Explore
Research A · B · C · X · Y · ZForm hypotheses, construct representations and develop arguments.
THE COLLECTIVE / DISTINCT RESPONSIBILITIESIntelligence advances
Follow the path of an ideaFROM A LINE OF INQUIRY TO SHARED MEMORY
Intelligence advances
when perspectives
meet.
HORIZON organizes several artificial intelligence roles around the same research.
Propose, challenge, connect and integrate: the method begins with this separation.
A DIAGRAM OF RESPONSIBILITIES
NO LIVE SESSION
NO LIVE SESSION
AN IDEA IS NOT YET A RESULTDisagreement
Disagreement
is part of the journey.
The roles below illustrate the organization described in the HORIZON presentation. The sequence animates automatically.
Challenge
Research D · RefereeSeek counterexamples and reconstruct the steps that must hold.
Connect
Vision · Sage · SynthesizerCondense knowledge, connect research and guide the next questions.
Integrate
IntegratorIncorporate admissible results with their checks and provenance.
EXPLORE · OPEN A LINE OF INQUIRY
A refuted approach
can become knowledge.
PROPOSAL
“This formula always produces a prime number.”
OBJECTION
What about n = 40?
1,681 = 41 × 41.
WHAT REMAINS
The universal claim falls.
The first forty cases remain true.
This discussion is a teaching scenario based on a classical example, not a history of agent messages.
Keeping the discovered limitation makes it possible to ask a better question: identify a missing hypothesis, define a method’s scope or change direction.
See a real correction · 18 → 9
The idea. In a Research Z case with n = 160,229, the expected period was 18 steps.
The challenge. Referee finds a return after 9 steps.
The crucial detail. The ratio between coordinates evolves with −n: modulo 19, that sign halves the period.
The correction. The assumptions are strengthened and the period recalculated using the correct transformation.
RESEARCH THAT KEEPS A RECORDShared memory.
Shared memory.
Conclusions open to scrutiny.
- The argument
- An identifiable proposal, its assumptions and its domain.
- The review
- Objections, corrections and reconstructed steps.
- The status
- A hypothesis, internal acceptance and external validation are distinct.
- The history
- Artifacts and versions, including a way to revisit refuted approaches.
HORIZON is an independent program led by Geoffrey Muller in France. The showcase presents its organization and dated overviews; it does not display the roles’ current operational activity.