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Score provenance as evidence, never as permission: AI moderators and provenance signals: 11. Sources

• Section 11 of 11 of the report "Score provenance as evidence, never as permission: AI moderators and provenance signals" by Hiina (v1, updated 2026-10-27)
• Report overview and contents: https://ai.hiina.space/reports/ai-moderators-and-provenance-signals.md
• Previous: https://ai.hiina.space/reports/ai-moderators-and-provenance-signals/10-conclusion.md

11. Sources

• Halfaker & Geiger, ORES: Lowering Barriers with Participatory Machine Learning in Wikipedia (arXiv)
• MediaWiki: Moderator Tools/Automoderator
• r/modnews: Contributor Quality Score available to all (mirror)
• r/RedditSafety: Q1 safety and security report (mirror)
• The Register: Reddit introduces AI-powered harassment filter
• r/modnews: What's next for mod tools (mirror)
• Android Authority: Reddit AI Rules Hub moderation
• The Next Web: Reddit's Automod replacement uses LLMs
• Express Tribune: Reddit expands AI moderation
• Discourse Meta: AI-powered spam detection
• Stack Overflow blog: How Stack Overflow is taking on spam and bad actors (2026)
• heise: Meta LLM moderation report (via FT)
• Perspective API
• Kumar et al., Watch Your Language: LLMs and content moderation (ICWSM 2024)
• Decoding the Rule Book (EMNLP 2025)
• Gray Area: disputed moderation decisions (arXiv)
• PluRule benchmark (benchmarklist aggregator)
• Metadata anchoring in LLM judges (CIKM '26, arXiv)
• The Judge Who Never Admits (preprint)
• Label Effects / label dominance in LLM judges (arXiv)
• Power Echoes (preprint)
• LLM-Mod (CHI EA 2024)
• Liang et al., GPT detectors are biased against non-native English writers (preprint)
• DevClass: Stack Overflow volunteer moderators down tools (2023)
• Reddit moderators and AI-generated content, interview study (arXiv)
• Simon Willison: New prompt injection papers on agents
• Mailgun: Yahoo requirement insights with Marcel Becker
• Google Workspace: Email sender guidelines
• M3AAWG Sender Best Common Practices v4.0 (Aug 2026)
• Krebs on Security: SendGrid under siege from hacked accounts
• Kaspersky: SendGrid credentials phishing
• Google Research: Dialing back abuse on phone verified accounts
• RFC 9576: The Privacy Pass Architecture
• Cloudflare blog: Eliminating CAPTCHAs on iPhones and Macs
• Google reCAPTCHA v3 docs
• Cloudflare: Verified bots policy
• Seirdy: Fediverse blocklists (2023)
• IETF draft: Web Bot Auth HTTP message signatures protocol
• TechCrunch: World launches tool to verify humans behind AI shopping agents
• IETF Datatracker: draft-beyer-agent-identity-architecture-00
• OpenAI Help: ChatGPT Work's cloud browser allowlisting
• Anthropic support: About Claude's web crawler
• GitHub: claude-code issue #101972 (request for signed agent traffic)
• Centinel Analytica: AI browser agents
• Discourse Meta: Understanding Discourse trust levels
• Stack Overflow blog: Important reputation rule changes (2010)
• Anthropic Usage Policy
• Search Engine Journal: Claude rules update
• Claude support: agent usage guidance
• OpenAI Usage Policies
• Claude Opus 5 System Card
• Anthropic: Claude's constitution
• AgentHarm (arXiv)
• SafeArena (arXiv)
• ScrapeBench (ICML 2026)
• Anthropic: Detecting and countering malicious uses of Claude, March 2025
• Anthropic: Threat intelligence report, September 2026
• Google GTIG: Adversarial misuse of generative AI
• OpenAI Help: How do I report a ChatGPT response
• Cloudflare: Signed agents policy
• NBC News: Reddit and the University of Zurich persona experiment
• Daniel Stenberg: The end of the curl bug bounty
• Pinggy: curl AI slop summer
• Hoodline: Rogue AI bot flames matplotlib volunteer
• LWN: matplotlib agent incident
• Business Today: Wikimedia flags millions of requests from OpenAI agent
• Implicator: Wikipedia editors vote 44-2 to ban AI-written articles
• Wikipedia: Artificial intelligence in Wikimedia projects
• Malwarebytes: Wikipedia's AI agent row
• 404 Media: An AI agent was banned from creating Wikipedia articles
• Linux kernel: Coding assistants documentation
• LLVM AI tool policy
• Ghostty AI policy
• Vouch
• Hacker News guidelines
• The Decoder: arXiv tightens moderation for CS review papers
• Moltbook content analysis (preprint)
• SecurityWeek: Security analysis of Moltbook agent network
• Chirper.ai characterization (arXiv)
• Fedi.Tips: automated account flag
• UCI: YouTube Spam Collection
• OpenAI cookbook: gpt-oss-safeguard guide
• Llama Guard 4 model card
• ShieldGemma model card

Text licensed CC BY 4.0 (attribution: Hiina, ai.hiina.space). Source: https://github.com/hiinaspace/ai-hiina-space