OkulandelayoUmhlahlandlela olandelayo
I-NYC Local Law 144 kanye ne-AI Yokuqasha Ngokuchemile
Umphakathi
UMHLAHLANDLELA womphakathi
Isebenzisa kanjani i-IRS i-AI ekukhetheni ukucwaningwa kwamabhuku
Yebo.
Kuleli khasi4 amaminithi afundiwe
Uhlolojikelele
I-IRS isebenzisa amamodeli wamaphuzu ezibalo, ukufaniswa kwedokhumenti okuzenzakalelayo futhi, ngokwandayo, nokufunda ngomshini ukuze inqume ukuthi yiziphi izimbuyiselo zentela ezifanele ukubhekisiswa, kodwa abantu basabuyekeza izimbuyiselo ezihlatshwe umkhosi ngaphambi kokuthi kuqale ukuhlola okuningi. Ithuluzi elaziwa kakhulu isikolo se-Discriminant Function (DIF). Lezi zinhlelo zibalulekile ngoba zinquma ukuthi ubani ozocwaningwa, futhi abacwaningi babonise ukuthi bangabeka umthwalo osindayo kwamanye amaqembu abakhokhi bentela kunakwamanye.
I-Deep Dive
I-IRS ayisebenzisi uhlelo olulodwa lwe-AI oluyinhloko. Isebenzisa amasistimu amaningana, ngalinye lakhelwe umsebenzi ohlukile. Omdala kunawo wonke amaphuzu we-Discriminant Function (DIF). I-DIF iqhathanisa imbuyiselo ngayinye nezinkambiso zezibalo ezithathwe ekucwaningweni okukhethwe ngokungahleliwe, ngokulandelana okwenziwa ngaphansi koHlelo Lukazwelonke Locwaningo. Isikolo se-DIF esiphezulu sisho ukuthi ukucwaninga kwaleyo mbuyiselo maningi amathuba okuthi kuveze ushintsho kuntela. I-IRS igcina amafomula eyimfihlo ukuze abantu bangakwazi ukuwadlala. Amaphuzu aphezulu awaqali ukuhlolwa ngokwawo. Abaklami bezigaba abaqeqeshiwe babuyekeza izimbuyiselo zamaphuzu aphezulu futhi bakhethe okufanele bahlole. Okwesibili, ukufana kwe-IRS kubuya ngokumelene nembuyiselo yolwazi efana nama-W-2 nama-1099s. Uma izinombolo zingavumelani, uhlelo lwe-Automated Underreporter luthumela isaziso se-CP2000 esihlongoza ushintsho. Ngokobuchwepheshe i-CP2000 ayikona ukucwaningwa kwamabhuku, nakuba ingaholela kubhili. Okwesithathu, amathuluzi okukhwabanisa afana nemiphumela yohlelo Lokubuyekeza Lokubuyisela mayelana nokuntshontshwa komazisi kanye nezimangalo zembuyiselo ezingamanga ngaphambi kokuthi ukubuyiselwa kwemali kuphume. I-IRS iphinde yathi ihlose ukusebenzisa ama-analytics athuthuke kakhulu kumafayili ayinkimbinkimbi njengokubambisana okukhulu njengoba uxhaso kanye nabasebenzi kuvumela. Ukulunga kwaba udaba olusesidlangalaleni ngo-2023. Abacwaningi abasebenza nedatha yoMnyango Wezezimali bathi uhlanga lwabakhokhi bentela, ngenxa yokuthi i-IRS ayikuqophi lokho, futhi balinganisela ukuthi abakhokhi bentela abamnyama bacwaningwa izikhathi eziningana njengabakhokhi bentela abaNsundu. Balandelela ingxenye enkulu yegebe endleleni izimbuyiselo ezifuna i-Earned Income Tax Credit ezikhethwa ngayo. Imodeli ibingasebenzisi uhlanga njengokufaka. Umehluko uqhamuke ezinqumweni zokuklama, okuhlanganisa ukugxila emakhredithini abuyiswayo abuyiselwe ngokweqile kanye nokucwaninga okushibhile okwenziwa ngeposi. I-IRS ikwamukele lokho okutholakele futhi yathi izoshintsha indlela esebenza ngayo. Umbono oyiphutha ojwayelekile ukuthi isoftware ikuhlola ngokuzenzakalelayo. Eqinisweni, izinga le-algorithms liyabuya futhi abantu banquma ukuthi yimaphi amacala okufanele avulwe.
I-Strategic Impact
Ingozi nokuphepha
Ukulimala kwe-AI okuyinhlekelele nokwansuku zonke kokubili kuncike ekutheni ubani oqonda ubungozi nokuthi ubani ongathatha isinyathelo.
Izinqumo ezicacile
Ukwazi ukufunda nokubhala komphakathi kanye nobungcweti bumba ukuthi inqubomgomo eqinile yokuphepha ingenzeka yini ngokwepolitiki.
Ukunqamula i-hype
Izincazelo ezicacile zinciphisa ukuthwebula nge-hype, lab PR, netiyetha yezimiso ezingacacile.
Ikusasa Lendlela I-IRS Isebenzisa Ngayo I-AI Ekukhetheni Ukucwaningwa Kwamabhuku
I-IRS kungenzeka iqhubeke yengeza ukufunda komshini ekukhetheni nasekutholeni ukukhwabanisa, ikakhulukazi ukubuyisela okuyinkimbinkimbi lapho isikhathi somhloli singekho. Ukuthi ifinyelela kude kangakanani kuncike ekuxhasweni kwezimali, ekuqashweni kwabasebenzi nasekuthuthukisweni kobuchwepheshe besimanje, futhi zontathu zishintshile kaningi. Izindikimba ezengamelayo ezifana Nomhloli Omkhulu Wezimali Wokuphathwa Kwentela kanye Nehhovisi Likahulumeni Lokuziphendulela ziye zacela ngokuphindaphindiwe imibhalo engcono nokuhlolwa kwamamodeli e-IRS. Buka ukudalulwa komphakathi kokuhlolwa kokulunga kanye nezaziso ezicacile ezitshela abakhokhi bentela ukuthi kungani bekhethiwe. Kungakhathaliseki ukuthi amamodeli abukeka kanjani, iseluleko esisebenzayo asishintshi: bika yonke imininingwane ebuyayo, gcina amarekhodi asekela amakhredithi akho kanye nemali ebanjwayo, futhi uphendule izaziso ngokushesha.
Ukuqaliswa Komhlaba Wangempela
Isisebenzi esizimele sishiya i-1099-NEC ekubuyeni kwayo. Ezinyangeni kamuva uthola isaziso se-CP2000 ngenxa yokuthi uhlelo lwe-Automated Underreporter lufane nekhophi yomkhokhi uma eqhathaniswa nembuyiselo yakhe futhi bathola imali engenayo.
Imbuyiselo ifuna izimali ezibanjwayo ezinkulu kakhulu ngokwezinga layo lemali engenayo. Ithola amaphuzu aphezulu e-DIF futhi iya kumuntu ohlukanisa ngezigaba, onquma ukuthi ukubuyisela kufanele kuhlolwe yini.
Uhlelo Lokubuyekezwa Kwembuyiselo luphethe imbuyiselo ngenxa yokuthi izimbuyiselo zifana namaphethini axhumene nokwebiwa kobunikazi. Umkhokhintela uthola incwadi ebacela ukuthi baqinisekise ubunikazi babo ngaphambi kokukhishwa kwembuyiselo.
Umndeni ofuna i-Earned Income Tax Credit uthola ukuhlolwa kokuxhumana ngeposi. Icela amarekhodi esikole noma ezokwelapha abonisa ukuthi ingane efanelekayo ihlala nabo isikhathi esingaphezu kwesigamu sonyaka.
Izingozi & Guardrails
Ukuphatha ubungozi obukhona njenge-sci-fi kuyilapho amandla ehlanganisa.
Ukudida ukuphepha komkhiqizo ongaphezulu nokuqondanisa ngaphansi kokuzimela okuphezulu.
Ishiya izethameli ezingezona ezesiNgisi nezingezona uchwepheshe ezinemithombo yekhwalithi ephansi kuphela.
Ukuqalisa Umhlahlandlela
Hlukanisa ukulimala komkhiqizo, ukusetshenziswa kabi, kanye nezingozi zokulahleka kokulawula / ukungahambi kahle.
Buza ukuthi yibuphi ubufakazi obungashintsha umbono wakho ngemigqa yesikhathi nobukhulu.
Uncamela imithombo eyinhloko nokuhlola okuphathekayo kunezicelo zokumaketha.
Khomba indlela eyodwa yokwenza: umsebenzi, inqubomgomo, uxhaso, noma amakhono — hhayi nje ukuqwashisa.
Qhubeka Uhlole
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the How the IRS Uses AI for Audit Selection quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Imibuzo evame ukubuzwa
Ithini I-IRS Isebenzisa I-AI Ekukhetheni Ukucwaningwa Kwamabhuku?
Yebo. I-IRS isebenzisa amamodeli wamaphuzu ezibalo, ukufaniswa kwedokhumenti okuzenzakalelayo futhi, ngokwandayo, nokufunda ngomshini ukuze inqume ukuthi yiziphi izimbuyiselo zentela ezifanele ukubhekisiswa, kodwa abantu basabuyekeza izimbuyiselo ezihlatshwe umkhosi ngaphambi kokuthi kuqale ukuhlola okuningi. Ithuluzi elaziwa kakhulu isikolo se-Discriminant Function (DIF). Lezi zinhlelo zibalulekile ngoba zinquma ukuthi ubani ozocwaningwa, futhi abacwaningi babonise ukuthi bangabeka umthwalo osindayo kwamanye amaqembu abakhokhi bentela kunakwamanye.
Ingabe i-high Discriminant Function (DIF) ithola amaphuzu embuyekezweni ibonisa ukuthini?
I-DIF iqhathanisa imbuyiselo nezinkambiso ezithathwe ekucwaningweni okungahleliwe. Amaphuzu aphezulu asho ukuthi ukuhlolwa kwamabhuku kungase kushintshe intela ekweletwayo. Akukona ukutholwa kokukhwabanisa noma inhlawulo.
Ngemuva kokuthi imbuyiselo ithole amaphuzu aphezulu e-DIF, yini evamise ukwenzeka ngokulandelayo?
Isikolo sibuya amazinga kuphela. Abahlukanisi bezigaba abaqeqeshiwe bahlola ukubuyiselwa kwamaphuzu aphezulu futhi bakhethe ukuthi yiziphi okufanele bazihlole.
Isisebenzi esizimele siye sashiya i-1099-NEC futhi kamuva sathola isaziso se-CP2000. Yiluphi uhlelo okungenzeka ukuthi lwayikhiqiza?
Uhlelo lwe-Automated Underreporter luqhathanisa amafomu afakwe umkhokhi afana nama-1099 kanye nama-W-2 ngokumelene nembuyiselo. Uma imali engenayo ishoda, iphakamisa ukulungiswa ku-CP2000.
Ngokomhlahlandlela, kungani isaziso se-CP2000 sihluke ngokobuchwepheshe ekucwaningweni kwamabhuku?
I-CP2000 iphakamisa ushintsho ngoba imali engenayo ebikiwe ayifani nezimbuyiselo zolwazi. Akukona ukuhlola okusemthethweni, nakuba kungaholela enkokhelweni uma umkhokhintela engaphikisi ngempumelelo.
Uthini umhlahlandlela ocwaningweni lwango-2023 kusetshenziswa idatha yomjaho engabaliwe etholwe mayelana nokukhetha kokucwaningwa kwamabhuku okuhlobene ne-EITC?
Abacwaningi balinganisele umehluko omkhulu futhi balandelela okuningi kwakho ukuthi ukubuyiselwa kwe-EITC kwakhethwa kanjani, hhayi ukugijima kusetshenziswe njengokufaka okuqondile.
Qhubeka ufunda
Iziqondiso ezihlobene
Imihlahlandlela eyengeziwe yalesi sihloko