12/08/2026
๐ผ๐-๐๐ช ๐ข๐ข๐ฅ ๐ฃ๐ถ๐ถ ๐ถ๐จ๐ถ ๐ง๐ช๐ช๐ค๐ฏ๐ข๐ข๐ฅ๐ข๐บ ๐ฉ๐ข๐ฅ๐ข๐ญ๐ฌ๐ข, ๐ฃ๐ข๐ญ๐ด๐ฆ ๐ข๐ข๐ฅ ๐ฃ๐ถ๐ถ ๐ถ๐จ๐ถ ๐น๐ถ๐ฏ ๐บ๐ข๐ฉ๐ข๐บ ๐ต๐ข๐ข๐ฃ๐ข๐ด๐ฉ๐ข๐ฅ๐ข ๐ธ๐ข๐ญ๐ช. ๐๐ฐ๐ฅ๐ฆ๐ญ ๐ข๐บ๐ข๐ข ๐ฌ๐ถ๐ถ ๐ฒ๐ฐ๐ณ๐ช ๐ฌ๐ข๐ณ๐ข ๐ฃ๐ถ๐ด๐ช๐ฏ๐ฆ๐ด๐ด ๐ฑ๐ญ๐ข๐ฏ, ๐ญ๐ข๐ข๐ฌ๐ช๐ช๐ฏ ๐ฎ๐ข ๐ฒ๐ข๐ข๐ฅ๐ช ๐ฌ๐ข๐ณ๐ฐ ๐ฌ๐ฐ๐ฐ๐ฃ๐ฌ๐ข ๐ฎ๐ช๐ช๐ด๐ฌ๐ข๐จ๐ข ๐ด๐ข๐ข๐ณ๐ข๐ฏ.
Waxana jira xal ama hab lagu hiigsado in awoodan la gaadho waana mawduca aan maqaalkaygan (articale) kaga hadlayo waxana la yidhaa ๐ฉ๐ถ๐๐ถ๐ผ๐ป ๐๐ฎ๐ป๐ด๐๐ฎ๐ด๐ฒ ๐๐ฐ๐๐ถ๐ผ๐ป (๐ฉ๐๐)
๐ฉ๐๐-๐ด๐ si yaroo fudud. Waxaa gala waxa kamaraddu aragto iyo waxa qofku yidhi. Waxaa ka soo baxa ๐บ๐ผ๐๐ผ๐ฟ ๐ฐ๐ผ๐บ๐บ๐ฎ๐ป๐ฑ๐: dhaqaaji xubintan ama h**e u tallaabso. Ma jiraan rules gacan lagu qoray. Modelku wuu eegaa, jumladda wuu fahmaa, wuuna dhaqaaqaa. Marka language model khaldamo, erey ayaa si khaldan loo higgaadiyaa (spelling). Marka ๐ฉ๐๐ khaldamose waxa dhaca dhaqaaq aan haboonayn.
๐ค๐ฎ๐๐ฏ๐๐ฎ ๐ฎ๐ฑ๐ฎ๐ด ๐๐ฎ๐ฎ ๐ฑ๐ฎ๐๐ฎ-๐ฑ๐ฎ, ๐บ๐ฎ ๐ฎ๐ต๐ฎ ๐บ๐ผ๐ฑ๐ฒ๐น๐ธ๐ฎ. Language models waxay internetka ka heleen tiriliyaanno (trillion) erey oo bilaash ah. Robotics-ku xog noocaas ah ma haysto. Ma jiro website bixinaya "sawirka kamaradda 10:03:04 โ dhaqaaji 3 darajo bidix."
Sidaas darteed data-da gacanta ayaa lagu sameeyaa, badanaa ๐๐ฒ๐น๐ฒ๐ผ๐ฝ๐ฒ๐ฟ๐ฎ๐๐ถ๐ผ๐ป. Qof ayaa robotka ku wada ๐ฉ๐ฅ ๐ฐ๐ผ๐ป๐๐ฟ๐ผ๐น๐น๐ฒ๐ฟ ama gacan yar oo leader ah, hawsha si sax ah ayuu u qabtaa, nidaamkuna wax walba wuu duubaa qiyaastii 30 jeer ilbiriqsigii: muuqaallada kamaradda, joint angles iyo action-ka saxda ah ee la qaaday.
Kadib jumlad baa lagu dhejiyaa: "laablaab tuwaalka." Duubistaas waa hal episode (muuqaal). ๐ฉ๐๐ casri ah waxaa lagu tababaraa boqolaal kun oo episode ah. Ururinta data-du waxay noqotay halka caqabad ee dib u dhigtay horumarinta robots-ka, shirkada Apptronik waxay dhistay Robot Park keliya si ay robots ugu wado oo data u ururiso.
๐๐ฒ๐บ๐ถ๐ป๐ถ ๐ฅ๐ผ๐ฏ๐ผ๐๐ถ๐ฐ๐ ๐ฎ. 30-kii July 2026, ๐๐ผ๐ผ๐ด๐น๐ฒ ๐๐ฒ๐ฒ๐ฝ๐ ๐ถ๐ป๐ฑ waxay ku dhawaaqday saddex model: ๐ฉ๐๐ hadda wada humanoid buuxa cagaha ilaa faraha, model embodied reasoning ah oo qorsheeya hawlo tallaabo badan leh, iyo model on-device ah oo robotka gudihiisa ku shaqeeya.
Suasha halkan ka bilaabmataa ee caalamka trend-ka ka noqotay waa "๐ฆ๐ฎ๐ณ๐ฒ๐๐" sidee loo sugi karaa in qalad dhaco, ku darso oo hadda qaladka dhacayaa markan waa move ee maaha spelling-kii aynu soo xusnay, hadi qalad move ahi dhacana wax badan oo qaladamaya ayaa jira, sida in khatar ay gali karto nafaha adeegsanaya robots-kani.
Hadii aad rabto inaad waxuun iska waydisoo sababta safety-ga AI-ga xoog loogu hadal hayo dhawanahan danbe waxan kugula talin lahaa inaad akhrido buuga uu qoray "๐ก๐ถ๐ฐ๐ธ ๐๐ผ๐๐๐ฟ๐ผ๐บ" ee "๐ฆ๐๐ฝ๐ฒ๐ฟ๐๐ป๐๐ฒ๐น๐น๐ถ๐ด๐ฒ๐ป๐ฐ๐ฒ: ๐ฃ๐ฎ๐๐ต๐, ๐ฑ๐ฎ๐ป๐ด๐ฒ๐ฟ๐, ๐๐๐ฟ๐ฎ๐๐ฒ๐ด๐ถ๐ฒ๐" aadbu runtii indhaha iigu furay, hadi kale ood rabto wax kooban madama buugani ka kooban yahay 500 pages, waxad daawan kartaa video-gan: https://youtu.be/MnT1xgZgkpk?si=2gMGx_6bp6a6cdcF
Abdule Y.
