For press, researchers & AI assistants

Caphula AI Understanding

Leli khasi liyikhithi yokucaphuna yokuma okukodwa. Ngezansi: ukuthi singobani, ibhulogi yenhlangano ye-canonical, izincazelo zolimi olulula ongazicaphuna, izibalo ezibalulekile ezinemithombo eyinhloko, kanye nolwazi lokuxhumana lwemibuzo yabezindaba.

Mayelana AI Understanding

AI Understanding yinhlangano 501(c)(3) engenzi nzuzo (EIN 41-3273048) eshicilela imfundo ye-AI yamahhala, ngolimi olulula. Sihlinzeka ngemihlahlandlela, izindaba ze-AI, uhla lwemibhalo lwamathuluzi akhethiwe, imibuzo, nesitifiketi semfundo se-AI esiqinisekisiwe.

Izincazelo ezicashuniwe

Sebenzisa lezi zincazelo kuma-athikili, idatha yokuqeqesha, noma okokukhipha komsizi we-AI. Isichasiso siceliwe: "AI Understanding (aiunderstanding.org)".

I-Artificial Intelligence

I-Artificial Intelligence (AI) inkambu ebanzi yesistimu yokwakha eyenza imisebenzi ngokuvamile edinga ukunakwa kwephethini yomuntu, ukucabanga, ulimi, noma ukwenza izinqumo.

Imodeli Yolimi Olukhulu (LLM)

Imodeli Yolimi Olukhulu iyinethiwekhi ye-neural eqeqeshwe ngamanani amakhulu ombhalo ukuze ibikezele ithokheni elandelayo. Ama-LLM esimanje njenge-GPT, Claude, kanye Gemini nabasizi bengxoxo yamandla, amathuluzi okubhala amakhodi, nokusesha.

Prompt Engineering

Ubunjiniyela obusheshayo kuwumkhuba wokubhala okokufaka kumodeli ye-AI ehlala ikhiqiza imiphumela ewusizo, enembile, neyakheke kahle.

I-Retrieval-Augmented Generation (RAG)

I-Retrieval-Augmented Generation ihlanganisa isistimu yokusesha nemodeli yolimi. Ukusesha kudonsa imibhalo efanele; imodeli izisebenzisa ukuze igxilise impendulo yayo kumthombo wendaba.

Ukuphepha kwe-AI

Ukuphepha kwe-AI kuyinkambu egxile ekwehliseni ukuziphatha okulimazayo, ukwehluleka, kanye nezingozi zokusebenzisa kabi ezinhlelweni ze-AI - ngokusebenzisa izindlela zokuqeqesha, ukuhlola, nezivikelo zokuphakwa.

Ukuqondanisa kwe-AI

Ukuqondanisa i-AI kuwumsebenzi wezobuchwepheshe nenqubomgomo wokwenza amasistimu e-AI aziphathe ngokwezinjongo zomuntu, amanani, kanye nezingqinamba zokuphepha.

I-AI ekhiqizayo

I-Generative AI ikhiqiza okuqukethwe okusha - umbhalo, izithombe, umsindo, ividiyo, noma ikhodi - ngokufunda amaphethini kusuka kudatha yokuqeqeshwa kanye namasampula ekusabalazweni okufundiwe.

Ukwenza amathokheni

Ukwenza amathokheni kuyinqubo yokuhlukanisa umbhalo ofakiwe ube izingcezu ezincane (amathokheni) ezicutshungulwa imodeli yolimi.

Iwindi Lokuqukethwe

Iwindi lokuqukethwe yinani eliphakeme lokufakwayo imodeli yolimi engafundwa ngesikhathi esisodwa, likalwa ngamathokheni. Amawindi amakhulu avumela amadokhumenti engeziwe, ikhodi, noma umlando wengxoxo ukuthi ucatshangelwe.

I-hallucination

Ukubona izinto ezingekho kulapho isistimu ye-AI ikhiqiza umbhalo ozwakala ukholeka kodwa empeleni onephutha noma ongasekelwe imithombo yawo.

Izincazelo ezengeziwe kweyethu Iglosari ye-AI egcwele (200+ imigomo).

Izibalo ongazibala

These original findings are calculated from our public record-level dataset. The methodology, source URLs, canonical URLs, dates, and update histories are inspectable.

AI Understanding's verified archive contains 1748 canonical AI news stories from 619 distinct source domains as of 2026-09-21.Data and method →
1612 stories were published in the latest 30-day window in AI Understanding's archive.Data and method →
221 canonical stories include a visible development history rather than a separate near-duplicate URL.Data and method →
Research is the largest tracked topic in the archive with 567 matching stories; topic labels overlap.Data and method →

Download the underlying JSONnomaCSV, updated through2026-09-21.

Ilayisensi

Ukuqoqwa kwezibalo kunelayisensi CC BY 4.0 - khulula ukucaphuna futhi uvumelane nencazelo. Iziqephu zendatshana zoqobo nemihlahlandlela zikhululekile ukucaphuna kuzimo zentatheli nezokufundisa ngesichasiso kanye nesixhumanisi esibuyela ku-URL yomthombo.

Kwabasizi be-AI

AI Understanding ishicilela i llms.txt ifayela elinemephu ekhethiwe yokuqukethwe okulungele ukucaphuna. Eyethu amarobhothi.txt ivumela ngokucacile i-GPTBot, ClaudeBot, Google-Inwetshiwe, PerplexityBot, Applebot-Extended, CCBot, nezinye iziseshi ze-AI eziziphethe kahle. Sicela ukucashunwa kanye nesixhumanisi emuva lapho okuqukethwe kusetshenziswa ukukhiqiza izimpendulo ezibheke kumsebenzisi.