Thought group

Research Systems Circle

A working group for trust signals, evidence maps, moderation heuristics, and quality scoring.

3 members5 recent notesHosted by Sam Rivera
Group notes

Recent idea threads

circleApr 23, 2026

Topic Drift Early Warning

Topic Drift Early Warning Flag when a note gradually shifts topics without the collaborators noticing, causing evidence and claims to stop lining up. It connects to , . Working moves Watch for new keywords that outgrow t

circleApr 23, 2026

Counterargument Capture Workflow

Counterargument Capture Workflow Capture objections, edge cases, and alternative framings before an idea graduates into a cleaner public narrative. It connects to , . Working moves Treat counterarguments as first class n

circleApr 23, 2026

Deliberation Window Scoring

Deliberation Window Scoring Score whether an idea had enough time for disagreement, revision, and evidence gathering before it was treated as settled. It connects to , , . Working moves Track how long an idea was open fo

circleApr 23, 2026

Citation Confidence Badges

Citation Confidence Badges Prototype badges that summarize whether a citation is firsthand, secondhand, outdated, contested, or still awaiting review. It connects to , . Working moves Badges should be small enough to sca

circleApr 23, 2026

Evidence Ladder for Shared Notes

Evidence Ladder for Shared Notes Create a simple evidence ladder that distinguishes raw observation, cited research, verified numbers, and tested experience inside a note. It connects to , , . Working moves Label each no