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Tiɣbula n usefti n AI igerrzen akk 2026: Allalen imeqranen ttwasemrasen

2026-09-28 · Investing Insights
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Tiɣbula n usefti n AI igerrzen akk 2026: Allalen imeqranen ttwasemrasen

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S tmerniwt n tɣawsiwin n ssuq d tmuɣli n tɣawsiwin n tbankiwin, afran n wallal aṭumatik iwatan d ayen yesɛan azal. Atan wamek ttwasemrasent tmeẓdiyin n AI n tqacuct i lmend n tɣawsa d tɣawsa deg 2026.

Tiwsiwin tigejdanin
  • Tazmert tesɛa azal ugar n tfelwiyin n tmeẓdiyin n tmeẓdiyin mi ara ttwaḥerzen yiḥricen yettwasbedden am tezmert d tmeẓdiyin.
  • Tizemmar n tɣara deg yiḥricen n uɛeddi s waṭas ttqadaren imgerraden imeẓyanen deg tɣellist n algorithme.
  • Ilaq i wid yebdan ad sbedden tiɣbula i yessefsayen isefka n ugzum ixuṣṣen ɣer yiferdisen n tigawt ibanen.

Ayɣer Tazzla tettbeddilen Tiɣbula n Usefti n AI igerrzen akk 2026

Tignatin n ssuq deg tgara n Ṭuber 2026 ttwasemmant-d s yibeddilen s tɣawla deg lfayda n Tbanka n Tnezzut d ssuma n upiṭrul. Dow yeqleɛ-d kraḍ n dduṛt, yerna yeqqel yugar s waṭas deg wakud aydeg lfayda n tbankiwin n tbankiwin tɣelqeḍ. Deg twennaḍt-a, latency d acengu n lfayda. Tiẓegwa n usefti n AI igerrzen akk 2026 ur llint ara d tid yesɛan tiɣbula igerrzen akk, maca d tid ay d-yettawin tifrat n tmeẓdit s tɣawla ugar n wayen ay tezmer ad t-tesseqdec tmussni n umdan. Mi ara yennerni ssuma n Microsoft s 4% ɣef yisalan n wallalen n Copilot ay yettwasbedden, neɣ mi ara sneqsen ssuma n upiṭrul ɣef ljal n ttawilat n tgemmi tasertant, tasekkirt n tigawt tettnerni. Ilaq ad sqedcen yigensasen (systèmes) iṭumatikyen isentalen-a yerna ad sbedden iferdisen uqbel ma yesseqdec ssuq ameqran isalan s lekmal-nsen.

Imsenza iqeddcen ttqabalen-d yiwen n wugur s umata : asemres n lḥess d tmeẓẓuɣt. Taɣerɣert i d-yesfaydin seg usmel-ik s yal abeddel ameẓyan ur tesɛi ara lfayda. Allalen imezwura deg 2026 ttfiltren isefka s yimukan n tmuɣli ay d-yettaken azal i tedyanin n tɣara tameqrant. Ɣef umedya, mi ara d-smektin yisalan dakken Micron tezmer ad tuɣal d aḥric ameqran n tneflit n lfayda n S&P 500, allalen n AI igerrzen ttwekkiden-d abeddel-a deg lawan. Ur ttṛajun ara asenqed n ulɣu n tmerwin n yiseggasen. Tazmert-a tettaǧǧa imsenza ad sbedden iman-nsen zdat n wemsefham, d lfayda tameqrant deg ssuq aydeg Nasdaq la yettḍurru lqidar n wakk tikkal yerna ttwaɛezlen yiswan.

Tickers deg uswir

TikerTaggaytAḥricAbeddel
1CK Hutchison Holdingsotherunknown
101Hang Lungreal_estateunknown
1024Kuaishou Technologytelecomunknown
1038CK Infrastructure Holdingsutilitiesunknown
1044Hengan Groupconsumerunknown
1055China Southern Airlinesindustrialsunknown
1061Essex Bio-Technologyhealth_careunknown
1066Shandong Weigao Group Medical Polymerhealth_careunknown
1088China Shenhua Energyenergyunknown
1093CSPC Pharmaceuticalhealth_careunknown
1099Sinopharm Grouphealth_careunknown
1109China Resources Landreal_estateunknown
1113CK Asset Holdingsreal_estateunknown
1171Yankuang Energy Groupenergyunknown
1177Sino Biopharmaceuticalhealth_careunknown
12Henderson Landreal_estateunknown

Allalen ay sseqdacen yimesnallunen (professionnels) i lmend n unadi ɣef tɣawsiwin n tɣawsiwin —

Tidet deg tegniwin n ssuq yettbeddilen

Accuracy ur yettwafhem ara s lxir am tmuɣli n ssuma zeddigen. Deg tilawt, aselkim n usnefli n tɣawsiwin igerrzen akk 2026 yettqadar rrbeḥ s wamek i d-yettqadar amussu. Ɣerr-d lḥal n yisalan ay d-yellan seg melmi kan: ssuma n lpitrul tesfeḍ, yerna lqimat n tbankiwin n tbankiwin rnan-d kra n lweqt uqbel ma rnan-d iman-nsent. Algorithme ur nesɛi ara aṭas n lqaɛa yezmer ad iẓer "lpitrul ad yeɣli" yerna ad yeznuzu tiḥuna n tezmert. Amḍan n AI ay d-yettwasbedden s tɣawla yettwali dakken ssuma n ussidef ay d-yellan s tɣawla tesfaydi-d seg tkebbaniyin timguranin am 1055 (China Southern Airlines) d tkebbaniyin n yimseqdacen am 1368 (Xtep).

Aḍris-a n uswir yettban-d deg wamek ay ttgent tmeẓdiyin (plateformes) tiḥemliwin n tnezduɣt. S lqidar n lfayda ay la yettbeddilen, tikerḍiwin am 101 (Hang Lung), 1109 (Akal n Yiɣbula n Ccinwa), ed 12 (Akal n Henderson) ḥwaǧent askasi (analyse) s tɣawsiwin n tɣawsiwin. Ibots n tmuɣliwin tifrarayin ttfaṣṣilen dagi acku lbaṭaṭa ur teḍfer ara dima lḥirfa n ssuq n tbankiwin. Allalen n AI igerrzen ttnadin ɣef tɣawsiwin n tkurt n lɣella s timmad-nsent i tkebbaniyin-a. Nnan-d dakken deg wakud aydeg ssuq ameqran yezmer ad yeḥbes asenqes n tbankiwin n tbankiwin, tiddukliwin n tnezduɣt (immobilier) timezwura ttqabalen-d iɣeblan n uɛawed n tedrimt ay d-yellan s tɣawla. Aswir-a n usmel yebḍa allalen n uswir n tlemmast seg tesnallunin n usmel n llsas.

Afran n wallalen i yiferdisen n umsenzi yemgaraden

Mačči yal amsenzi yeḥwaǧ yiwet n tmeẓdit. I wid yettḥaraben ɣef tɣellist n tkebbanit tameqrant, tiẓegwa ay d-yesdukklen isefka seg yiḍrisen imeqranen d yiḍrisen imeqranen am 1398 (ICBC) ttakent-d lewṣayat ilaqen. Allalen-a ttwaɛezlen deg ussebded n tmuɣliwin timeqranin, am tmerniwt n ddurt ay d-yellan seg melmi kan deg wakk timnaḍin n Dow d S&P 500 ɣas akken llant tɣawsiwin n tmerniwt n tmerniwt. Ssefsayen isalan ixuṣṣen ɣer tmuɣliwin izemren ad ttwaxedment : ḥerzen idrimen n tɣara, ttḥeqriren lḥess ameẓyan n daxel n wass.

I wid yettnadin ɣef tneflit n tɣawsiwin s tɣawla, lbal yettbeddil ɣer tɣawsiwin n teknoloji d tɣawsiwin n tɣawsiwin n tɣawsiwin. Tikerrusin am 1347 (Asmiḍan n Hua Hong) d 1385 (Asmiḍan n Shanghai Fudan) ḥwaǧent tiẓegwa ay d-yesfaydin s tɣawla seg tmuɣliwin n tfada d yisalan n tmeẓdiyin n ussiweḍ. Ma yella Micron tessewjed iman-is ad tessers Nvidia deg yimesnallunen n tneflit n lfayda, ilaq allal-ik ad d-yesmekti abeddel-a n temsizzelt srid. Ilaq i wid yebdan ad nadin ɣef tesnallunin i d-yesfehmen acuɣer i d-yettwaxdem usmel. Ma yella AI tessebded-d asenfar s ssebba n tmerniwin n lḥess neɣ ibeddalen igejdanen? Tafada tebna laman yerna tesselhuy aḍfar n teɣtasin.

Iḍrisen n tɣara i useḍru

Bdu s uskasi n tmuɣli-inek n uxeddim n tura. Tḥuzaḍ-d tignatin imi allal-ik d aɛewwiq, neɣ imi yettak-d aṭas n lḥess? Test n tmeẓdit tamaynut s tmeẓdit n tedrimt tamecṭuḥt. Ad ḍefren amek ay yettḍafar tiwwura n ugzum, am ubeddel seg tkebbaniyin n yimseqdacen am 1044 (Tagrawt n Hengan) ɣer tdawsa. Ḥadret ma yella AI yettwali akken iwata anamek n umḥaddi n yiḥricen n tdawsa deg tallit n tɣellist n ssuq.

Ḥrez lḥeṛma d tidet. Ulac alguritma i d-iḍemnen lfayda. Maca, lḥeqq n tmeẓdiyin n usefti n AI 2026 ad yesneqs lbaṭel n tmuɣli. Mi ara yaweḍ Nasdaq ɣer tqacuct n wakk tikkal, tugdi n tɣawsiwin ur nelli ara d tid ay d-yettawin s waṭas leqrar n lxir. Tagnit n AI n yiswi tezmer ad d-tessummel ad d-teṭṭef lfayda neɣ ad t-id-terr s lmizan deg yiḥricen ur nesɛi ara azal am ttawilat, yettwasbegnen s yiḍrisen am 1378 (China Hongqiao Group). Ttkel ɣef yisefka, mačči ɣef tḥemla. Sseqdec s lqanun aḍfar n tmeẓdit-ik mgal igmaḍ n ssuq n tidet akken ad tḍemneḍ belli tettkemmil s tɣawla n tnezzut-ik d tmuɣli n tḥila.

Tagzemt n uḍris ɣef tɣawsiwin n tmuɣli

Akk tiɣbula n tmuɣli i d-yettwaqeddmen dagi ttwaxelqen-d sɣur imudel n AI i d-yesbedden s tɣawsiwin timaynutin n umezruy d tmuɣliwin timaynutin n wass-a. Ma yella allalen-a ttgen s tɣawla aṭas n yisefka, ur ttḥessiben ara tidyanin n tmeẓdiyin tiberkanin neɣ ibeddalen n tsertit s tɣawla s tmuɣli n zdat ikemlen. Ilaq imseftiyen ad ttwalin tignatin-a d tineqqiḍin n yisefka n tallelt mačči d tidett n tɣawsiwin. Sdukkul dima tiẓriwin tiwuriwin d uskasi n tḥila tusligt.

Isestanen yettwasteqsan s waṭas

Ma llant tmeẓdiyin n usefti n AI ḥlawent ugar n yimesnallunen n umdan i usnefli n tɣawsiwin?

Tiẓegwa n AI ttwaɛezlent deg usseqdec n tɣawsiwin s tɣawla d usseqdec n tɣawsiwin timeqranin n yisefka deg waṭas n yiḥricen deg yiwet n tikkelt, d ayen ay izemren ad yili d ayen ay d-yettawin s tɣawla ugar n ussefrek s ufus. D acu kan, imseftiyen n yemdanen ttaken-d s waṭas ahil n tedrimt d ussileɣ n tikli s umata igerrzen ugar. Tazmert yelhan i waṭas n yimseftiyen d aseqdec n AI i ufran n tkebbaniyin taktiyin d yimdanen i uferru n yidrimen istratijiyen.

Acḥal n tɣawsiwin n usefti n AI igerrzen deg 2026?

Idrimen mxallafen aṭas, seg yiḥricen ilelliyen s yisefka yettwaɛeṭṭlen arma d idrimen n tmeẓdit yettwasqedcen s 20 ar 100 n yidularen yal agur. Amur ameqran seg yimesnuzuyen iqeddcen ttwalin iɣawasen n tlemmast n tlemmast ay d-yettakfen asdukkel n yisalan deg wakud n tidet d ussefqed n ugzum d wid ay d-yettawin lfayda tameqrant akk. Imeẓyanen bdan s waṭas s tfelwiyin tilelliyin akken ad sqedcen azal n tmeẓri uqbel asnerni.

Yezmer wid yebdan ad sqedcen s tɣawla allalen n usnefli n tɣawsiwin n AI?

Ih, tiẓegwa timaynutin ttwaxedment s yiḍebsiyen n tmeẓdit sfehmen i d-yessuqlen iferdisen ixuṣṣen s tmeẓdiyin ibanen n ussiɣ, n ussiɣ, neɣ n uḥbas. Imeẓyanen sfaydin aṭas seg wallalen i d-yesfehmen ssebba yellan deffir yal asenqed, ttɛawanen-ten ad lemden dinamika n ssuq deg wakud aydeg ttgen aṭumatik lecɣal n usnefli n uswir.

Ma yella ttḥessiben-d yiḥezziben n AI iɣeblan n ssuq s tɣawla am win ay d-yettwaḥesben i tgara n 2026?

Amur ameqran seg yimukan n AI sdukklen-d iberdan n tmuɣliwin n umezruy d yimeẓla n tdamsa tamakrut akken ad sbedden iswiren n tḥila s wudem awurman. Ma yella ur zmiren ara ad d-smektin akud n tmeskanin s tɣawla, ttgen-d s waṭas lbeɛd n tmerniwt n tɣawsiwin n tɣellist (amn) mi ara nnernin yidrimen n tbankiwin n tbankiwin neɣ ssuma n upiṭrul ad tuɣal ur tettkemmil ara, am wakken ay d-yettwaẓer deg yimukan n ssuq ay d-yellan seg melmi kan deg Ctembeṛ n 2026.

Anwi igzumen ay yesfaydin aṭas seg uselmed n tkebbaniyin ay d-yettwasbedden s AI?

Igzumen n tɣawsiwin n tɣawsiwin am teknoloji, tadawsa, d tezmert sfaydin aṭas seg tazzla n AI. Igzumen-a ttqadaren s tɣawla tikliwin n yisalan, isalan n tkerrazt, d tedyanin n tgemmi tasertant. Allalen n AI zemren ad sqedcen tiwsiwin-a s tɣawla ugar n yimdanen, dɣa aya yettaǧǧa asenqes deg wakud deg yiḥricen am yiḥricen n tmeẓdiyin neɣ tikebbaniyin n tbiyutkuṛt.

Allalen ay sseqdacen yimesnallunen (profs) i lmend n unadi ɣef yiḥricenImeslayen-nneɣ ay d-nefren s ufus, iferdisen n tmeẓdiyin d yiferdisen n yisefka i lmend n ussebded n tektiwin-a akken ad xedmen. (Kra n yisɣan d isɣan n uẓeṭṭa.)Ẓer allalen yettwassumren ›
Ugar seg texxamt-nneɣ n yisallen

Ilaq ad t-id-nemmekti. models i yiswiyen n ussegmi d usmel kan. MAČČI d lewṣayat n tedrimt, n usefti neɣ n tnezzuyt. Ineḍruyen zemren ad ilin d iɣewwaɣen. Egg dima tazrawt-ik s timmad-ik u steqsi yiwen n umcawar n tedrimt yesɛan ttesriḥ uqbel ad tḍefreḍ leqrar n usefti. Assefti yesɛa axessar, gar-asen axessar n tbanka ay izemren ad d-tili.

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Tasnayt: Isenfal n isehnan n AI ttawin-d talɣut kan, ur d-qqaren ara ameslay n tedrimt. Aḍris n uẓri ur yeqqin ara i yigmaḍ n lwaqt. Ssned s tmeslayt-k s tufat, ssewḥed akked yiwen n umeslay n tedrimt n lqayed qbel n tteḥdid n tneflit. Tneflit tesɛa aḍris, akked tḍeyyeɛ n wazal.