







Most arguments scatter across papers, posts, and threads — and evaporate. A claim tree gives them a stable structure to gather against, the way a cathedral gathers centuries of work into a single, standing thing.
Reason Commons | Reason Commons — Issue Trees & Logical Thinking Process
Structure claims into trees. Map evidence to them. Grow shared understanding — together.
Logial Thinking Process (LTP) / Issue Tree App and Exploration - Issue Trees & Logical Thinking Process
Collaboration of Rufus Pollock with David Joseph to build tooling for structured thinking — specifically a Logical Thinking Process (LTP) / Issue Tree app. Both David and Rufus share a long-standing desire to improve public discourse and improve collaboration: aligning efforts to goals, making claims or hypotheses and their logical structure clearer (claim-trees), allowing debate to accumulate, mapping evidence clearly to specific sub-claims.
eLife Claim Trees — eLife Claim Trees
Panel-level claim graphs for reproducibility — eLife Claim Trees
We argue badly, and nothing accumulates. How could we do better? | Reason Commons — Issue Trees & Logical Thinking Process
Millions of people argue every day about the things that matter most — climate change, what to do about AI, how we might build a better world. Some of it is sharp, even insightful. And almost none of it accumulates.
MATSUlab-issue-exchange-analysis/output/evidence_bundles/evd5-issue-funnel at main · DiscourseGraphs/MATSUlab-issue-exchange-analysis
Metrics and evidence bundles from an analysis of the MATSUlab discourse graph: issue exchange, knowledge production, and researcher onboarding - DiscourseGraphs/MATSUlab-issue-exchange-analysis
Regular exchange of issues between lab members to share research tasks
At the start of this project, we suggested that our graph-based "issue dashboards" would be used widely by members ...

(PDF) Why is dialogical solving of a logical problem more effective than individual solving?: A formal and experimental study of an abstract version of Wason’s task
PDF | We study the accomplishment of the abstract version of Wason’s selection task in a cooperative dialogue context that has been neglected in the... | Find, read and cite all the research you need on ResearchGate

Issue-based information system
The issue-based information system (IBIS) is an argumentation-based approach to clarifying wicked problems—complex, ill-defined problems that involve multiple stakeholders. Diagrammatic visualization using IBIS notation is often called issue mapping.

Nathan Lambert on Twitter / X
Reasoning model reports I recommend reading:2025-01-22 - DeepSeek R1 - https://t.co/FanOPm8R472025-01-22 - Kimi 1.5 - https://t.co/NN8Nr1E2xi2025-03-31 - Open-Reasoner-Zero - https://t.co/H5ycSmzMHk2025-04-10 - Seed-Thinking 1.5 - https://t.co/t1ytgV1ZZK2025-04-30 - Phi-4…— Nathan Lambert (@natolambert) January 2, 2026
Przemek Chojecki | PC on Twitter / X
The Growing Map of Open Mathematical Problems.We mapped 15,000+ conjectures from UnsolvedMath to show potential links between concepts.It also shows how under formalized the frontier is (less than 10%). pic.twitter.com/nm0PCpXVPf— Przemek Chojecki | PC (@prz_chojecki) August 28, 2026
Sorting Things Out: Classification and Its Consequences
Classification and Its Consequences


The Crooked Timber of AI
The philosophical perils of conflating discoveries and inventions, and how to overcome them

