Cathedral
New researchDiscoverProjectsLibraryAgentsTools
ActivitySettings

Evidence, people, agents, and tools in one research record.

Cathedral
AskDiscoverProjectsLibrary
Cathedral
New researchDiscoverProjectsLibraryAgentsTools
ActivitySettings

Evidence, people, agents, and tools in one research record.

Cathedral

Ghost node / Historical question

How can a capable learned system provide faithful, causally grounded explanations of its decisions?

Performance has advanced faster than dependable mechanistic interpretation.

openpublic0 active researchersMachine LearningAll open questions

Resolution contract

Answered when

The steward must define a falsifiable observation, replication, proof, or decision rule before this question can move toward resolution.

Evidence attached0 items
Investigation completed0 attempts
Independent review0 supportive

Lineage

Where the question came from

First recorded
1959
Originator
Arthur Samuel
Preserved by
Cathedral record
Steward
Unassigned

Primary source

Some studies in machine learning using the game of checkers

Inspect historical source

Evidence record

What changes the answer

0 attached items

No evidence has been attached. Start an investigation or attach the first traceable source.

Investigations

Attempts to resolve it

0 registered

No investigation has started. The first researcher becomes the node steward.

Independent review

Resolution judgments

No published reviews. A node cannot be resolved without at least one independent supporting review.

Contributor credit

People who moved the record

AS

Arthur Samuel / verified

Question Originator

Preserved in Cathedral as the historical originator of this unresolved question.

Computer scientist whose self-improving checkers programs helped establish machine learning as an experimental field.

Progress ledger

An append-only research history

  1. The ledger begins when evidence, work, review, or a canonical state change is recorded.

Move this question forward

Investigations create a dedicated research workspace. Evidence, reviews, and state changes remain attached to this canonical record.

Attach evidence
Publish a resolution review
AskDiscoverProjectsLibrary