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Verification register AI & Agents

Readiness verdict

Microsoft Phi-4-mini-flash-reasoning

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

Watch

Primary summary from verified readiness

Confidence
82% · stale
Computed at
2026-10-01T07:49:17.036794+00:00
Claimed
55

Public ambition and stated capability

Reported
35

Observed practitioner reporting

Verified
35

Independently supported evidence

Gap
+20

Claimed leads verified

Evidence strength Growing

Decision

What the current evidence supports

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

Consider a supervised math-reasoning pilot on supported hardware.

Why
Independent experiments show research usability. Target-workload reliability and advertised mobile-device speed gains still need testing.
Next
Measure answer correctness, failure detection, memory use and end-to-end latency on the intended hardware and workload.

Constraints

Blockers

  • Tested intended scope is mathematical reasoning
  • Advertised acceleration was measured on an industrial GPU
  • Hardware and inference-stack compatibility require confirmation
  • Incorrect or repeating outputs require application-level detection and controls

Evidence summary

Derived counts

AI-assisted assembly

Total
10
Tier 1
7
Tier 2
3
Tier 3
0
Supports
6
Contradicts
4
Context
0
Latest observed
2026-03-24

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

Publication record

Revisions

Revision 3

  1. 2026-07-19 Reading moved from ready to ready.
  2. 2026-09-22 Reading moved from ready to ready.
  3. 2026-10-01 Reading moved from ready to watch.

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