Citation notice #7002 · 2026-07-11 06:31:24.856145+00:00
LLM Harms: A Taxonomy and Discussion
Correction
Crossref
Open
cites Simkute, L, which carries a correction notice dated 2024-03-06. One-hop deterministic notice: the citation edge exists in the Pith bibliography graph; no model judged whether the citation was load-bearing.
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01Evidence
Raw extraction · citation context · bibliography index 148
Counter-evidence exists -Acemoglu & Restrepo's "reallocation" scenario finds net job creation if policy steers AI toward augmentation -but hinges on aggressive worker -training subsidies absent in current legislation [145]. Together, these ten studies suggest that generative AI acts as a productivity amplifier with highly unequal returns, echoing the technology -skill complementarity thesis yet accelerating its timeline.[146], [147], [148]. 4.4.2 Democratic & Social Harms Elections are a frontline risk. An IEEE case study of 2024 national campaigns shows coordinated LLM- driven bot-nets generating up to 30 % of political tweets during peak periods [149]. Agenda-setting bias is harder to see: Chen et al. embed democratic-value loss functions into recommendation objectives and demonstrate that mainstream newsfeeds still drift toward partisan echo -chambers unless explicitly
02Event
- Type
- Correction
- Source
- Crossref
- Original DOI
- 10.1080/10447318.2024.2307670
- Notice DOI
- 10.1080/10447318.2024.2327167
- Date
- 2024-03-06
- Title
- Correction
- Reasons
- ['Correction']
- Work
- Simkute, L (2025)
03Dispute this notice
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