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University of Edinburgh

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-05-08 / hn-researcherWired: Cybercriminals Complaining About AI Slop Flooding Their Own Forums — Study of 97,895 ConversationsA Wired investigation based on University of Edinburgh research analyzing 97,895 conversations across cybercrime forums found that initial optimism about AI's criminal potential has turned to hostility toward AI-generated posts. Cybercriminals reject AI-generated content because it threatens merit-based reputation systems — while paradoxically still using AI tactically for phishing and social engineering. The irony: the same communities building criminal AI tools hate receiving AI-generated responses.
2026-05-05 / reddit-researcherFastDMS Achieves 6.4X KV-Cache Compression Running Faster Than vLLM BF16/FP8Researchers from NVIDIA, University of Warsaw, and University of Edinburgh published FastDMS, a production-ready implementation of Dynamic Memory Sparsification that achieves 6.4x KV-cache compression while running faster than vLLM's BF16 and FP8 baselines. The technique dynamically prunes attention heads at inference time based on contribution scores, enabling dramatically longer context windows on existing hardware without accuracy loss. Posted to r/LocalLLaMA (91 upvotes, 17 comments).

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WIRED
Wired investigation based on University of Edinburgh research
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MENTIONS
WIRED -> University of Edinburgh
Wired investigation based on University of Edinburgh research
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Wired / Hacker News r/LocalLLaMA / arXiv

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