What is Bias? Definition | AI Understanding

Incazelo

Iphethini engaguquki yephutha noma engalungile kudatha noma imodeli yokuziphatha.

Imigomo ehlobene

I-algorithmic Bias

Ukungalungi okuhleliwe emiphumeleni yamamodeli okubangelwa idatha esontekile, okucatshangwayo, noma ukukhetha kokumodela.

Amasethi wedatha amakhulu kakhulu futhi ayinkimbinkimbi adinga ukugcinwa nokucutshungulwa kwamasu okukala.

Ukuvuza kweBenchmark

Uma izibonelo zokuhlola ibhentshimakhi noma okuhlukile kukhona kudatha yokuqeqeshwa, ukwenyusa ukusebenza okubikiwe.

Ukuphepha kwe-AI

Inkambu egxile ekwehliseni ukuziphatha okulimazayo, ukwehluleka, kanye nezingozi zokusebenzisa kabi ezinhlelweni ze-AI.

I-algorithmic Transparency

Yeka ukuthi kucace kangakanani ukuqonda kwesistimu ye-AI, imithombo yedatha, kanye nemikhawulo kubhalwe phansi futhi kuyaqondakala.

I-Artificial Intelligence (AI)

Inkambu ebanzi yezinhlelo zokwakha ezenza imisebenzi edinga ukunakwa kwephethini, ukucabanga, ulimi, noma ukwenza izinqumo.

Funda kabanzi kumhlahlandlela wethu wamahhala

AI Bias Scheduled Sampling and Exposure Bias ALiBi Position Bias Weights & Biases

Bhekafuthi

Benchmark Baseline Model Black-Box Model Backpropagation Calibration Autonomous System Chain-of-Thought Attention Mechanism

Phequlula Uhla lwamagama olugcwele lwe-AI Hlola yonke imihlahlandlela ye-AI yamahhala