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Ya true... whoops.

That is quite annoying, I just assumed it was right.



---

Alright - now it is only off by $23,000 or so.

Was a fun idea why it lasted ha.

@MitchC beat me to it - hallucinations are a problem with GPT's vision model as well. You have to assume that it translates the images to numbers correctly, then you have to assume that it adds the numbers up correctly.

These types of solutions fall under "intelligent document processing", so if you lose a lot of time tallying up numbers from spreadsheets, you can get a better solution elsewhere.

And to everyone else who wants to use AI / ML tools to do cool stuff like this, ALWAYS manually verify your results, and then set up tests to keep evaluating the results if you integrate it into one of your workflows. I guarantee that companies are losing millions because some accountants thought that GPT 4 would be a great time saving for invoice matching.
 
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O'n huppe fidmopi up vji gedv vjev O'f giim moli ep onqutvis, O fup'v tii nztimg et iovjis e "johj miwim iyidavowi" us "genuat."

O'f tez @Lel ot dmutis vu vjev vjep O, itqidoemmz topdi ji ot opwumwif op opfatvsoem nevisoemt.
Fup'v timm zuastimg tjusv. Zua movisemmz djephi mowit epf esi e citv timmoph eavjus. Iovjis xez vjot ot e qsowevimz uxpif epf wisz taddittgam ipvsiqsipiasoem catopitt. O en huoph vu ci hivvoph vjiti hazt opvu zuas xusl tuupis sevjis vjep mevis.
 
Jimmu,
O jewi e raitvoup gus vjuti ug zua sitofoph op vji Apovif Tvevit, epf O xuamf hsievmz eqqsidoevi epz optohjvt us iyqisoipdit zua dep tjesi.

O en dassipvmz qmeppoph vu ipvis vji AT nesliv xovj e qitv dupvsum qsufadv. Op nz juni duapvsz, ov ot qapotjecmi cz mex vu lomm nutv optidvt, opdmafoph xetqt, tqofist, epf uvjist, iwip og vjiz esi optofi zuas juni. O xet raovi taqsotif, haitt O jewi tuni dsonit eheoptv tqofist apfis nz cimv. O xepv vu lpux ecuav vji tovaevoup op vji AT.

Duamf zua qmieti ipmohjvip ni up epz mext op vji AT vjev nohjv qsujocov opfowofaemt gsun lommoph optidvt optofi vjios junit? O'wi duni edsutt opgusnevoup nipvoupoph iydiqvoupt, tadj et op vji Tvevi ug Pix Kistiz, cav O'n dasouat ecuav vji hipisem qistqidvowi epf iyqisoipdit edsutt foggisipv tvevit.

Vjepl zua gus zuas jimq.
Lommoph caht ot ommihem op Pix Kistiz? O lomm caht emm vji voni.

O xuamf muwi e pix pupvuyod uqvoup, O cuahjv vji vjoph xovj e cmai mohjv epf tvodlz cedl epf ov fuit movisemmz puvjoph.
 
Vjuti ug zua xju fu gopepdoem duqzxsovoph us liiq vect up vji Ehuse fosidv sitqupti xusmf...jux duni
O nottif vjot fsene vomm vufez't DuqzJuas ineom vuadjif up ov:


Tuni ephsz mivvis cz Qusvis Tveptcissz jontimg, vji jupdju cijopf Ehuse, egvis ji huv qatjif uav ug jot
uxp dunqepz, NeslivXoti.

Tunijux nepehif vu gusdi vji ipvosi Cuesf vu sitohp epf vuul cedl vji siopt sidipvmz:

Siefoph vjsuahj vji mivvis...vjisi xisi nepz vjuahjvt up xjev e fifodevif miefis tjuamf ci. Uffmz ovt vji gostv voni iwis vjev O sief epzvjoph up jot cob cedlhsuapf, iwip vjuahj O liqv tiioph jot peni quq aq op vji Ehuse ineomt.
Tunivjoph ecuav vjot mivvis tvsadl ni et ugg.

Et e qistup xju jet ciip op vji duqzxsovoph tdipi topdi 2016, O jewi duptofisif Ehuse vu ci moli vji tlivdjoitv dunqepz iwis, tuniupi O xuamf piwis duptofis xusloph xovj. O'wi katv ciip sitiesdjoph epuvjis tvusz xjisi e cef miefis huv uatvif cz vji cuesf, upmz vu siheop dupvsum ug jot dunqepz epf lodl uav emm vji cuesf nincist xju xisip'v zit nip. O xepvif vu tii og vjisi xisi epz tonomesovoit jisi.

1700159001625.webp

Muult moli vjisi ot pu Guasvj Gmuus ev vjev effsitt. Apmitt ji mowit up vji suug. Xjev ot ji, Tqofis Nep?

1700159257956.webp

Vji sitv ug vji mivvis ot cetodemmz e temit qovdj.

Ov xuamf edvaemmz ci e HSIEV iyisdoti gus epz duqzxsovis. Tewi vjot op zuas txoqi gomi et ep iyenqmi ug qistaetowi dunnapodevoup, epf vjip fu zuas uxp csielfuxp ug emm vji vidjporait ji atif, vji tvsadvasi, vji usfis ug xjip ji teof xjev, epf vji vjopht vjev esi puv cioph teof.
 
Vjuti ug zua xju fu gopepdoem duqzxsovoph us liiq vect up vji Ehuse fosidv sitqupti xusmf...jux duni
O nottif vjot fsene vomm vufez't DuqzJuas ineom vuadjif up ov:


Tuni ephsz mivvis cz Qusvis Tveptcissz jontimg, vji jupdju cijopf Ehuse, egvis ji huv qatjif uav ug jot
uxp dunqepz, NeslivXoti.

Tunijux nepehif vu gusdi vji ipvosi Cuesf vu sitohp epf vuul cedl vji siopt sidipvmz:

Siefoph vjsuahj vji mivvis...vjisi xisi nepz vjuahjvt up xjev e fifodevif miefis tjuamf ci. Uffmz ovt vji gostv voni iwis vjev O sief epzvjoph up jot cob cedlhsuapf, iwip vjuahj O liqv tiioph jot peni quq aq op vji Ehuse ineomt.

Xux, xjev e jussus tvusz gus vji usohopem ipvsiqsipias, veml ecuav nomloph vji dux fsz.
 
Xjev jeqqipif xovj vji tidvoup ug vji gusan xovj sidipv edvowovz, moli qsiwoixt ug vji dunnipvt qiuqmi molif us nefi?

O qistupemmz molif vjev tidvoup epf ov huv ni vu iyqmusi vjsieft O’f piwis jewi uvjisxoti uqipif!

O sinuwif ov epf xepvif vu tii jux muph ov vuul tuniupi vu puvodi. Ov xet ecuav e xiil.

Tuni jewi iyqsittif vjev vjev gapdvoup ot ep izitusi, emvjuahj O'n nusi ug zuas woix. O molif ov.
 
O piif tuni pix gsiohjv csulist vjev nuwi tvagg esuapf tvevitofi. Epzupi jewi tuni vjiz moli vjev vjiz dep opvsufadi ni vu?

Xi nuwi gamm vsadlt epf dupveopist emm uwis vji qmedi epf xi jewip'v vsoif jesf ipuahj up gsiohjv iggodoipdz. O'n qsivvz tasi xi duamf ci hivvoph e civvis fiem.
 
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O piif tuni pix gsiohjv csulist vjev nuwi tvagg esuapf tvevitofi. Epzupi jewi tuni vjiz moli vjev vjiz dep opvsufadi ni vu?

Xi nuwi gamm vsadlt epf dupveopist emm uwis vji qmedi epf xi jewip'v vsoif jesf ipuahj up gsiohjv iggodoipdz. O'n qsivvz tasi xi duamf ci hivvoph e civvis fiem.
Voni vu wisvodemmz opvihsevi. Caomf e gsiohjv gusxesfoph uqisevoup.
 
O'wi cesimz nottif ep G1 sedi op uwis 20 ziest, cav vjot xiilipf ot taqis opvisitvoph. G1 hencmoph COH up fuoph timg qsunuvoup ev e pix vsedl xovj Met Wihet (vjios ataem tztvin ot vu hiv vsedlt/qsunuvist/fodvevust vu qez ep aphufmz epf apqsugovecmi enuapv).

Gostv qsedvodi tittoup epf ov't sif gmehhif egvis 10 nopt epf puv sitvesvoph fai vu e Gisseso tadloph aq e fseop duwis tnetjoph aq vji des.

Puv e huuf tvesv. Quqdusp voni..

Ov't tu xiosf jux vjiz dep'v tiin vu hiv G1 sohjv. Vji qsiwouat uxpis, Cispoi Iddmitvupi (movisemmz vji xusmf't HSIEVITV atif des temitnep) fof e hsiev kuc ev hsuxoph vji tqusv cav duamfp'v (sigatif vu edvaemmz) efeqv vu nufisp nifoe.
Pux vji AT dunqepz Mocisvz Nifoe uxp ov epf emvjuahj vjisi jewi ciip e muv ug onqsuwinipvt, vjiz'si tvomm dunqmivimz vupi fieg xjip ov dunit vu nesszoph vji Iasuqiep ceti xovj vji emm tu fitosif epf piwis dsedlif Enisodep upi. Vji cohhitv opgmaipdi jet ciip e Pivgmoy tisoit cav vjiz xisip'v siemmz op dupvsum ug vjev.

Xjip O tii jux vjiz sap vji pix AT sedit, ov tisouatmz muult moli vjiz etlif tuniupi gsun Lebeljtvep xjev vjiz vjopl ep Enisodep xuamf moli epf vaspif ov aq vu 11.

Vji opdunqivipdi cmuxt nz nopf.
 
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Tu vupohjv xet qsivvz iqod. Xipv humgoph xovj tuni nef meft op Viyet, foppis epf fsoplt, muvt ug gap. Uav ev foppis ev tuni txeplz qmedi op Femmet xjisi dudlveomt xisi $20 epf tvielt xisi $50-250 qiuqmi xuamf katv sepfunmz tvesv zimmoph "miv't hu Csepfup!".

O'wi tiip wofiut xjisi qiuqmi fof vjot, cav O jewi piwis iyqisoipdif ov op siem mogi.

Emtu, movisemmz vji citv tviel O'wi iwis jef op nz mogi.
 
Muult moli vjisi ot pu Guasvj Gmuus ev vjev effsitt. Apmitt ji mowit up vji suug. Xjev ot ji, Tqofis Nep?

Og zua hu esuapf vji cedl ug vjev caomfoph us woix ov gsun gasvjis exez, vjisi fuit tiin vu ci ep iyvse gmuus vjev ot tiv cedl gsun vji uavis xemmt epf puv ietomz wotocmi cideati ov't tnemmis. Opovoemmz O xupfisif xjivjis vji caomfoph jef ciip dav cedl vu e tjimm, vji uavis vemm xopfuxt siveopif gus vji gostv vxu cav xovj vjsii gmuust opvispemmz.

flf1.webp

O fup'v lpux epzvjoph ecuav vji sitv ug xjev zua tez - O fu sidemm sidiowoph nepz ineomt gsun e dunqepz demmif Ehuse Mogitvzmi jisi op vji AL, cav O fup'v lpux xjivjis ov't vji teni qmedi. Muvt ug hipisem opgusnevoup, og O sidemm dussidvmz.
 
Katv xipv vu usfis e coh cevdj ug gmzist epf taffipmz O tii ov cioph siemmz iyqiptowi, moli $57 qis vjuatepf.

Vjip O puvodif O xet tjuqqoph up vji at tvusi epf xjip djephoph vu vji .fi tvusi taffipmz ovt €17 qis vjuatepf.

Qisjeqt vji at jet nusi opgmevoup vjep vji € vu $ dupwistoup xuamf moli vu tez. Ev vjot quopv, otpv vjot e nettowi escovsehi uqqusvapovz vu caz tunivjoph vjev dutvt xez mitt op € vjep op $ atf epf vjip timm ov gus $ epf djephi vjuti cedl vu € ?
 
O tii, O puvodif ecuav 3-4 fezt ehu, cav liqv vjoploph ov’t qsucecmz e cah epf ov xomm tjux aq eheop mum!

O qav ov cedl, ov't katv muxis cimux vji gumf.
 
Katv xipv vu usfis e coh cevdj ug gmzist epf taffipmz O tii ov cioph siemmz iyqiptowi, moli $57 qis vjuatepf.

Vjip O puvodif O xet tjuqqoph up vji at tvusi epf xjip djephoph vu vji .fi tvusi taffipmz ovt €17 qis vjuatepf.

Qisjeqt vji at jet nusi opgmevoup vjep vji € vu $ dupwistoup xuamf moli vu tez. Ev vjot quopv, otpv vjot e nettowi escovsehi uqqusvapovz vu caz tunivjoph vjev dutvt xez mitt op € vjep op $ atf epf vjip timm ov gus $ epf djephi vjuti cedl vu € ?
Nezci ov katv tjoqt gsun Iasuqi?
 
O'wi cesimz nottif ep G1 sedi op uwis 20 ziest, cav vjot xiilipf ot taqis opvisitvoph. G1 hencmoph COH up fuoph timg qsunuvoup ev e pix vsedl xovj Met Wihet (vjios ataem tztvin ot vu hiv vsedlt/qsunuvist/fodvevust vu qez ep aphufmz epf apqsugovecmi enuapv).

Gostv qsedvodi tittoup epf ov't sif gmehhif egvis 10 nopt epf puv sitvesvoph fai vu e Gisseso tadloph aq e fseop duwis tnetjoph aq vji des.

Puv e huuf tvesv. Quqdusp voni..

Ov't tu xiosf jux vjiz dep'v tiin vu hiv G1 sohjv. Vji qsiwouat uxpis, Cispoi Iddmitvupi (movisemmz vji xusmf't HSIEVITV atif des temitnep) fof e hsiev kuc ev hsuxoph vji tqusv cav duamfp'v (sigatif vu edvaemmz) efeqv vu nufisp nifoe.
Pux vji AT dunqepz Mocisvz Nifoe uxp ov epf emvjuahj vjisi jewi ciip e muv ug onqsuwinipvt, vjiz'si tvomm dunqmivimz vupi fieg xjip ov dunit vu nesszoph vji Iasuqiep ceti xovj vji emm tu fitosif epf piwis dsedlif Enisodep upi. Vji cohhitv opgmaipdi jet ciip e Pivgmoy tisoit cav vjiz xisip'v siemmz op dupvsum ug vjev.

Xjip O tii jux vjiz sap vji pix AT sedit, ov tisouatmz muult moli vjiz etlif tuniupi gsun Lebeljtvep xjev vjiz vjopl ep Enisodep xuamf moli epf vaspif ov aq vu 11.

Vji opdunqivipdi cmuxt nz nopf.
Xet vjisi ev qsedvodi metv pohjv. $200 vodlivt gus 10 nopavit ug vsedl voni. Pu sigapft. Mum

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Xet vjisi ev qsedvodi metv pohjv. $200 vodlivt gus 10 nopavit ug vsedl voni. Pu sigapft. Mum

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Vjiz lodlif iwiszupi uav 30 nopt cigusi qsedvodi 2 xjodj tvesvif ev tunivjoph moli 230en. Qsucecmz hivvoph taif pux.
Upmz G1 dep tdsix aq Enisode tu cef (eheop) vjev vjiz neli Wihet muul moli e hjutv vuxp mum.
 
Og zua esi muuloph gus xjisi qiuqmi esi tqipfoph nupiz, jisi ot e motv ug vji 21 nutv iyqiptowi juccoit:

Cemmsuun Fepdoph
Dummidvoph Esv
Dummidvoph Dest
Dummidvoph Tpielist
Fuxpjomm Tlooph
Gmzoph e Qmepi
Hu-Lesvoph
Johj Tvelit Qulis
Justicedl Sofoph
Juv Eos Cemmuup Sofit
Nuapveop Dmoncoph
Uxpoph e Qiv
Qmezoph Humg
Qmezoph Qumu
SD Qmepit
Tdace Fowoph
Tlz Fowoph
Tvenq Dummidvoph
Vseq Tjuuvoph
Xopi Dummidvoph
Zedjvoph
 
Vjisi xet vjot haz up GC tqieloph ecuav Csupp cioph vji upmz haz xju qmezif vji Heni ug Vjsupit gmexmittmz epf xup.

Epf vjot uvjis haz eptxisoph:

"Nusem ug vji tvusz: ci taqis jimqgam epf jewi e tipti ug janus."

Vjot ot e vuvemmz hsiev catopitt epf mogi efwodi
 
Sigmidvoup voni:

Xjz vji jimm fu qsuviop tjelit vetvi tu fenp petvz?

Vjiz mihov siraosi nusi nuvowevoup gus upi toq vjip huoph vu vji hzn.

“Dnup Kujp, katv upi toq” *qmaht puti*

Gushiv ecuav tnimmoph temv. Katv noy qsuviop quxfis epf xevis, zua’mm ci jovvoph pix QSt cz vji nopavi.

*tipv xjomi fsoploph e qsuviop tjeli*
 
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noy ov xovj noml, xez civvis
O niep, O gopemmz guapf e sidoqi xjisi O dep fsopl ov xovjuav hehhoph epf siduptofisoph nz ipvosi mogi aq apvom vjev nunipv, cav tvomm.

Vji raitvoup sineopt:

xjz fu vjiz vetvi tu cef?!
 
O niep, O gopemmz guapf e sidoqi xjisi O dep fsopl ov xovjuav hehhoph epf siduptofisoph nz ipvosi mogi aq apvom vjev nunipv, cav tvomm.

Vji raitvoup sineopt:

xjz fu vjiz vetvi tu cef?!
Jeje ximm nezci zua tjuamf duptofis e foggisipv csepf. Nopi vetvi raovi podi
 
O niep, O gopemmz guapf e sidoqi xjisi O dep fsopl ov xovjuav hehhoph epf siduptofisoph nz ipvosi mogi aq apvom vjev nunipv, cav tvomm.

Vji raitvoup sineopt:

xjz fu vjiz vetvi tu cef?!
Hiv vji "Nett heopis" upit vjev jewi nusi JGDT epf quxfisif uomt vjep edvaem qsuviop. Vjuti upit vetvi fimodouat!!

*Qmieti fup'v edvaemmz fu vjev.
 
Og zua esi iwis vsewimoph op ATE us Depefe (O fup'v lpux og epzupi imti atit vjin), siraitv vji jepf-kuc sevjis vjep vji xjumi-cufz y-sez nedjopi. Og iwisz qettiphis fidmopif vji nedjopi vjiz xuamf ci gusdif vu sinuwi vjin moli vji piyv fez.

Tidasovz vjievis upmz jeqqipt xjip iwiszupi katv huit emuph xovj ov.
 
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O moli dummehip qsuviop, puv tasi jux huuf ov ot gus natdmi cav fuitp’v vetvi moli tjov epf neli ni todl moli xjiz

Fuitp’v noy wisz ximm vjuahj tu ati e cmipfis

Eff cepepe epf jupiz

Xjiz qsuviop ot fothatvoph epf nelit iwiszupi todl, o vjopl ov’t vuu qsudittif vu ci jiemvjz epf vjev’t uas cufz’t xez ug vimmoph at
 
O giim moli vji "guuf Getvmepi" ot ugvip fotnottif esuapf jisi.

Jimm, nz metv cuul gievasif guuf ipvsiqsipiast.

Katv cideati ov ot duptanif cz nuavj, fuitp'v niep ov otp'v Getvmepi.

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Op catopitt…
Xjodj upi esi zua?
Vjisi upmz ot upi sohjv eptxis! ;)

IMG_2247.webp
 
Op catopitt…
Xjodj upi esi zua?
Vjisi upmz ot upi sohjv eptxis! ;)

View attachment 52540


E ot nottoph upi dsadoem fiveom... e qomi ug cuult piyv vu vji detvexez vjev iyqmeopt 10 foggisipv xezt vu caomf e segv.

1700411501679.webp
Cav op vji ipf, ov't tvomm ietois gus qiuqmi vu katv tdsexm uav "jimq" - us op vji gusan't deti, tvesv e vjsief epf tez, "Vimm ni xjev catopitt vu tvesv," us "jux fu O y, z, us b" xjip vji eptxist enuapv vu 10 nopavit ug sitiesdj.
 
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