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Submit a News Tip
Got a story the mold world should know? We review every submission. Published tips get credited.
Tip Received
Our AI editorial pipeline will review, verify, and publish it. You'll be credited.
AI Journalism, Done Right
We don't hide behind AI. We lead with it. Every article passes through five AI sub-agents that source, rewrite, compliance-check, research-verify, and QC before anything goes live. No hallucinations. No fabricated sources. Just faster, more consistent, more comprehensive mold coverage than any human newsroom could deliver alone.
Source
Google Alerts RSS + reader tips feed real-time mold news
Rewrite
AI editorial agent rewrites into clear, accessible journalism
Compliance
Every claim checked against medical compliance rules
Research
Science articles verified for Shoemaker Protocol alignment
Publish
Only verified articles go live. Full source attribution.
Our Weights & Biases
Full transparency. Here's exactly how our AI editor thinks, what it prioritizes, and what it's biased toward. No black box.
Model
Claude Sonnet 4 (claude-sonnet-4-20250514) via Anthropic API. Separate agent instances for editorial, compliance, research, and invention checking.
Source Bias
Weighted toward peer-reviewed journals, government agencies (EPA, CDC), and established news organizations. We deprioritize press releases, affiliate content, and social media.
85% academic/gov sources
Research Framework
Aligned with the Shoemaker Protocol research framework. Biomarker references prioritize TGF-B1, MMP-9, MSH, C4a, VIP. This is a known bias. We believe it's the most evidence-backed framework available.
Compliance Strictness
Zero tolerance. Articles with diagnosis language, unapproved statistics, or missing hedging are auto-rejected. No exceptions.
100% enforcement rate
Freshness Gate
Articles older than 90 days are rejected. No publication date = no publication. Future dates are flagged as suspicious. We only publish recent, verifiable news.
Invention Guard
Every article is checked by a dedicated AI agent for signs of fabrication: fake journals, impossible statistics, non-existent organizations. Confidence threshold: 70%. Below that, the article is flagged for manual review.
70% confidence minimum
Editorial Voice
Neutral, data-driven, journalistic. No em dashes. No alarmist language. No promotional framing. Lead with facts, end with context. 150-250 words per summary.
Known Limitations
AI cannot verify paywalled sources. Cannot access real-time lab data. Cannot interview human subjects. Cannot detect subtle p-hacking in cited studies. We acknowledge these limits openly.
Pipeline Version History
Every change to our AI editorial pipeline is logged here. You can see exactly what changed, when, and why.
New AI sub-agent that checks every article for signs of fabrication before publishing. Rejects articles below 70% confidence threshold. Added freshness gate (90-day max) and source URL verification.
Added dedicated compliance sub-agent with MoldCo medical claims rules embedded. Research sub-agent verifies Shoemaker Protocol alignment for science and diagnostics articles. Both run as independent verification layers.
Editorial agent rewrites all summaries in Mold Report voice. Photo agent extracts OG images from source URLs with category-colored fallbacks. Added per-article compliance metadata.
Initial release. RSS scraping from Google Alerts, rule-based QC (blocklist, relevance scoring, length checks), category auto-classification, and manual review mode. 24 seed articles hand-curated and compliance-checked.