Mistral AI mgal ChatGPT mgal Tasuqilt n Tmacint.com: Anwa Asuqel n AI i d-yettaken asuqel igerrzen akk?

Ma yella tettnadiḍ allalen n tsuqilt n AI deg 2025, ur telliḍ ara weḥd-k. Akken tettnerni teɣwalt tamaḍlant yerna tettnerni s waṭas n tutlayin, teḥwaǧeḍ allalen ara d-yessiwḍen ugar n unamek n tɣara kan. Tebɣiḍ lbaḍna, lḥess, d tɣawsa.

Deg umḍiq-agi yettnernin, kraḍ n yismawen i d-yeffɣen: Mistral AI, ChatGPT, d Tasuqilt n Tmacinin.com. Sin-a imezwura d imḍebbren deg yimukan n tutlayin timeqqranin (LLM). Wis kraḍ d taɣerɣert n usnulfu ay yesdukklen ayen yelhan seg snat-a n tɣawsiwin—syen ad teddu sdat. Maḍris-a yessemgarad kraḍ n yiqerra ɣer yiqerra akken ad k-iɛiwen ad tefrenḍ asuqel n AI igerrzen akk 2025.

Askasi n yal taɣult

D acu i d Mistral AI?

Mistral AI yettwassen s LLM n lqis yeldin d tɣawsiwin n usnulfu s tɣawla. Am wallal n tsuqilt n mistral ai, yettwaxdem i yimsuddsen i yebɣan aḍfar s API-nsen d tmeẓla n usdukkel. Yettqadar aṭas n tutlayin, dɣa d aya ay t-yeǧǧan ad yili d anfay i uḍris atikniki d usmel n useɣzan.

D acu i d ChatGPT?

ChatGPT yettak-d asuqel s tɣawla. Aru kan aḍris-ik n uɣbalu, AI ad yerr s tutlayt n yiswi. Yettwaqbal s lḥess d uswir s lsas n usmel-ik. Allal-agi n tsuqilt n chatgpt d ayen yelhan i useqdec n yal ass, i ussetti, d usselmed, s lmendad n usnulfu-ines n tmesliwt d usnerni-ines.

D acu i d Tasuqilt n Tmacint.com?

Mačči am wallalen n tmeẓdit, Tasuqilt n tmacinin.com tettkemmil d asemres n LLM-nniḍen imezwura am ChatGPT d Mistral. Yettwaseqdec s tɣawsiwin am Agent n tsuqilt n AI, tisuqqilin n wawalen igejdanen, d tmuɣli n snat n tutlayin yettwaferqen. Yettwabna i tsuqilt s tɣawla yerna yettak-d aḍfar ilaqen i tɣawsiwin n useqdec n tsuqilt taɣelnawt.

Tasuqilt s tɣawla d usnefli n tɣawsiwin

Ad d-tafeḍ tasuqilt mačči kan d asnulfu n wawalen—d aḥareb ɣef ṣṣut, lebni, d lebɣi. Deg tɣawsiwin n uṣaḍuf d tmussni, aḍfar yesɛa azal ugar n zik. Ha-t-an amek i yettkemmil yal allal mi ara d-yili ussuqel s tɣawla d uḥraz n tɣellist n tmenḍawt.

Mistral AI yettak-d aḍris amezwaru iǧehden, maca ur yettwasfeḍ ara akk akken ilaq i yiḍrisen unṣiben. Tewwi-d 92% deg tɣawsiwin n tɣawsiwin s tɣawla, ladɣa ɣef ljal n usqerdec-nnes n “Accord de Vente” – d awal ay yesɛan azal, maca maci d “Contrat de Vente” ay d-yellan s lqanun. Ismawen n tɣawsiwin am “San Aurelia” llan ttwaḥesben s tɣawla (100% n tɣawsiwin s tɣawla), yerna tajerrumt teṭṭef-d s lmeɛqul s 94%, ɣas akken llant tmeslayin n tɣawsiwin s tɣawla am “s’engage à vendre.”

D acu kan, tasuqilt-nni tessekcem-d yiwet n tefyirt n usnerni—“entré en vigueur”—ur yellin ara deg uḍris aẓuran. Aya yesneqs-d asenqes-is n tmenḍawt arma d 90%. Skur-is n tfelwit yeqqim deg 90%, maca s 88% kan deg tfelwit tazerfant, ur yettwaqbal ara akk i leɛqudat n tfelwit ma yella ur yettwasqerdec ara yerna yettwabeddel.

ChatGPT 7.8 yettḥadar lḥess d tfelwit s tɣawla, yettak-d tasuqilt yettḥulfun s tmesliwt ugar. Tewwi-d 95% deg tɣellist n wawalen, s tfelwit kan ay d-yellan d tuccḍa n tira—“Contrait” deg wemkan n “Contrat.” Tajerrumt tella teǧhed s 96%, yerna ismawen ttwaḥerzen s tɣawla (100% s tɣawla).

Tafyirt “accepte de vendre” tella tettekka deg uswir n 95% n tɣawsiwin s tɣawla, maca tasuqilt tella cwiṭ d tin ur nesɛi ara aṭas n tɣawsiwin s umata (93%). Ayen yesɛan azal, d akken texṣer awal “signé”, d awal ay d-yettwaḥettmen deg tefyirt taglizit taẓurant “yexdem yerna yekcem deg.” Aya yessawḍ-d asemres-nnes (alignement) n tmenḍawt (contexte) ɣer 95%, yerna lqanun-nnes (formalité) n lqanun tekcem-d s 94%. D amazwar ijehden i yiwen n usenfar maca mazal-it yeḥwaǧ taɣuri n tfelwit uqbel aseqdec n lqanun.

MachineTranslation.com tettḍafar deg wakk timnaḍin n tfelwit, tettaweḍ-d tasuqilt i d-yettwasbedden s lqanun yerna d tin iwatan s usnulfu. Tewwi-d 98% n tɣawsiwin s tɣawla deg tɣawsiwin n wawalen, tesqedcem s lḥeqq “Contrat de Vente” yerna tesseqdac s tɣawla tutlayt tazerfant s tɣawla.

Tajerrumt tekcem-d s 99%, ma d ismawen d wawalen ssawḍen ɣer 100% n tɣawsiwin s tɣawla. Yettqabal taglizit taẓurant akken iwata, yewwi-d 100% n ussemres n tmenḍawt. Lḥess-nnes yettḥaz lmizan yelhan—100% n tɣawsiwin n lqanun s 98% n tɣawsiwin s tɣawla, dɣa d aya ay t-yettaǧǧan ad yeɣreḍ s tɣawla war ma yettwaḥbes s tɣawla. S umata, tessuqel “made and entered into” s “conclu et signé,” d ayen ay d-yesskanayen tifrat n uswir n yimazzayen n tferdiwin n lqanun.

S uswir n tuccḍa ddaw n 2%, taɣerɣert-a tettafk ṣṣenf n yiḍrisen iɣef tzemreḍ ad t-tefkeḍ laman i lmend n usseḍru. Ama tqebleḍ leɛqudat n uṣaḍuf neɣ lemcawrat usligen, MachineTranslation.com iban-d d akken tettqabal wiyaḍ deg yal aferdis agejdan.

Ma yella tettḥeqriḍ d acu i d asuqel n AI i d-yettawin s tɣawla, abrid-agi n tɣawsiwin s tɣawsiwin, s tɣawsiwin n tɣawsiwin, yettak-d i MachineTranslation.com lfayda.

Tiskanin n usnefli (customisation) i yesnernayen asuqel s tɣawla

Mi ara d-nini ɣef tsuqilt, yiwen n lqis ur yettqadar ara akk. Ama tqebleḍ leɛqudat n lqanun, tqebleḍ iḍrisen itwilanen, neɣ tessuqleḍ imeslayen n usnuzu, teḥwaǧeḍ allal izemren ad yettwasnefli s tɣawsiwin-ik timezwura. Taflest d ayen i d-yesbedden tiɣbula n tsuqilt n AI s tidett s nnfeɛ s tifrat n tmeẓdit.

Mistral AI yettwaxdem s tmuɣli n yimsuddsen. Tiskanin-is ttwaẓẓlent deg usebded n API, ttakent-d tazmert d uḍfar i wid izemren ad bnun iberdan n uxeddim n tmeẓdit deg tlemmast-is. Maca, i yiseqdacen ur nelli ara d itekniyen, taɣect n ulmad tezmer ad tessemɣer aseqdec-is n yal ass.

ChatGPT, deg umḍiq-is, yettak-d taɣect n tmeẓdit i k-yettaǧǧan ad tesselḥuḍ lḥess d uswir s tmeẓdiyin. Tzemreḍ s tɣawla ad tgeḍ tisuqqilin s tɣawla neɣ s tɣawla, s lmendad n wid i k-d-yeslan. Yelha i usnuzu neɣ i usnulfu n tɣawsiwin, maca d ayen ur nesɛi ara aṭas n tmuɣli mi ara d-yili uḥettem n tdukli gar yiḍrisen imeqqranen.

Dɣa d ayen ideg MachineTranslation.com yettak-d tifrat n tmeẓla. Yettaf-d tisuqqilin s tɣawla s unagraw n Q&A yettwasqedcen s tɣawla yerna yettwasqedcen s yiswi n uḍris-ik d wid ara t-yeslen. S wallalen i d-yesbedden am usqerdec n umuṭu n tsuqilt d tsuqqilin n wawalen igejdanen, tzemreḍ ad tessemlilḍ s tɣawla asenfar—ur ilaq ara asenqed.

Tazmert d usnerni

Tazmert tesɛa azal ameqqran mi ara txedmeḍ s yiḍrisen imeqqranen neɣ mi ara tḥerzeḍ aḍris iḥerzen akud. 

Ama tbeddeḍ taḥemla tamaḍlant neɣ tqebleḍ tiktiwin n tallelt s waṭas n tutlayin, tisuqqilin s tɣawla zemrent ad sqeɛdent axeddim-ik. Dɣa d aya ay yejjan afran n umsuqel n AI s tɣawla yerna yettwasnen, d ayen yugaren ayen ay d-yettwafernen s tmussni kan—d ayen ay d-yellan d ayen yesɛan azal deg ufares.

Mistral AI yettban-d s tmeṣkiwt-nnes ay d-yettwasbedden s API s tɣawla, dɣa d aya ay t-yeǧǧan ad yili d afran ijehden i yimsuddsen d tkebbaniyin ay yesdukklen asuqel deg high-hipe.

ChatGPT yettak-d tazmert n tɣawsa deg tuget n tegnit, maca axeddim yezmer ad yettbeddil s lmendad n wahil n uɛeddi neɣ n tɣawsa n uqeddac. Ma yella sin wallalen-a zemren ad qqimen deg useqdec n tlemmast, tazmert-nsen tezmer ad temgerrad mi ara sqedcen iɣeblan n uxeddim imeqqranen.

Dɣa d aya aydeg MachineTranslation.com yettcercur s tidet. Yesseqdac asenqes n waṭas n yimukan akken ad yefren s wudem awurman LLM i d-yettawin s tɣawla yerna s tɣawla i yal axeddim n tsuqilt. S usdukkel n tɣawsa s tɣawla, yettak-d s tɣawla igmaḍ s tɣawla-ladɣa deg tɣawsa-nniḍen- dɣa d aya ay t-yeǧǧan ad yili d afran n tqacuct i tsuqqilin n tɣawsiwin s tɣawla d tɣawsiwin n uxeddim n tɣawsiwin n tkebbanit.

Asmel n tutlayt

Asmel n tutlayt d ayen ay d-yettawin lfayda tameqrant mi ara tefrenḍ taɣerɣert n tsuqilt if you de-pe're, ladɣa tutlayin. Mačči kan d ayen ara d-yefken aḍris ɣezzifen n tferdiwin—d ayen ara d-yessiwḍen lqaɛa deg yal yiwet deg-sent. Ma yella taɣult-ik tettkemmil deg umaḍal neɣ tettqeddim i yimdanen s waṭas n tutlayin, aɛiwen n tutlayin s tɣawla yezmer ad yuɣal d aḥric ameqran.

Mistral AI yettɛawan tura aṭas n tutlayin yettwasqedcen s waṭas, dɣa d aya ay t-yeǧǧan ad yili d win ay iwatan i lecɣal n tsuqilt tamatut. D acu kan, aḥric-nnes n tutlayt d win ay d-yellan s tɣawla ma nessemgerrad-it ed wallalen niḍen, yerna aya yezmer ad yili d aḥric seg yiseqdacen ay ixeddmen s tutlayin ur nesɛi ara aṭas n tɣawsiwin. Aya yerra-tt d tin iwulmen ugar i yisenfaren anda ur telli ara tgemmi n tutlayin d tazwara.

ChatGPT ixeddem xir deg unnar-a, yettak-d yiwet n tmeẓdit n tutlayin s wazal-nsent deg tzemmar-is n tsuqilt. Dɣa, s waya, aḍfar-nnes deg tutlayin n tɣawsiwin n tɣawsiwin n tɣawsiwin yezmer tikwal ad yeḥbes ɣef ljal n yisefka n ussileɣ (training) ixuṣṣen neɣ s lexṣaṣ n tɣawsiwin n tɣawsiwin n tɣawsiwin. 

Ma d MachineTranslation.com yettɛawan ugar n 270 n tutlayin, gar-asent aṭas n tentalyin timnaḍanin ed tɣawsiwin n tɣawsiwin n tɣawsiwin. S tmuɣli n tutlayt taṭumatikt i d-yellan deg-s d wallalen n AI s waṭas n tutlayin, yessefsay isenfaren n tsuqilt ixuṣṣen yerna yettḍemmil aɛeddi s waṭas. 

Ma yella testeqsaḍ ma yella Mistral AI d ChatGPT ttqadaren yiwet n tutlayt, tiririt ibanen: MachineTranslation.com yettak-d aḍris n tutlayt igerrzen akk deg ssuq.

Asmel d usnerni

Asmel d usnerni zemren ad sxedmen neɣ ad rẓen afran-ik n wallal n tsuqilt—ladɣa mi ara tesselḥuḍ iḍrisen n tsuqilt neɣ ad txedmeḍ ddaw n tmeẓla n tmeẓla n tmeẓla. 

tkebbanit, tuffɣa n lmizan yelhan gar lqima d tɣara d ayen yesɛan azal ameqqran. Dɣa d aya ay yeǧǧan ad tmuqleḍ nnig n tɣawsiwin n llsas kan yerna ad tḥesbeḍ d acu ara d-tafeḍ s tidet s yedrimen-ik.

Mistral AI yettḍafar amḍiq n ssuma s lsas n useqdec, s tɣawsiwin icudden ɣer useqdec n API d wamek ara tesnebgiḍ amḍiq-nni. Asebded-a yefka i yimsuddsen tazmert d usnerni maca yezmer ur yettqadar ara iseqdacen n tɣawsiwin neɣ tiɣlamin ur nelli ara d titekniyin. Yettkemmil akken ilaq i tmeẓdiyin n usmel, maca idrimen yeffren n usmel d usmel zemren ad rnun s tɣawla.

Deg lawan-nni, ChatGPT yettak-d taɣult n ssuma i d-yettwasbedden s tɣawla ugar. Yella unekcum ilelli s lemtel n llsas, yerna iɣewwaɣen ttfeggiḍen axeddim yelhan, s tɣawla, d unekcum n tmezwarut deg tallit n tɣawsiwin n tɣawsiwin. I wid yessuqlen tikwal neɣ ḥwaǧen lḥeṛma n tmesliwt, amḍiq-a d win ara d-yesfaydin seg-s yerna d ayen ara d-yesfaydin seg-s.

MachineTranslation.com yettawi-d lḥeṛma s uswir niḍen s usnulfu n 100.000 n wawalen ilelliyen war ma yessefk ad t-id-tessekneḍ. Aya yerra-tt d yiwet seg tmiḍrant (plateformes) ay d-yettawin lxir ama i yimdanen, ama i tkebbaniyin ay yettnadin ɣef tsuqilt taɣelnawt s tedrimt. 

Ma yella tessemqaraḍeḍ ssuma n Mistral AI d ChatGPT, MachineTranslation.com iban-d belli yettak-d ssuma n tɣara n tɣara igerrzen akk—ladɣa i yisenfaren imeqqranen neɣ aseqdec n yal ass.

Acuɣer MachineTranslation.com d asuqel n AI igerrzen akk i yixeddamen

IMa yella ccɣel-ik yettḥettim aḍfar n tɣawsiwin s wazal-nsent—ama deg leɛqudat n lqanun, deg yiḍrisen n tesnajya, neɣ deg tɣawsiwin s wazal-nsent—MachineTranslation.com yettwaxdem akken ad yeḍfer aḍris-nni. Mačči am tuget n wallalen n AI yettkelfen s yiwen n umuṭu, taɣerɣert-a tessemras aṭas n tɣawsiwin n tsuqilt n AI sakkin tessemras tisfifin n usnerni n tmussni s ufella. Anamek-is ur tesɛiḍ ara kan asuqel s tɣawla; tḥettemḍ-d talɣa s tɣawla, s tɣawla.

Yiwet seg tɣawsiwin-is i d-yeffɣen d Aswir n Tɣara n Tsuqilt n AI, i d-yettaken azal i yal tasuqilt s tɣawla seg 0 ar 10. Aya yettak-ak-d tamuɣli s tɣawla, s lqis, ɣef wamek i d-yettili laman deg yiwen n usnulfu-yesselḥay-ak-d axeddim n usnulfu. Nnig waya, Agent n Usuqel n AI yettkemmil am umeskar aḥeqqi, yettaǧǧa-k ad tessemlilḍ s tɣawla lḥess, lebni, d wawalen uqbel ad tkemleḍ aḍris-ik.

I yixeddamen ixeddmen s tɣawsiwin timezwura, Tisuqqilin n wawalen igejdanen d abeddel n urar. Allal-a yettwali imeslayen n temguri yerna yettak-d aṭas n tferdiwin seg yimukan n tqacuct, dɣa aya ad ak-yeǧǧ ad tefrenḍ win ara k-iɛiwnen akk deg tmenḍawt-ik.‎

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Sdukkul aya d Tmuɣli n Snat n Tutlayin Yettwaferqen, i d-yeskanayen iḍrisen n uɣbalu d yiswi tama s tama deg yiferdisen izemren ad ttwabeddlen, yerna tesɛiḍ taɣect yebnan i tɣellist, i tbaḍnit, d uḍfar. Ma yella tettnadiḍ ɣef tifrat n tsuqilt s tɣawla ur nḥebbes ara s tɣawla neɣ s useqdec, MachineTranslation.com yettak-d 85%+ n tɣawsiwin s tɣawla srid seg AI.

Tḥwaǧeḍ ugar n tɣawsa? Seqdec Aselkin n Umdan akken ad taweḍ s 100% n tɣellist mi ara ilin yilugan n uṣaḍuf, n uslugen, neɣ n tɣawsiwin n uɣref deg wurar. Ama t-id-tessufuɣeḍ s tmaziɣt n ukatalug n ufaris, t-id-tessekcemḍ isefka n tgermant tasnajyant, neɣ t-id-theggiḍ ifarisen n usnuzu s waṭas n tutlayin, taɣerɣert-a d allal n tsuqilt taɣelnawt i yettwasqedcen s tɣawsiwin-ik d tɣawsiwin-ik s tɣawsiwin-ik n uxeddim.

Axemmem aneggaru

Afran gar Mistral AI vs ChatGPT yezmer ad yili d ayen iweɛren. Yal yiwen yesɛa tizemmar. Maca ma yella tesɛiḍ iswi n tɣawsa, n tɣawsa, d tɣawsa—s lǧehd ameẓyan—MachineTranslation.com ibedd-d.

Bdu ass-a s MachineTranslation.com u sfeḍ tasuqilt taɣelnawt, taɣelnawt i d-yettwasqedcen sɣur imuṭuten n AI imeqranen. Ssekcem-ed iman-ik s lḥeqq yerna sqedceḍ 100 000 n wawalen n tsuqilt s ṣṣenf yelhan—ur teḥwaǧeḍ ara tkarḍa n lbanka neɣ asekcem-ik. Ama tessuqleḍ aḍris n uṣaḍuf, n tesnajya, neɣ n tdamsa, ad tesɛuḍ tazmert, aḍfar, d uḍfar seg usenfar-ik amezwaru.‎