Tagged "training-data"
5 articles tagged training-data, 20 February 2026 to 7 June 2026. Newest first.
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SourceHut Disrupted by LLM Training Crawlers: Infrastructure and Data Concerns
SourceHut experienced significant service disruptions caused by aggressive LLM training crawlers, raising critical questions about sustainability and ethics of model training data collection.
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CNN sues Perplexity over alleged AI copyright theft
Major media lawsuit against AI company raises critical questions about training data sourcing, licensing, and legal liability for LLM deployments using web-scraped content.
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Discussion: Including New Mathematical Proofs in LLM Training Data for Rediscovery
A Hacker News discussion explores whether LLMs can rediscover novel mathematical proofs when included in training data, relevant to understanding model capabilities and knowledge synthesis.
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AI Licensing Marketplaces: A Guide for Publishers and Content Creators
Apex Covantage explores the emerging landscape of AI licensing marketplaces, helping publishers understand how to license content for AI model training. Important for understanding the ecosystem supporting local model development.
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Why AI Models Fail at Iterative Reasoning and What Could Fix It
An analysis of fundamental limitations in how local LLMs perform iterative reasoning tasks and proposes solutions applicable to on-device inference and self-hosted deployments.