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Deutsch(DE) @ northbound Well, well, but ... LLMs beruhen auf einem Textkorpus. Sie extrahieren den Mittelwert dessen, was bisher zu bestimmten Themen formuliert wurde und

LLMs derive average of existing knowledge from text corpora

By PulseAugur Editorial · [1 sources] ·

Large Language Models (LLMs) are built upon vast text corpora, from which they derive the average of previously formulated ideas on specific subjects. This process means LLMs inherently reflect existing knowledge and may not introduce novel concepts. AI

IMPACT LLMs' reliance on existing text corpora means they primarily synthesize and average existing information, rather than generating truly novel concepts.

RANK_REASON The item discusses the fundamental nature of LLMs and their reliance on training data, which is a commentary on their capabilities.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

LLMs derive average of existing knowledge from text corpora

How we ranked this

Signal score
5 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
The item discusses the fundamental nature of LLMs and their reliance on training data, which is a commentary on their capabilities.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Mastodon — mastodon.social TIER_1 Deutsch(DE) · [email protected] ·

    @ northbound Well, well, but ... LLMs are based on a text corpus. They extract the mean of what has been formulated on certain topics so far and

    @ northbound Well, well, but ... LLMs beruhen auf einem Textkorpus. Sie extrahieren den Mittelwert dessen, was bisher zu bestimmten Themen formuliert wurde und regelmäßig in bestimmten Kontexten auftrat. Als professionell mit Sprache arbeitende Akademikerin habe ich schon vor den…

    LINKS norden.social/@northbound

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