Coin.AI: Tsarin Bincike Mai Zurfi na Raba-rabu na Tushen Blockchain tare da Tabbacin Aiki Mai Amfani

Teburin Abubuwan Ciki

• 1. Gabatarwa
• 2. Bayanan Baya da Dalili
  • 2.1 Iyakokin Tabbacin Aiki na Al'ada
  • 2.2 Damuwar Amfani da Makamashi
• 3. Tsarin Tsarin Coin.AI
  • 3.1 Tsarin Tabbacin Aiki Mai Amfani
  • 3.2 Tsarin Tabbacin Ajiya
  • 3.3 Yarjejeniyar Tabbaci
• 4. Aiwar Fasaha
  • 4.1 Tsarin Lissafi
  • 4.2 Maƙallan Aiki
  • 4.3 Tabbacin Ƙira
• 5. Sakamakon Gwaji
• 6. Tsarin Bincike
• 7. Ayyukan Gaba
• 8. Nassoshi

1. Gabatarwa

Coin.AI tana wakiltar sauyin tsari a fasahar blockchain ta hanyar maye gurbin tabbacin aiki na sirri na al'ada da aikin lissafi mai amfani a cikin nau'in horar da ƙirar bincike mai zurfi. Wannan sabuwar hanya tana magance matsalar ɓarnar makamashi mai mahimmanci a cikin kuɗaɗen dijital yayin da take haɓaka iyawar sarrafa hankali ta hanyar lissafi na raba-rabu.

2. Bayanan Baya da Dalili

Yanayin kuɗin dijital na yanzu ya mamaye tsare-tsaren tabbacin aiki masu cinye makamashi waɗanda ba su da wata manufa fiye da tsare hanyar sadarwa. Amfani da makamashi na shekara-shekara na Bitcoin ya fi na ƙasashe da yawa, yana haifar da damuwar muhalli ba tare da samar da wata fa'ida ta kimiyya ko zamantakewa ba.

2.1 Iyakokin Tabbacin Aiki na Al'ada

Tabbacin aiki na al'ada yana buƙatar masu haƙo ma'adinai su warware wasanin sirri ta hanyar lissafi mai ƙarfi. Wahalar tana daidaitawa don kiyaye ƙimar samarwa ta toshe, wanda ke haifar da ƙarin buƙatun makamashi yayin da ƙarin masu haƙo ma'adinai suka shiga hanyar sadarwa.

2.2 Damuwar Amfani da Makamashi

Haƙon ma'adinan Bitcoin a halin yanzu yana cinye kimanin Awowi 110 a kowace shekara—fiye da yawan amfani da makamashi na Netherlands gaba ɗaya. Wannan babban kasafin kuɗin makamashi baya samar da wani sakamako mai amfani bayan tsaron hanyar sadarwa.

3. Tsarin Tsarin Coin.AI

Tsarin Coin.AI yana sake tunanin haƙon ma'adinan blockchain a matsayin dandamali na bincike mai zurfi na raba-rabu inda albarkatun lissafi ke ba da gudummawa ga warware matsalolin AI masu ma'ana maimakon ɓata makamashi akan wasanin sirri.

3.1 Tsarin Tabbacin Aiki Mai Amfani

Masu haƙo ma'adinai suna horar da ƙirar bincike mai zurfi akan ƙayyadaddun bayanai, kuma ana samar da tubalan kawai lokacin da aikin ƙira ya wuce ƙayyadaddun maƙalla. Wannan yana tabbatar da cewa duk aikin lissafi yana samar da ƙirar AI masu mahimmanci.

3.2 Tsarin Tabbacin Ajiya

Tsarin ya ƙunshi ingantaccen tsarin tabbacin ajiya wanda ke ba wa mahalarta lada don samar da ƙarar ajiya don ƙirar da aka horar, yana ƙirƙirar cikakkiyar yanayin muhalli don AI na raba-rabu.

3.3 Yarjejeniyar Tabbaci

Nodes na hanyar sadarwa na iya tabbatar da ingancin ƙirar da aka gabatar yadda ya kamata ba tare da sake horarwa ba, suna tabbatar da ingancin tabbacin aiki mai amfani yayin kiyaye tsaron blockchain.

4. Aiwar Fasaha

Yarjejeniyar Coin.AI tana haɗa horon bincike mai zurfi kai tsaye cikin tsarin yarjejeniya na blockchain, yana ƙirƙirar alaƙar haɗin gwiwa tsakanin haƙon ma'adinan kuɗin dijital da haɓakar AI.

4.1 Tsarin Lissafi

Ana tsara tsarin haƙon ma'adinai a matsayin matsalar ingantawa inda masu haƙo ma'adinai ke ƙoƙarin rage aikin asara $L(\theta)$ na hanyar sadarwar jijiyoyi wanda aka ƙayyade ta hanyar ma'auni $\theta$. Ana haƙo toshe lokacin:

$$L(\theta) < L_{threshold}$$

Wahalar haƙon ma'adinai tana daidaitawa ta hanyar gyara $L_{threshold}$ dangane da ƙarfin lissafi na hanyar sadarwa, kama da daidaitawar wahalar Bitcoin amma ana amfani da shi ga aikin ƙira.

4.2 Maƙallan Aiki

Ana daidaita maƙallan aiki bisa ga rikitaccen bayanai da iyawar hanyar sadarwa na yanzu. Don ayyukan rarraba hoto, ana iya bayyana maƙalla dangane da daidaito:

$$Accuracy_{model} > Accuracy_{base} + \Delta_{difficulty}$$

4.3 Tabbacin Ƙira

Nodes na tabbaci suna tabbatar da ƙirar da aka gabatar ta amfani da ƙayyadaddun gwajin da aka keɓe, suna tabbatar da cewa ma'aunin aikin da aka bayar daidai ne. Tsarin tabbaci yana da arha a lissafi idan aka kwatanta da horo, yana hana tabbaci zama cikas.

5. Sakamakon Gwaji

Tsarin ka'ida ya nuna cewa bincike mai zurfi na raba-rabu ta hanyar haƙon ma'adinan blockchain zai iya cimma aikin ƙira kwatankwacin hanyoyin tarayya yayin samar da lada na kuɗin dijital. Simintin farko ya nuna cewa hanyoyin sadarwa na masu haƙo ma'adinai na iya haɗin gwiwa horar da rikitattun ƙira a cikin bayanai na raba-rabu.

6. Tsarin Bincike

7. Ayyukan Gaba

Tsarin Coin.AI yana da tasiri fiye da kuɗin dijital, mai yuwuwar kawo sauyi ga yadda ake raba albarkatun lissafi don binciken kimiyya. Ci gaba na gaba zai iya haɗawa da:

• Haƙon ma'adinan binciken likitanci: Horar da ƙira don gano cuta da gano magani
• Ƙirar yanayi: Horar da raba-rabu na rikitattun ƙirar hasashen yanayi
• Gano kimiyya: Amfani da gasar haƙon ma'adinai don warware buɗaɗɗun matsaloli a kimiyyar lissafi da sinadarai
• Kasuwannin AI na rarraba: Inda ƙirar da aka horar su zama kadarorin kasuwanci

8. Nassoshi

1. Nakamoto, S. (2008). Bitcoin: Tsarin Kuɗin Lantarki na Peer-to-Peer.
2. Buterin, V. (2013). Takardar Fari na Ethereum: Dandamalin Yarjejeniya Mai Hikima na Gaba da Dandamalin Aikace-aikacen Rarraba.
3. Zhu, J. Y., Park, T., Isola, P., & Efros, A. A. (2017). Fassarar Hotuna-zuwa-Hotuna mara Biyu ta amfani da Cibiyoyin Sabanin Sabanin Zagayowar. Taron Kasa da Kasa na Kwamfuta na Gani (ICCV).
4. Baldominos, A., & Saez, Y. (2019). Coin.AI: Tsarin Tabbacin Aiki Mai Amfani don Bincike Mai Zurfi na Raba-rabu na Tushen Blockchain. Entropy, 21(8), 723.
5. Fihirisar Amfani da Wutar Lantarki ta Cambridge Bitcoin. (2023). Cibiyar Kuɗi ta Cambridge.
6. VISA Inc. (2023). Al'amuran Ma'amaloli.
7. King, S., & Nadal, S. (2012). PPCoin: Kuɗin Dijital na Peer-to-Peer tare da Tabbacin Hannun Jari.
8. LeCun, Y., Bengio, Y., & Hinton, G. (2015). Bincike mai zurfi. Nature, 521(7553), 436-444.