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Wide illustration of collaborators reviewing a shared task and conditions map in the How Intelligence Works visual style.

Intelligence Observatory

How Intelligence Works Consortium

Intelligence Observatory

Understand people and cognitive profiles over time.

A living evidence infrastructure for studying cognitive profiles, state, support, context and real-world functioning over time.

The Intelligence Observatory is a proposed open science resource for collecting, organising, and sharing evidence about intelligence in real-world contexts.

Its purpose is to make the evidence generated through the consortium visible, useful, traceable, and independent.

The Observatory is not a leaderboard, surveillance system, or public ranking tool. It is a living evidence infrastructure.

It asks what we are learning about intelligence across people, tasks, environments, supports, states, tools, cultures, institutions, and time.

Cognitive profileStateContextTime

Why An Observatory Is Needed

Intelligence research produces many kinds of evidence: psychometric studies, longitudinal studies, clinical observations, educational assessments, occupational data, public datasets, intervention studies, task analyses, open science records, and lived-experience signals.

Too often, that evidence is scattered across journals, proprietary tools, institutional reports, private datasets, disciplinary silos, and inaccessible language.

The Observatory would help organise what is known, what is uncertain, what is being tested, and what should not yet be claimed.

It would allow readers to see the difference between established findings, emerging evidence, proposed frameworks, active studies, validated instruments, restricted materials, and open questions.

What It Observes

The Observatory may track evidence about relatively stable cognitive profiles alongside changing cognitive states, including fatigue, stress, grief, health, illness, medication, readiness and motivation, as well as development, ageing, learning, support use, AI assistance, task demands, environmental conditions, repeated performance episodes and outcomes.

At the person level, it may help research understand variation across time: how sleep, illness, recovery, support, learning, or environment changes what someone can do.

At the population level, it may help identify patterns: which tasks create widespread burden, which supports appear useful, which systems exclude people, and which claims need stronger evidence.

At the research level, it may track the status of instruments, protocols, datasets, preprints, peer-reviewed publications, replications, corrections, and open questions.

Open, But Governed

The Observatory should make public knowledge easier to inspect without making sensitive information careless.

Open outputs may include evidence summaries, versioned definitions, public dashboards, study registrations, non-sensitive aggregate findings, literature maps, instrument status labels, and links to OSF or Zenodo records.

Restricted materials may include identifiable data, sensitive participant information, test items, scoring keys, proprietary measure mappings, practitioner-only materials, and unfinished instruments that could be misused if released too early.

The point is not to make everything public. The point is to make the reasoning public enough that people can understand what is known, challenge weak claims, and contribute responsibly.

Consortium Evidence Flow

The Observatory receives evidence from the broader research infrastructure.

The Human Task Atlas contributes structured knowledge about the tasks people face.

The Environmental Registry contributes knowledge about the conditions that shape performance.

The Performance Lab contributes repeated evidence about what happens when people act under specific conditions.

Contributors across health, education, work, daily living, public systems, technology, research, and lived experience help identify what should be observed and what claims need testing.

What The Observatory Should Produce

The Observatory should eventually support public evidence briefs, research maps, validation status pages, glossary records, page-specific reference updates, consortium reports, open questions, correction logs, and summaries of what changes as new evidence appears.

This would allow How Intelligence Works to remain current without pretending that developing research is already settled.

The Observatory is how the project can be open, cumulative, and corrigible.

Page-Specific References

Part of a shared research infrastructure

The four projects connect.

The Human Task Atlas describes tasks. The Environmental Registry describes conditions. The Intelligence Observatory follows cognitive profiles and functioning over time. The Performance Lab studies what happens when those elements interact.