale a Artificial Intelligence zingathe kuthetsa mavuto omwe alipo panopa, mavuto ambiri amtundu wa anthu monga umphawi wadzaoneni ndipo amatilola kulamulira Mwezi ndi Mars.

Kupatula IOTA, palinso ma Dagcoins ndi ma byteballs omwe safuna blockchain. Ma Dagcoins onse ndi ma byteballs adakhazikitsidwanso pa DAG Directed Acrelic Graph monga 'tangle' ya IOTA ili. Ubwino wofananira wa IOTA umagwiranso ntchito ku Dagcoins ndi ma byteballs popeza zonsezi zikugonjetsa malire a blockhain. 

Kuphunzira makina okha

Pali nkhani yokulirapo yokhudzana ndi makina pomwe pafupifupi gawo lililonse limakayikiridwa ndipo palibe amene ali ndi mantha awa a AI apocalypse. Palinso mbali yowoneka bwino ya automation komwe imalola anthu kufufuza 'masewera' m'malo mongogwira ntchito. Kuti mumve zambiri, onani m'nkhaniyi pa futurism.com

Ngakhale kutukumula ndi ulemerero wokhudzana ndi owonetsa mochulukira monga asayansi a data, akatswiri, kuchuluka, ndi ena ambiri, amakumana ndi vuto lomwe nzeru zamakina zimafuna kuthetsa. Vutoli ndilo kusiyana pakati pa maphunziro awo ndi zomwe ayenera kuchita poyerekeza ndi zomwe amachita. Chowonadi chodetsa nkhawa nthawi zambiri chimatengedwa ndi ntchito ya nyani (ntchito yomwe nyani aliyense angachite m'malo mwa munthu wophunzitsidwa mwaluntha komanso waluso) monga ntchito zobwerezabwereza, kuphwanya manambala, kusanja deta, kuyeretsa deta, kumvetsetsa, kulemba zitsanzo. ndi kugwiritsa ntchito mapulogalamu obwerezabwereza (kukhalanso makina a spreadsheet) ndi kukumbukira bwino kuti mukhale ogwirizana ndi masamu onsewo. Zomwe akuyenera kuchita ndikupanga luso, kupanga zidziwitso zotheka, kuyankhula ndi ena omwe akukhudzidwa kuti abweretse zotsatira zenizeni zoyendetsedwa ndi data, kusanthula ndi kupeza njira zatsopano zothetsera mavuto omwe alipo.

Makina anzeru zamakina (AML) amasamala kuti achepetse kusiyana kwakukulu uku. M'malo molemba gulu la asayansi a data 200, asayansi amodzi kapena ochepa a data omwe amagwiritsa ntchito AML amatha kugwiritsa ntchito mafanizo ofulumira amitundu ingapo nthawi imodzi chifukwa ntchito yambiri yophunzirira makina imapangidwa kale ndi AML monga kusanthula kwa data, kusintha mawonekedwe, kusankha kwa algorithm, kusintha kwa hyper parameter ndi kuwunika kwachitsanzo. Pali nsanja zingapo zomwe zilipo monga DataRobot, Google's AutoML, Driverless AI ya H20, IBNR Robot, Nutonian, TPOT, Auto-Sklearn, Auto-Weka, Machine-JS, Big ML, Trifacta, ndi Pure Predictive ndi zina zotero AML akhoza werengerani ma aligorivimu oyenera nthawi imodzi kuti mupeze zitsanzo zabwino kwambiri molingana ndi zomwe zidafotokozedweratu. Kaya ndi ma algorithms ophunzirira mozama kapena ma aligorivimu akukhamukira, onse amapangidwa mwaluso kuti apeze yankho labwino lomwe ndi lomwe timasangalatsidwa nalo.

Kupyolera mu njira iyi, AML imamasula asayansi a data kuti akhale anthu ambiri komanso ochepa cyborg-Vulcan-anthu calculators. Makina amapatsidwa zomwe amachita bwino kwambiri (ntchito zobwerezabwereza, kupanga zitsanzo) ndipo anthu amapatsidwa ntchito zomwe amachita bwino (kukhala opanga, kupanga zidziwitso zotheka kuyendetsa zolinga zabizinesi, kupanga mayankho atsopano ndikulumikizana nawo). Sindinganene tsopano kuti 'dikirani kaye ndiloleni ndikhale phD kapena katswiri mu Machine Learning m'zaka 10 ndiyeno ndidzagwiritsa ntchito zitsanzozi; dziko likuyenda mofulumira kwambiri tsopano ndipo zomwe zili zofunika tsopano zimakhala zachikale kwambiri. Maphunziro okhazikika a MOOC okhazikika komanso kuphunzira pa intaneti kumakhala komveka bwino m'magulu amasiku ano odziwika bwino m'malo mwa ntchito yomwe mibadwo yam'mbuyomu idazolowera.

AML ndiyofunikira pachuma cha M2M chifukwa ma aligorivimu amayenera kupangidwa ndikutumizidwa mosavuta ndi nthawi yochepa. M'malo mwa ma aligorivimu omwe amafunikira akatswiri ambiri ndipo amatenga miyezi yambiri kuti apange zitsanzo zawo, AML imachepetsa kusiyana kwa nthawi ndikulola kuti pakhale zokolola zambiri pakugwiritsa ntchito AI pazinthu zomwe sizinali zotheka m'mbuyomu.

Insuretechs zam'tsogolo

Kuti ntchitoyi ikhale yosasunthika, yothamanga, yolimba, yosaoneka komanso yosavuta ngati mwana akusewera, teknoloji ya blockchain imagwiritsidwa ntchito ndi makontrakitala anzeru omwe amadzipangira okha zinthu zikakumana. Inshuwaransi yatsopano ya P2P iyi ikuchotsa ndalama zolipirira zachikhalidwe pogwiritsa ntchito chikwama cha digito pomwe membala aliyense amaika ndalama zake muakaunti yamtundu wa escrow kuti agwiritse ntchito ngati pempho liperekedwa. Muchitsanzo ichi, palibe aliyense mwa mamembala omwe ali ndi chiwonetsero chokulirapo kuposa kuchuluka komwe amayika m'matumba awo a digito. Ngati palibe zonena zomwe zimapangidwira ma wallet onse a digito amasunga ndalama zawo. Zolipira zonse zamtunduwu zimachitika pogwiritsa ntchito bitcoin kuchepetsanso ndalama zogulira. Teambrella imati ndi inshuwaransi yoyamba kugwiritsa ntchito chitsanzo ichi kutengera bitcoin. Zowonadi, si Teambrella yokha. Pali zoyambira zambiri za blockchains zomwe zimayang'ana inshuwaransi ya anzawo ndi anzawo komanso magawo ena a zochita za anthu. Zina mwa izo ndi:

1. etherisc
2. Insurepal
3. AIgang
4. Moyo wa Rega
5. Bit Life ndi Trust
6. Unity Matrix Commons

Chifukwa chake, nzeru zambiri za unyinji zimagwiritsidwa ntchito ngati inshuwaransi '.Amaphunzira kuchokera kwa anthu, mapulani ndi anthu, Zimayamba ndi zomwe ali nazo Ndipo Amamanga pazomwe akudziwa'(Lao Tze).

M'malo mopeza phindu lalikulu kwa omwe akugawana nawo, kukhala otalikirana ndi zenizeni zenizeni, kusowa khungu pamasewera, komanso kukhala ndi mwayi wochepa wozindikira (mwachitsanzo, chidziwitso) cha anthu achibale ndi anzawo, mnzake uyu ndi mnzake amapatsa mphamvu unyinji ndi matepi. m’nzeru zawo (m’malo mwa nzeru zochokera m’mabuku) zomwe nzabwino kwambiri. Palibenso machitidwe olakwika amitengo pano monga mavoti otengera jenda, kukhathamiritsa mitengo komwe kumakulipirani okwera ngati simungathe kupita ku inshuwaransi ina ndipo mosemphanitsa. Chimphona cha inshuwaransi sichingakudziweni kuposa anzanu, ndizosavuta monga choncho.

Inshuwaransi yomweyi ya anzawo ndi anzawo imatha kuchitidwa pamaleja omwe si a blockchain monga IOTA, Dagcoins ndi Byteballs ndi zopindulitsa zaukadaulo zamaleja atsopanowa pa blockchain yamakono. Oyambitsa ma tokenization a digito awa ali ndi lonjezo lokhazikitsanso mabizinesi omwe amagulitsa, kuphatikizana ndi chilichonse chomwe chimachitikira anthu ammudzi ndi anthu ammudzi mokhazikika modalirika popanda opondereza ngati maboma, mabizinesi a capitalist, mabungwe azikhalidwe ndi zina zotero. Peer to Peer Insurance ndi gawo limodzi chabe la pulogalamu yonse.

Makontrakitala anzeru amakhala ndi mikhalidwe yokhazikika ndi iwo yomwe imangoyambika mwadzidzidzi ndipo zodandaula zimalipidwa nthawi yomweyo. Kufunika kwakukulu kwa ogwira ntchito omwe ali ndi ziyeneretso zapamwamba koma makamaka kugwira ntchito yaukalaliki kumachotsedwa palimodzi kuti apange bungwe lodziyimira pawokha lamtsogolo. Opondereza apakati a 'ma sheya' amapewa zomwe zikutanthauza kuti zokonda za ogula zimachitidwa powapatsa mwayi, mitengo yotsika komanso chithandizo chabwino chamakasitomala. M'malo mwa anzawo, phindu limapita kwa anthu ammudzi m'malo mwa ogawana nawo. IoT imapereka gwero lalikulu lazidziwitso ku maiwewa kuti apange ma protocol nthawi yotulutsa zolipirira komanso nthawi yoti musatero. Chizindikiro chomwecho chimatanthawuza kuti aliyense kulikonse atha kukhala ndi mwayi wopita ku dziwe la inshuwalansi m'malo mochepetsedwa ndi geography ndi malamulo.