# I-Xiaomi ifake isivivinyo soqeqesho lwe-AI esingu-$1M ekhasini lewebhu elisesidlangalaleni.

Published: 2026-09-17

I-Xiaomi iqeqesha i-MiMo 2.6 esidlangalaleni: i-mimo.xiaomi.com/rl isakaza izilinganiso zomqeqeshi ngokwakhe zamava amabili okufunda okuqinisa — isibali sezindleko esidlule u-$1M, ukuqalisa kabusha okuyisikhombisa emahoreni angama-51, amanothi omsebenzisi anjengokuthi "sisuse idatha ye-cyber njengoba sibone amaphethini amabi kumarekhodi okukhipha", kanye nesikolo se-DeepSWE esikhuphuka bukhoma. Futhi ne-10 BTC ka-Neovim engathintiwe, ikhamera ye-Flock elahliwe ku-Android 8.1, kanye nonyaka ka-Servo wokulondoloza oxhaswe ngeminikelo. Isinqumo: SHIP IT.

Canonical: https://thedailydiff.dev/zu/video/2026-09-17-xiaomi-live-training/

## Lokho okuhlanganiswa yile vidiyo

- I-Xiaomi isakaza ukusebenza kwe-MiMo 2.6 Pro/Flash RL bukhoma: $5.71/s, ukuqalisa kabusha okungu-7, amathokheni angu-30B, i-DeepSWE 58 → 65.8 (ukuhlola kwayo)
- Ikheli elingezansi le-Neovim libamba i-10.89 BTC (≈ $830k); i-10 BTC yafika ngo-March 2023, akukho okushiyile kusukela ngo-2019
- Ikhamera ye-Flock ilahliwe (Wired / 404 Media / Micah Lee): Android 8.1, izinga lesichibiyelo 2018-06-05, Linux 3.18, ukhiye we-API ofakwe kanzima, izimfihlo ze-Auth0 ezisesimweni esicacile
- I-Servo: umgcini oyedwa wesikhathi esiyingxenye oxhaswe ngeminikelo, ama-PR angu-1,150 ahloliwe, abagcini abasha abangu-8, izinkinga zokuqalisa eziyi-114 (ezi-92% zilungisiwe)

## Umbhalo obhaliwe ohunyushwe

Kuhunyushwe kusuka ekulandiseni kokuqala kwesiNgisi. Umsindo namazwibela atholakalayo alawulwa yi-YouTube.

0:00 I-Xiaomi iqeqesha imodeli yayo elandelayo bukhoma ekhasini lewebhu elisesidlangalaleni, leso sibali sayo sifunda isigidi samadola kanye nokuqalisa kabusha okuyisikhombisa. Kule vidiyo: idashibhodi ebukhoma, ukuthi kungani ihlala ihlasela, Inhlanhla ka-Neovim ekhohlakele, ikhamera ye-Flock elahliwe, kanye nonyaka ka-Servo. NguLwesine, u-September 17, futhi lokhu The Daily Diff. I-Xiaomi ivule amarekhodi omqeqeshi we-MiMo 2.6 ku-inthanethi. U-Neovim watshelwa ukuthi ungumnikazi wamakhulu ayisishiyagalombili ezinkulungwane zamadola we-Bitcoin ungakaze uwathinte. Ama-hackers acishe ikhamera ye-Flock futhi afunda i-firmware yayo.

0:27 Futhi u-Servo wabala lokho okwathengwa ngonyaka weminikelo. Ikhasi i-mimo dot xiaomi dot com slash R L: izilinganiso zomqeqeshi ngokwakhe zamava amabili okufunda okuqinisa, i-MiMo 2.6 Pro, imodeli yamapharamitha ayi-trillion enamashumi amane nambili ayi-billion asebenzayo, futhi i-2.6 Flash, encane. Zombili zaqala ngoLwesibili; ngoLwesithathu ebusuku i-Hacker News yayiziphe amaphuzu amane namashumi ayisishiyagalombili, ngaphezu kwamamodeli amaningi athola lapho ekhishwa. Ngaso sonke isinyathelo, ukusebenza kwe-Pro kuhlela cishe izikhuthazi eziyinkulungwane nanhlanu,

0:55 ezingxenye ezimbili kwezintathu zazo zikhodi, kwenza imizamo eyishumi nesithupha ngayinye kuma-sandboxes, ziziklonyelisa, futhi ziqeqeshe ngomphumela, amathokheni ayi-billion amabili nengxenye isinyathelo. Isihloko esikhulu izinga lokuphasa, isabelo semizamo ephumelelayo: amaphesenti angamashumi amahlanu nesithupha esinyathelweni sokuqala, amashumi ayisithupha nanye esinyathelweni seshumi nane, umsindo wemodeli efundayo, noma womdlalo wedayisi obiza kakhulu. Manje ingxenye engekho ibhulogi yokuqalisa engasoze yakukhombisa. Ukusebenza kwe-Pro kuqalise kabusha izikhathi eziyisikhombisa emahoreni angamashumi amahlanu nanye, futhi abasebenzisi bathumela izizathu: inkinga ye-VRAM kwelinye inodi; inkinga yenethiwekhi

1:25 phakathi kweqoqo lokuqeqesha kanye nomklayini; bese-ke, sisuse idatha ye-cyber njengoba sibone amaphethini amabi kumarekhodi okukhipha, umushwana oqotho kunayo yonke owake washicilelwa yinkampani ethengisa imodeli. Ukusebenza kwe-Flash kwabuyiselwa emuva esinyathelweni seshumi nanhlanu ngoba iphutha le-infra kwelinye idatha alibonakalanga amahora amathathu, okuyinkinga ye-intern ezinkampanini eziningi futhi lapha kuyi-changelog entry esesidlangalaleni. Phakathi naleso sikhathi isibali sezindleko siqhubeka e-$5.71 ngomzuzwana, cishe $20,000 ngehora, ngakho-ke konke ukuqalisa kabusha okubuka kuwumuntu

1:56 umholo waminyaka yonke oshabalala bukhoma. Umugqa webhenchmark yiwo okumele uwubheke. I-Xiaomi igcwalisa izikolo ze-DeepSWE ngesandla njengoba kuhlolwa izindawo zokubheka, futhi i-Pro ihambe kusuka ku-58 kuya ku-65.8 ezinyathelweni eziyishumi nanye, eduze kwesihloko samabhodi wabaholi be-coding agent. I-Hacker News yabuza: uma ulinganisa imodeli kubhenchmark ngenkathi uyiqeqesha, akulona yini ukungcola? Ukuvikela: ukuhlolwa kwendawo yokubheka akuyona idatha yokuqeqesha,

2:19 okuqotho, futhi kunjalo nalokho wonke ilabhorethri elikhetha indawo yokubheka ekalwa kakhulu. Ibhenchmark ye-slide-deck, edonswa bukhoma. Ezinye izinto ezimbili. Okungaphansi kuthi i-Open yikho esikwazisayo, kodwa i-akhawunti ka-Xiaomi ngokwayo ayikaze ikukhulume ukusakaza; okuthunyelwe kwayo kwakamuva yi-beta yohlelo lokusebenza lwedeskithophu, ngakho-ke ukuqeqeshwa okusobala kakhulu ku-AI kwatholwa umsebenzisi we-Hacker News kanye nonjiniyela we-Hugging Face. Futhi imodeli ayikakaphumi; abasebenzisi be-MiMo 2.5 Pro yanamuhla bayibiza ngokuthi enhle kakhulu

2:45 inani noma ishesha kodwa iyisimungulu, ngakho-ke ukusakaza kuyisethembiso, hhayi umkhiqizo. Bese kuba yingcebo okungekho muntu oyifunayo. Umsebenzisi we-Hacker News wahlola ikheli le-Bitcoin elikufotho lewebhusayithi ye-Neovim futhi wathola ama-Bitcoin ayishumi afika ngo-March 2023, ebiza ingxenye yesine yesigidi samadola ngaleso sikhathi futhi cishe amakhulu ayisishiyagalombili namashumi amathathu ezinkulungwane namuhla. Akukho okushiyile kuleso sicwase kusukela ngo-October 2019; iminikelo yathuthela ku- Open Collective, okungaphansi akukaze kwenze. Ukukhathazeka okukhulu kwentambo yikhi, hhayi imali: Ngiyethemba basenayo

3:15 ikhi yangasese, inguqulo ye-crypto yokubuza ukuthi ubani onephasiwedi eliyinhloko ngemuva kokuba umsunguli ahambe. Akekho kwa-Neovim ophendule okwamanje, ngakho-ke kungaba yi-hardware isikhwama edroweni, noma isisindo sephepha esixhaswe kahle kakhulu. Manje ikhamera. Iqoqo elibizwa ngokuthi i-stegan0gram lisuse umfundi wezinhlamvu zelayisense ye-Flock esigxotsheni ngaphandle kwe-Milwaukee, lakha isitoreji sayo, futhi lanikeza izahluko ku-DDoSecrets. U-Micah Lee wafunda i-firmware: i-Android 8.1 kusukela ngo-2017, ukuphepha izinga lesichibiyelo kusukela ngo-June 2018, i-Linux 3.18 kernel,

3:45 ihlanganiswe ngo-June 2025. Iminyaka eyisishiyagalombili yokushoda kwezichibiyelo kudivayisi ethatha izithombe zezimoto eziyizinkulungwane ezingamashumi amahlanu ezinsukwini ezimbalwa. Iba ngcono. Amashumi ayishumi nesishiyagalolunye ezinhlelo zokusebenza ezingamashumi amabili ze-Flock zihlanganyela ilabhulali eyodwa enekhi ye-API efakwe kanzima, okuyi-camera ikushintshanisa, ngekheli layo le-MAC, ukuze kube nez credentials ze-Auth0 ezizigcina ngombhalo ocacile esahlukweni esakhiwe ukuze sisinde ekusetheni kabusha kwasefektri. Isahluko semidiya sibethelwe; ikhi ihlala eduze kwayo kufayela.

4:08 I-Flock ithi ayitholanga mbiko ngenqubo yayo yokudalula, okuqotho ngobuchwepheshe, ngoba abacwaningi bayibike ku-inthanethi esikhundleni salokho. Futhi izindaba ezinhle, ezincane ngenhloso. NgoSuku oludlule u-Servo, injini yesiphequluli se-Rust, wasebenzisa iminikelo yakhe yenyanga ukukhokha oyedwa umgcini wesikhathi eside, u-Josh Bowman-Matthews, isikhathi esiyingxenye. Umebiko wakhe wamakhadi: izinkulungwane eziyishumi nanye namashumi amahlanu izicelo zokudonsa ezihlolwe, abagcini abasha abayisishiyagalombili, izinkinga zokuqalisa eziyikhulu neshumi nane, amaphesenti angamashumi ayisishiyagalolunye nambili alungisiwe ngabafikayo.

4:37 Lokho yikho ambalwa izinkulungwane zamadola ngenyanga okuthengayo lapho umuntu ekhumbula ukusebenzisa yona, okuyinto, ngemuva kwe-Neovim, okuyiphawu elibukhali. Uma ukhetha ukukufunda lokhu kunokuba ungizwe ngisho, i-diff ifika ebhokisini lakho leposi njalo ekuseni — mahhala ku-the daily diff dot dev, isixhumanisi ngezansi. Ngakho — isinqumo sanamuhla: SHIP IT. Ukuqalisa kabusha okuyisikhombisa okusesidlangalaleni kanye nenothi elithi sithole amaphethini amabi futhi sakhipha i- idatha kubaluleke kakhulu kuno- noma iyiphi ibhulogi yokuqalisa, noma ngabe ibhenchmark ekhasini isasekhona eklasini labantu

5:05 ukuqeqesha imodeli. Bhalisa, shaya insimbi, futhi ungitshele kumazwana uma ubungayishaya ngendlela ehlukile. Futhi lokho yiyona i-diff yanamuhla. Ngingu-Niko wase-Axrisi. Hlanganisa ngokuzibophezela.

## Imithombo

- [mimo-v2.6 RL live dashboard](https://mimo.xiaomi.com/rl/) — mimo.xiaomi.com
- [HN: Xiaomi Mimo 2.6 live post-training dashboard](https://news.ycombinator.com/item?id=49732270) — news.ycombinator.com
- [MiMo-V2.5-Pro (1.02T params, MIT)](https://huggingface.co/XiaomiMiMo/MiMo-V2.5-Pro) — huggingface.co
- [MiMo-V2.5 API price cut (May 2026)](https://platform.xiaomimimo.com/docs/en-US/news/v2.5-price-update) — platform.xiaomimimo.com
- [HN: Neovim's ~$800k Bitcoin donation](https://news.ycombinator.com/item?id=49738879) — news.ycombinator.com
- [The address, on mempool.space](https://mempool.space/address/1Evu6wPrzjsjrNPdCYbHy3HT6ry2EzXFyQ) — mempool.space
- [Wired: Hackers Got Inside a Flock Camera](https://www.wired.com/story/hackers-flock-camera-data-shows-how-system-works/) — www.wired.com
- [Micah Lee: Flock cameras are riddled with security vulnerabilities and hard-coded credentials](https://micahflee.com/flock-cameras-are-riddled-with-security-vulnerabilities-and-hard-coded-credentials/) — micahflee.com
- [HN: Flock camera](https://news.ycombinator.com/item?id=49726586) — news.ycombinator.com
- [Servo: One Year of Sponsored Servo Development](https://servo.org/blog/2026/09/15/one-year-of-sponsorship/) — servo.org
- [HN: Servo](https://news.ycombinator.com/item?id=49737849) — news.ycombinator.com