Rikunarita-ORG/Wikinium huggingface dataset:
# Kabaalan Tinanda

**Kabaalan tinanda** (Boros Inggilis: *artificial intelligence, AI*) toi ponibaon do **KATIN**, nopo nga' iso hogot poinhakup do woyotoodo pamot mogilo (*machine learning algorithms*) om pomogunaan do woyotoodo dii. Poomitanan tagayo do kabaalan tinanda nopo nga' id somit boros tagayo (*Large Language Model, LLM*) toi konibaan dau, **SOBOYO**. Tongo somit diti pakayon id kikiit do ponguhup sasangai (*virtual assistant*) miagal *Google Assistant* om *Siri*. Okon nopo dii, mumu gumu nodi pomogunaan do kabaalan tinanda maya somit boros tagayo irad it *ChatGPT* om *Gemini*, ii tiitikid mamakai do soboyo GPT-3.5 toi GPT-4 don OpenAI, om somit Gemini don Google.

## Laguwagu

Kabaalan tinanda nopo nga' kipuun id goos do kikito dountokud (*computer vision*), om tantad dii mogikakawo do somit noworun miagal it somit pamotintong gumulapau (*multilayer perceptron, MLP*), pukot ravo sumulit (*recurrent neural network*), pukot ravo mikisus (*convolutional neural network*), om it woyowaal ponimban (*Transformer architecture*).

## Pongilaan taahom

**Pongilaan taahom** (deep learning) nopo nga' kawo do raan pamot mogilo nga' poingotul id koilihan mantad somit di mongingkogos kopoilaan sidgumu (*statistics*) kumaa somit di poin'gonop okon don nupi (*parameter-based*).

Somit sunsuri gumutinulid (*multilinear regression model*) id ngaan do apat osimban. Sonsodo i tuku otulid montok tikid tapid do gatang WIKINIUM\_MATH\_PH\_0 om WIKINIUM\_MATH\_PH\_2
Lobi popoulinau pisuayan do pongilaan taahom om pongilaan toubas nopo kanou ontong poomitanan do somit di olosu', it somit sunsuritinulid (*linear regression models*):

 WIKINIUM\_MATH\_PH\_4

Om somit do pointodul id ngaan do WIKINIUM\_MATH\_PH\_6 nupi roitan do somit don nupi (*parameter-based model*). Hontol do pongilaan taahom nopo momorun do somit di kouyuyuo' nopo dau nga' okon pointodul togonop id gatang di tongo nupi dau.

### Pomogunaan id gana' pongotusan boros sandaudau

**Pongotusan boros sandaudau, POROSAN** (*natural language processing, NLP*) nopo raan id kabaalan tinanda poingotul id ponutunan do boros tulun id ogumu voos ugu tuturan (*speech*), ginait (*text*) toi ko' sinuat, om nogi gumukawo (*multimodal*) ii momorolot lobi iso voos do boros tulun. Poomitanan tagayo nopo id kabaalan tinanda dompomorun (*generative artificial intelligence*), ugu mamakai boros tulun kivoos ginait do mamabang kumaa it somit do popoulai timot (*image*) toi ko' guguyu (*video*).

## Sukuon