Learn: The Argumentree Content Library and Learning Paths

This page is the browse layer over the whole Argumentree library. The content lives in its own clusters — decision-making guides under /what-is/ (seven hubs: decision making, decision intelligence, argument mining, enterprise decision excellence, collective intelligence, cognitive bias, persuasion), The Argumentree Method at /method, the 7 Argument Traps under /traps/, twelve framework guides under /frameworks/, seven applied tutorials under /tutorials/, eighty-three blog articles, and twenty-nine Short Articles — and this page curates it: by type, by topic, and as ordered learning paths. The paths follow a foundations-to-mastery progression: Foundations covers what decision making is, the method, then the failure modes at three scales — cognitive bias in one mind, the argument traps in a group, and persuasion when someone works the group deliberately — and finally the science of collective intelligence; Application covers running real rituals — SWOT sessions, pre-mortems, design sprints, Delphi studies — with the frameworks and tutorials; Mastery covers the organizational layer — decision quality, enterprise decision excellence, governance, and decision intelligence. This page also introduces the Argumentree product family: Argumentree, the collaborative decision-making platform this library belongs to; ArgumenTroupe, AI persona debates for testing ideas against synthetic perspectives; AIAgentree, AI-agent governance and decision tracing; and Argumentree.AI, multi-model AI research where several language models argue a question. Every page linked here keeps its own address — this page only curates.

Learn

Everything on deciding well, in one place: the guides, the method, the traps, the frameworks, the tutorials — and curated paths through them, from first principles to running an organization on reasoned decisions.

In short

Most teams don't decide badly for lack of smart people — they decide badly because nobody is ever taught how decisions work, and because the reasoning is never written down. Better reasoning is a structure, not a talent: frame the decision as one challengeable question, collect the arguments for and against in writing, weigh them on merit rather than on who said them, and keep the record.

That structure is The Argumentree Method, and it is what decision quality measures — a decision is judged by how it was made, not by how the outcome happened to land. None of it is specific to meetings: the same shape carries a classroom debate, a research review, a policy consultation or a DAO vote — see where it is applied.

New here? The topic chips below go straight to a subject, the cards under them are the library itself, and the Foundations path at the bottom sequences eight readings in the order they build on each other.

Browse by topic

Each of these opens a topic hub or a cluster index. Four layers are one chain, best read in order: cognitive bias is how a single mind misjudges, the 7 Argument Traps are what those errors look like once a group is talking honestly, Debate Foul Play is the same room when someone games it on purpose, and persuasion is the lever kit that works on either side.

Decision MakingDecision IntelligenceDecision QualityEnterprise Decision ExcellenceArgument MiningCollective IntelligenceCognitive BiasPersuasionDecision Audit TrailBlockchain GovernanceUse Cases

Learn the material

The library itself — concepts, method, failure modes, and the writing that works through them.

Main Concepts

Start here. Definitional deep-dives — what the things are and how they work — across seven hubs and fifty-three pages, plus The Argumentree Method, the five-element discipline behind every argument tree.

Start with decision making

Decision Frameworks

Twelve framework guides, SWOT to ERM — each with a worked example and its argument-tree mapping.

Browse the frameworks

Argument Traps

Seven named failure patterns of group reasoning — with warning signs and structural fixes.

Meet the traps

Debate Foul Play

The bad-faith tactics that break discussions on purpose — Gish Gallop, whataboutism, motte-and-bailey and two dozen more, each with its structural counter.

Open the field guide

Tutorials

Applied, step-by-step: run a design sprint, a pre-mortem, a Delphi study, an ADR process.

Open the tutorials

Blog

Eighty-three research-backed articles on decision science, collective intelligence, and leadership.

Read the blog

Short Articles

Short-form: one idea, five minutes. Twenty-nine pieces, published here first and shared across our social channels.

Browse Short Articles

Videos

Short walkthroughs of the method, the argument-level chains and the decision timeline — currently in production.

Coming soon

Put it to work

The same method pointed at a decision you are actually making, or a purchase you are actually evaluating.

Tools & Templates

Four free interactive tools and four copy-ready templates — practice the method hands-on, no account needed.

Browse tools & templates

Comparisons

Side-by-side comparisons: Argumentree versus other tools, roundups of the best options, and method-versus-method explainers.

Browse all comparisons

The Method Applied

The same discipline in a named situation — classrooms, boards, communities, meetings, governance and compliance.

See it applied

Learning paths

Ordered sequences through existing pages, foundations first — the progression follows our long-form curriculum: understand it, then run it, then build an organization on it.

Path 1 · Foundations — how good decisions work

The concepts everything else builds on: what decision making is, the method, how reasoning fails at three scales — one mind, the group it is talking in, and someone working that group on purpose — and the science of groups that get it right.

  1. 1What is decision making?
  2. 2The Argumentree Method
  3. 3Cognitive bias: how one mind misjudges
  4. 4The 7 Argument Traps
  5. 5Persuasion: the same levers, aimed at you
  6. 6Wisdom of crowds: Galton's ox
  7. 7When crowds go wrong
  8. 8How to make better decisions
Read the full path — why this order, what each step teaches

Path 2 · Application — running real decisions

From concepts to rituals: pick the right framework, run the session, keep the reasoning.

  1. 1Business decision frameworks: the chooser's guide
  2. 2SWOT analysis, run properly
  3. 3The pre-mortem, facilitated
  4. 4Design sprints that survive Monday
  5. 5From RFC to ADR: keeping the reasoning
  6. 6How to get stakeholder buy-in
Read the full path — why this order, what each step teaches

Path 3 · Mastery — the organizational layer

One good decision is a skill; a stream of them is a system. Quality standards, governance, and the data-and-AI layer.

  1. 1Decision quality: the six elements
  2. 2Enterprise decision excellence
  3. 3Decision governance
  4. 4RAPID, RACI, DACI: run a decision-rights framework
  5. 5What is decision intelligence?
  6. 6The decision quality chain (deep dive)
Read the full path — why this order, what each step teaches

The Argumentree family

Four products, one thesis: better reasoning is a structure, not a talent. Each product applies the argument tree to a different frontier:

Argumentree

The collaborative decision-making platform this library belongs to — argument trees, structured challenges, ratings, and a permanent decision record for human teams.

ArgumenTroupe

AI persona debates: test ideas against a cast of synthetic perspectives — focus groups, devil's advocates, Six Thinking Hats — before real stakes arrive.

AIAgentree

Governance for AI agents: decision tracing, audit trails, and EU AI Act alignment for organizations deploying autonomous systems.

Argumentree.AI

Multi-model AI research: several language models argue a question on one tree, so you see where they agree, where they split, and why.

Stop reading, start deciding

Everything in this library runs on one structure. Open a tree and put the method to work on a real decision.

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