What is Robustness? Definition | AI Understanding

Incazelo

Ikhono lemodeli lokugcina ukusebenza ngaphansi komsindo, amashifu, noma okokufaka okuphikisayo.

Imigomo ehlobene

Iqembu Elibomvu

Ukuhlola ingcindezi isistimu ye-AI eneziyalezo eziphikisanayo ukuze kudalule ukwehluleka nobungozi.

Ukuhlolwa okujwayelekile noma isethi yedatha esetshenziselwa ukukala nokuqhathanisa ukusebenza kwemodeli.

Ushintsho kudatha yokufaka yomhlaba wangempela ngokuhamba kwesikhathi okungase kwehlise izinga lokusebenza kwemodeli.

Imodeli Yokusabalalisa

Isakhiwo esikhiqizayo esifunda ukuhlehlisa umsindo ukuze sihlanganise izithombe, umsindo, noma okunye okuqukethwe.

Ukuhlanganisa izibikezelo ezivela kumamodeli amaningi ukuthuthukisa ukuqina noma ukunemba.

I-GAN (Generative Adversarial Network)

Isethaphu ekhiqizayo lapho ijeneretha nombandlululi baqeqeshana.

Funda kabanzi kumhlahlandlela wethu wamahhala

Adversarial Examples and Robustness

Bhekafuthi

Reward Model Safety Filter Retrieval Scaling Law Reinforcement Learning from Human Feedback (RLHF)Semantic Search Reinforcement Learning Self-Supervised Learning

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