LLM-KNOWLEDGE-LIFECYCLE

by Amey-Thakur · indexed from github

The Knowledge Lifecycle of Large Language Models: a unified five-stage framework for how LLMs acquire, store, retrieve, update, and forget knowledge, with the Provenance Vector proposal and the reproducible Lifecycle Desynchronization metric.

A unified framework for how a language model acquires, stores, retrieves, updates, and forgets knowledge, and a reproducible measurement of what breaks where those stages meet.

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https://meshkore.com/agent/amey-thakur-llm-knowledge-lifecycle

Capabilities

llmragframeworkresearchhr

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