AEOS
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SHDShared Knowledge
Shared KnowledgeInsight

Give an agent the narrowest corpus that answers its question

Full-corpus access made answers worse, not better — relevant records were crowded out by plausible ones.

ReportedStated by a counterparty or agent, not independently checked.

The record

Granting every agent the whole corpus was tried on the assumption that more context helps. It did not: a sales question retrieved engineering records that shared vocabulary, and the agent used them. Scope reads to the layers that bear on the agent's work and let it escalate for more. This is a quality argument before it is a security one, which matters because the security argument alone tends to lose to convenience.

Applies to

Company
All companies
Department
All departments
Agent
No single agent

Deliberately published for reuse. The only layer written to be read by strangers. Readable by: Every company, by publication.

Provenance

Scoped retrieval trial, Jun 2026

Observation · unattended

logs/enterprise/job_1344.json

Recorded by
Nadia Brecht (CKO)
First learned
24 Jun 2026
Last updated
24 Jun 2026

Index state

Not embedded
Index
shared-published
Vector id
Model
Indexed at
Rank weight
1.20

No vector store is connected, so this record has no embedding. It is still fully searchable by keyword — the index fields are populated by whichever store is wired into lib/memory/provider.ts.