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Verification register Energy, Climate, Space & Materials

Readiness verdict

ML-Discovered Kagome Superconductors (YRu3B2 / LuRu3B2)

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

As of
2026-10-01
Revision
3
Method
v1.4.0

Current reading

Readiness band and full integer triple

AI-assisted assembly · derived results

Readiness band

Emerging

Primary summary from verified readiness

Confidence
82% · stale
Computed at
2026-10-01T02:36:51.510941+00:00
Claimed
15

Public ambition and stated capability

Reported
15

Observed practitioner reporting

Verified
15

Independently supported evidence

Gap
0

Claimed and verified align

Evidence strength Growing

Decision

What the current evidence supports

Agent-assisted assessment · independently reviewed · 2026-10-01

Suitable for fundamental low-temperature materials research.

Why
Bulk superconductivity is independently demonstrated for YRu3B2, but transitions occur below 1 K and engineering applications remain unproven.
Next
Replicate LuRu3B2 independently and measure sample reproducibility, critical current and fabrication behavior before considering devices.

Constraints

Blockers

  • Sub-kelvin operation requires substantial cryogenic infrastructure.
  • Independent replication of LuRu3B2 remains limited.
  • Sample uniformity and reproducible material properties need further study.
  • Engineering current density and scalable fabrication are unestablished.

Evidence summary

Derived counts

AI-assisted assembly

Total
7
Tier 1
6
Tier 2
1
Tier 3
0
Supports
4
Contradicts
2
Context
1
Latest observed
2026-07-07

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

Publication record

Revisions

Revision 3

  1. 2026-07-21 Reading moved from unknown to unknown.
  2. 2026-09-22 Reading moved from unknown to unknown.
  3. 2026-10-01 Reading moved from unknown to emerging.

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