Verified80% confidenceFactExact time
A large model is essentially a probability-based text generator that produces content by predicting the next token.
8
Sources
80%
Confidence
Long-term
Relevance
4/12/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedLarge language models are essentially probability prediction systems based on the Transformer architecture, generating text by predicting the next most likely word.82% similarVerifiedLarge language models are fundamentally performing probabilistic predictions of the next most likely token in a sequence.79% similarUnverifiedAutoregressive models formulate text generation as a chain of conditional probabilities; generating a text of 1,000 tokens requires 1,000 forward inference passes, and the computational load of each inference increases as the context window grows.79% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/35620API
curl https://kongchang.com/api/v1/knowledge/claims/35620MCP
get_claim(id=35620)