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Readiness verdict

A-RAG (Hierarchical Retrieval Interfaces)

A dated reading of what is claimed, reported, and independently verified in the current evidence.

As of
2026-09-22
Revision
2
Method
v1.3.0

Current reading

Readiness band and full integer triple

AI-assisted assembly · derived results

Readiness band

Watch

Primary summary from verified readiness

Confidence
87% · stale
Computed at
2026-09-22T23:27:14.984527+00:00
Claimed
45

Public ambition and stated capability

Reported
45

Observed practitioner reporting

Verified
41

Independently supported evidence

Gap
+4

Claimed leads verified

Evidence strength Growing

Decision

What the current evidence supports

Human editorial judgment · 2026-09-22

Track; not yet

Why
Strong peer-reported accuracy gains (MuSiQue 52.8%->74.1%) at comparable-or-lower token cost, but it is a Feb-2026 research artifact with no frontier-model validation, heavy backbone dependence, no production track record, and added agentic latency.
Next
Run the released MIT eval suite against our own multi-hop corpus on a GPT-5-mini-class backbone to see if the keyword+semantic+chunk-read hierarchical interface beats our current single-shot retriever before any integration.

Constraints

Blockers

No named blocker is present in the current public projection.

Evidence summary

Derived counts

AI-assisted assembly

Total
7
Tier 1
6
Tier 2
1
Tier 3
0
Supports
4
Contradicts
1
Context
2
Latest observed
2026-02-04

Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.

Publication record

Revisions

Revision 2

  1. 2026-07-19 Reading moved from watch to watch.
  2. 2026-09-22 Reading moved from watch to watch.

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