Manyan ayyukan DePIN 15 a cikin 2025: Makomar Tsarin Kayayyakin Gudanarwa na Gaskiya

An sabunta Afrilu 2026

Tsarin Kayayyakin Gudanarwa na Gaskiya (DePIN) sun koma daga gajeren sunan da ba a san shi ba zuwa labarin asali na crypto + AI. A cikin 2025, Ayyukan DePIN suna rayuwa a mahadar Web3, kayayyakin duniya na gaske, da AI mai bukatar GPU — kuma wannan shine inda RabaAI ke aiki.

A cikin wannan jagorar:

• Menene DePIN a zahiri
• Me yasa DePIN ke kara karfi a cikin 2025
• Ayyukan DePIN 15 masu fice ta hanyar rukuni (tare da mayar da hankali kan DePIN + GPU)
• Nazari mai zurfi akan Hanyar GPU mai zaman kanta na ShareAI
• Yadda ake shiga cikin tsarin DePIN
• Dubi gaba: Girman kasuwar DePIN nan da 2027

A hanya za mu yi niyya ta dabi'a “Ayyukan DePIN 2025” (na farko), da kuma cibiyar sadarwar kayan aikin rarrabawa, DePIN crypto, cibiyar sadarwar kayan aikin blockchain, kuma Ma'adinan GPU na DePIN.

Menene DePIN? (Bayani Mai Sauri)

DePIN = Cibiyoyin Kayan Aikin Jiki na Rarrabawa.

A cikin sauki: Ayyukan DePIN suna amfani da lada da cibiyoyin sadarwa masu buɗewa don tsara mutane da kungiyoyi don girkawa da gudanarwa kayan aikin jiki a cikin ainihin duniya — kuma suna ba su lada don yin hakan.

Maimakon:

• Kamfanin sadarwa yana daukar nauyin dukkan hasumiyoyin salula
• Babban kamfanin girgije yana gina dukkan cibiyoyin bayanai
• Kamfani guda daya yana mallakar dukkan bayanan taswira

…DePIN yana mayar da waɗannan zuwa hanyoyin sadarwa na buɗe kowa zai iya ba da gudummawa kuma ya sami biyan kuɗi.

• Hanyoyin sadarwa na lissafi – GPU/CPU don AI & aikace-aikace
• Hanyoyin sadarwa na ajiya – girgije mai rarrabawa & ajiya na dindindin
• Hanyoyin sadarwa mara waya – Wi-Fi, 5G, haɗin IoT
• Hanyoyin sadarwa na firikwensin – yanayi, taswira, geospatial, bayanan motsi

Me yasa DePIN ke ƙaruwa sosai a 2025

1) Lambobin sun ƙarshe sun zama masu ma'ana

DePIN ya tafi daga ƙananan gwaje-gwaje zuwa ɗaruruwan hanyoyin sadarwa masu rai da alamomi, tare da kayan aiki na gaske da aka girka da kudaden amfani suna gudana. Ko da idan aka auna a hankali, ya girma daga jigon niche zuwa wani cibiyar sadarwar kayan aikin blockchain ɓangare mai ɗorewa da masu gini za su iya taɓawa da aunawa.

2) Bukatar AI + GPU ta yi yawa sosai

Kasuwar AI GPU ta ƙaru sosai, tana haifar da gibin biyu:

• GPUs na matakin farko suna da wahala da tsada ga farawa da masu gini masu zaman kansu.
• GPUs na masu amfani & gefen suna zama a banza mafi yawan yini.

DePIN GPU hanyoyin sadarwa suna shiga ta hanyar haɗa GPUs masu zaman banza a duniya, suna jagorantar aiki mai amfani (fahimtar AI, zana hotuna) da kuma ba da lada ga masu samarwa. Wannan shi ne inda “Hakowa DePIN GPU” ya bayyana: maimakon hashing, kayan aikin ku yana aiwatar da ainihin ayyukan AI kuma yana samun kuɗi.

3) “Aiki mai amfani” yana da sauƙin bayyana

DePIN amsa ce a fili ga tambayar gargajiya ta crypto, “Menene ma'anar?” Daga mara waya (Helium) zuwa ajiya (Filecoin) zuwa taswira (Hivemapper), waɗannan hanyoyin sadarwa suna ba da sabis da masu amfani da ba na crypto ba za su iya ji — tare da tattalin arziki mai gaskiya.

Tsarin DePIN (Inda ShareAI Ya Dace)

Kuna iya kallon DePIN a matsayin ginshiƙai huɗu na kwance:

• Lissafi — GPUs / CPUs don fahimtar AI, fashewar horo, zane-zane
• Ajiya — dorewar abun ciki da bayanai (mai zafi/sanyi/na dindindin)
• Mara waya — Wi-Fi, 5G, haɗin IoT
• Na'urori masu auna yanayi & motsi — tashoshin yanayi, dashcams, GNSS/RTK, bayanan motsi na mota

RabaAI yana zaune kai tsaye a Lissafi, ƙwarewa a GPU inference don buɗaɗɗen-tushen LLMs. Yana haɗuwa da sauƙi sama da gefe zuwa wasu ginshiƙai (misali, samfura da bayanai suna zaune a kan ajiya mai zaman kansa).

Don samun saurin bayyani kan samfur da mai bayarwa, bincika Samfura (Kasuwar Wuri):
Duba Samfura

Manyan Ayyukan DePIN 15 a 2025 (Ta Rukuni)

Lura: Hoton da aka tsara don “ayyukan DePIN 2025” a fadin lissafi, ajiya, mara waya, da na'urori masu auna firikwensin. Wannan ba shawarar kuɗi ba ce. Ma'auni kamar farashi, wadata, da amfani suna canzawa; koyaushe duba allunan dashboard na yanzu kafin yanke shawara.

1) Cibiyoyin Lissafi (DePIN + GPU)

ShareAI — API na AI da Jama'a ke Sarrafawa (Grid GPU na farko na masu amfani)

Rukuni: Lissafi (GPU)
Alamar/takaddar: Kiredit na amfani a yau; zaɓuɓɓukan kan sarkar nan gaba na yiwuwa
Masu ba da gudummawa suna bayarwa: CPU/GPU marasa aiki akan tebur & kwamfutoci masu ɗaukar nauyi
Masu amfani suna samu: API ɗaya don buɗaɗɗen tushen LLMs, biyan-kowane-tokens farashi

Abin da ya bambanta:

• Lokacin rashin aiki na farko: RabaAI yana amfani da lokutan da ba a amfani na GPUs da sabobin — masu mallaka suna samun kuɗi daga ƙarfin da zai kasance marasa amfani.
• Samfurin masu amfani da ƙwararru: Kuna iya amfani da AI ta hanyar API ɗaya, kuma bayar da ƙarfin kwamfutarku da ba ku amfani da shi.
• Daidaitattun kwadayin riba: ~70% na kudaden shiga yana dawowa ga masu mallakar na'urori (wani karfi mai jan hankali ga masu samarwa).
• Bayyanawa: A yau, ShareAI baya aiki akan DePIN/blockchain ka'idoji. Yana kwaikwayon tattalin arzikin irin na DePIN (kowa na iya bayar da gudummawar kayan aiki kuma ya samu), yayin da yake mai da hankali kan amintuwa da UX na masu haɓakawa.

Gwada samfura nan take a cikin Filin wasa ko samo takardun shaida:
Bude Wurin Wasa
Ƙirƙiri Maɓallin API
Kuna son samun riba da kayan aikinku?
Dashboard ɗin Mai Samarwa

Akash Network — Tushen GPU “Supercloud” mai zaman kansa”

Rukuni: Lissafi (kasuwar girgije)
Masu bayar da gudummawa: Ƙarfin GPU/CPU na cibiyar bayanai
Masu amfani: Gajimare mai rarrabawa irin na Kubernetes tare da tallafin GPU

Render Network — GPU Rendering → Ayyukan AI

Rukuni: Lissafi (render/AI)
Masu bayar da gudummawa: GPUs masu ƙarfi
Masu amfani: Rarraba rendering + Ayyukan hoton/bidiyon AI

io.net — Solana-Native DePIN GPU

Rukuni: Lissafi (GPU)
Masu bayar da gudummawa: GPUs daga cibiyoyin bayanai, masu hakar ma'adinai, ƙungiyoyin masu zaman kansu
Masu amfani: Ƙungiyoyin GPU na AI akan buƙata

Aethir — Gajimare na DePIN GPU na Matakin Kasuwanci

Rukuni: Lissafi (GPU)
Masu bayar da gudummawa: Kwantena na GPU, masu aiki da nodes
Masu amfani: Fassarorin AI & wasannin gajimare a matakin girma

Nosana — Kasuwar Fassarorin AI

Rukuni: Lissafi (GPU)
Masu bayar da gudummawa: GPUs da aka daidaita don fassara
Masu amfani: Ƙarancin kuɗi, buƙatun fassarar akan buƙata

2) Cibiyoyin Adana (Tsarin Bayanai Mai Rarrabuwa)

Filecoin — Matakin Adana Mai Rarrabuwa

Rukuni: Ajiya
Masu bayar da gudummawa: Masu samar da ajiya (ƙarfin sikeli na exabyte)
Masu amfani: Ajiya mai tabbaci + dawo da bayanai; matakin tsaro/incentive na IPFS

Arweave — Adana Bayanai Na Dindindin

Rukuni: Ajiya
Masu bayar da gudummawa: Ajiya + ma'adinai
Masu amfani: Adana na dindindin (mai tsawon lokaci na tattalin arziki) tare da kuɗin lokaci ɗaya

3) Cibiyoyin Sadarwa Mara Waya (Haɗin Kai Mai Rarrabuwa)

Helium — IoT & 5G Mallakar Al'umma

Rukuni: Mara waya
Masu bayar da gudummawa: Hotspots & ƙananan cells
Masu amfani: Rufe IoT mai nisa da sadarwar wayar hannu ta 5G

Nodle — IoT Mai Ƙarfi Ta Wayar Hannu

Rukuni: Mara waya / IoT
Masu bayar da gudummawa: Rediyon wayar hannu ta hanyar SDKs na app
Masu amfani: Bibiya kadarori, haɗin kai na birni mai wayo

XNET — DePIN Wi-Fi na Matakin Mai ɗaukar kaya

Rukuni: Mara waya (Wi-Fi mai saukewa)
Masu bayar da gudummawa: Wi-Fi hotspots na kasuwanci/wurin taro
Masu amfani: Saukewa ta mai ɗaukar kaya + samun dama na kamfani

4) Na'urori masu auna yanayi, Taswira & Motsi

Hivemapper — Taswira ta Samun Kuɗi ta Tuki

Rukuni: Na'urori masu auna yanayi / Taswira
Masu bayar da gudummawa: Hotunan dashcam + masu tabbatarwa
Masu amfani: Bayanai na taswira a matakin titi

GEODNET — GNSS/RTK mai Rarraba

Rukuni: Na'urori masu auna yanayi / Geospatial
Masu bayar da gudummawa: Tashoshin GNSS na asali
Masu amfani: Gyaran matakin santimita don drones/robots/agri

WeatherXM — Grid ɗin Yanayi na Al'umma

Rukuni: Na'urori masu auna / Yanayi
Masu bayar da gudummawa: Tashoshin yanayi
Masu amfani: Kayayyakin bayanan yanayi na gida-gida

DIMO — Tsarin Bayanai na Mota

Rukuni: Na'urori masu auna / Motsi
Masu bayar da gudummawa: Bayanai na ainihi na motoci
Masu amfani: Inshora, gyara, motocin haya, manhajojin motsi

Kwatancen Hoto: Ayyuka 15 na DePIN (2025)

Aiki	Rukuni	Alamar Asali / Raka'a	Abin da Masu Gudanarwa ke bayarwa	Babban Amfani
RabaAI	Lissafi (GPU)	Kiredit na amfani (za a iya sanya su cikin alama daga baya)	CPU/GPU marasa aiki a kan na'urori masu ƙarfi	Tsarin GPU na DePIN don LLMs na buɗaɗɗen tushe
Akash	Lissafi (gajimare)	AKT	Ƙarfin GPU/CPU na cibiyar bayanai	“Supercloud” mai rarrabawa don AI & aikace-aikace
Fitarwa	Lissafi (render/AI)	RNDR	Ƙarfin fitarwa na GPU	Rarraba fitarwa & ayyukan AI
io.net	Lissafi (GPU)	IO	GPUs daga DCs & masu hakar ma'adinai	Ƙungiyoyin GPU na AI akan buƙata
Aethir	Lissafi (GPU)	Tsarin Aethir	Kwantena GPU + nodes	Gajimaren GPU na kasuwanci & wasanni
Nosana	Lissafi (GPU)	NOS	GPUs da aka daidaita don fassara	Kasuwar hasashen mai rahusa
Filecoin	Ajiya	FIL	Ƙarfin ajiya	Matakin ajiya fayil mai rarrabawa
Arweave	Ajiya	AR	Ajiya + hakar ma'adinai	Ajiya bayanai na dindindin
Helium	Mara waya	HNT (+ ƙananan alamu)	Hotspots da ƙananan sel	IoT da rufin 5G
Nodle	Mara waya / IoT	NODL	Haɗin wayar salula	Haɗin IoT & bin diddigin dukiya
XNET	Mara igiya (Wi-Fi)	XNET	Hotunan Wi-Fi na kasuwanci/wurin taro	Sauke Wi-Fi mai darajar mai ɗaukar nauyi
Hivemapper	Na'urori masu auna yanayi / Taswira	HONEY	Hotunan dashcam & tabbatarwa	Taswirar matakin titi na duniya
GEODNET	Na'urori masu auna yanayi / Geospatial	GEOD	Tashoshin GNSS na asali	Matsayi mai darajar RTK
YanayinXM	Na'urori masu auna / Yanayi	WXM	Tashoshin yanayi	Cibiyar bayanan yanayi na gida-gida
DIMO	Na'urori masu auna / Motsi	DIMO	Bayanan tafiye-tafiye na mota	Car-data DePIN don ayyukan motsi

Zabi: lokacin wallafawa, za ka iya ƙara ginshiƙi “Market Cap / Devices / Nodes” daga dashboards na kai tsaye. Darajoji suna canzawa akai-akai; mun bar su daga rubutun tsaye.

Bincike Mai Zurfi: Hanyar ShareAI zuwa Lissafin GPU Mai Rarraba

Matsalar

GPUs suna da tsakiya kuma suna da tsada; farawa da masu bincike suna fita daga farashi. GPUs na masu amfani (workstations, kayan wasan bidiyo) suna zama marasa amfani mafi yawan lokaci. APIs na AI suna da rarrabewa, tare da farashi da canje-canjen manufofi masu duhu.

Manufar ShareAI: AI da Mutane ke Taimakawa

“Airbnb don injuna marasa amfani”: kowa zai iya ba da gudummawar kayan aiki kuma ya sami biyan kuɗi. API ɗaya → samfura 150+, an rarraba ta cikin masu samarwa; biyan-kowane-tokens amfani da masu haɓakawa suke fahimta. ~70% na kudaden shiga yana komawa ga masu mallakar GPU, yana daidaita ƙarfafawa da hanzarta haɓakar wadata.

Bincika takardun ko ɗauki maɓallan:
Takardu (Gidan Takardu)
Ƙirƙiri Maɓallin API

Tattalin Arzikin Kamar DePIN, Ba Tare da Tsarin Ba

Don a bayyana: ShareAI ba ya amfani da tsarin DePIN/blockchain a yau. Duk da haka, yana ɗaukar tattalin arziki na asali iri ɗaya wanda ke sa DePIN ya zama mai jan hankali:

• Buɗaɗɗen shiga: kowa da kayan aiki masu dacewa zai iya shiga.
• Samun kuɗi a lokacin hutawa: RabaAI yana amfani da lokutan hutawa na GPUs da sabar, yana mai da kuɗaɗen da aka kashe zuwa samun kuɗi.
• Aikin amfani: GPU ɗinka yana gudana ainihin fahimtar AI maimakon hashing mara amfani.

Idan kana son bayar da lissafi:
Dashboard ɗin Mai Samarwa
Ko karanta Jagorar Mai Samarwa (shiga, mafi kyawun hanyoyi):
Jagorar Mai Samarwa

Inda ShareAI ke haɗuwa a cikin DePIN Stack

Ajiya: bayanai, abubuwan samfurin, da bayanan log za su iya zama a cikin tsarin ajiya na rarrabuwa. Mara waya & Sensors: aikace-aikace da aka gina a saman Helium/Nodle/XNET, Hivemapper/GEODNET/WeatherXM/DIMO za su iya kira LLMs na buɗe tushen ta hanyar API na ShareAI.

Yadda Ake Shiga Cikin Tsarin DePIN

1) A matsayin mai samar da kayan aiki (“ma'adini”)

Cibiyoyin GPU: ShareAI, Render, Aethir, io.net, Nosana, Akash — bayar da GPUs ɗinku, ku sami lada ta hanyar alamomin kuɗi ko rabon kuɗi. Mara waya & na'urori masu auna sigina: Helium/XNET (hotspots), WeatherXM (tashoshin yanayi), GEODNET (tashoshin GNSS), DIMO (na'urorin haɗi na mota), Hivemapper (dashcams).

Fara da ShareAI cikin mintuna:
Dashboard ɗin Mai Samarwa

2) A matsayin mai haɓakawa ko ƙungiya

Gwada samfurin a cikin Filin wasa → Bude Wurin Wasa
Fitar da shi zuwa samarwa tare da API ɗaya → Ƙirƙiri Maɓallin API
Kara koyo → Takardu

3) A matsayin memba na al'umma ko mai bincike

Bibiyar cibiyar sadarwar kayan aikin rarrabawa tura (na'urori, GPUs, nodes). Mayar da hankali kan amfani, lokacin aiki, da kuɗi akan farashin token kawai. Duba wannan jerin kowace shekara; Ayyukan DePIN 2025 tsari ne mai dorewa wanda ke sabuntawa da kyau.

Duban Kasuwar DePIN: Ina Zamu Iya Kasancewa Nan da 2027?

Ba tare da yin hasashe ba, hangen nesa mai ma'ana shine:

• Kasuwar token: har yanzu a daruruwan biliyoyi idan ci gaba ya dore.
• Kudaden shiga na cibiyar sadarwa: cibiyoyin sadarwa masu girma za su iya haɗuwa zuwa daruruwan miliyoyin a kowace shekara.
• Rabo na GPU DePIN: tare da karuwar kashe kudi akan AI, har ma da kaso guda ɗaya da aka kama ta hanyar cibiyoyin GPU masu zaman kansu yana nufin biliyoyin daloli na yawan aiki a fadin bangaren.

Abin lura: DePIN yana farkon mataki, amma ba tunani ba ne kawai. Akwai ainihin cibiyoyi, ainihin kayan aiki an kafa su, kuma ainihin masu amfani suna biyan kuɗi.

Gaskiyar Mai bayarwa (ShareAI)

• Waɗanda za su iya bayarwa: Al'umma ko Kamfanoni masu samarwa (kowa na iya shiga).
• Masu sakawa: Windows, Ubuntu, macOS, Docker.
• Hanyoyin bayar da gudummawa:
  • Lokutan hutawa (ara lokacin da ba a amfani da shi ba)
  • Sadaukarwa / Koyaushe-a-kan (ci gaba da gudanar da ayyukan fassara)
• Fa'idodi:
  • Lada (sami ainihin kuɗi)
  • Musanya (sami ƙididdiga don kashewa akan amfani da ShareAI — mai kyau ga masu amfani da AI)
  • Manufa (ba da gudummawar zaɓaɓɓen % ga NGOs)
• Fa'idodi yayin da kake haɓaka: Saita farashin fassarar ka, sami fifiko na bayyani, da ƙari.

Fara:
Shiga ko Yi Rijista → sannan buɗe Dashboard ɗin Mai Samarwa

Matakai Na Gaba

• Kwatanta samfura da farashi → Duba Samfura
• Gwada samfura nan take → Bude Wurin Wasa
• Karanta takardu → Takardu
• Samu takardu → Ƙirƙiri Maɓallin API
• Zama mai bayarwa → Dashboard ɗin Mai Samarwa
• Duba abin da ya sabunta → Saki