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Verification register AI & Agents

Readiness verdict

DeepMind AlphaProof / AlphaGeometry 2 (IMO 2024 Silver Medal)

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

As of
2026-07-27
Revision
1
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
62% · stale
Computed at
2026-07-27T18:59:07.843252+00:00
Claimed
55

Public ambition and stated capability

Reported
51

Observed practitioner reporting

Verified
47

Independently supported evidence

Gap
+8

Claimed leads verified

Evidence strength Growing

Decision

What the current evidence supports

Human editorial judgment · 2026-07-27

Track; not yet

Why
Landmark proof that formal-reasoning RL could reach human-medalist level, and the reference point every later 'AI reasoning breakthrough' claim is measured against -- but the system itself was already surpassed within 12 months by an end-to-end natural-language successor (Gemini Deep Think, IMO 2025 gold, ~2 orders of magnitude better inference efficiency), so it is a historical milestone rather than an adoptable technology today.
Next
Re-evaluate if Lean-formalized RL verification techniques get folded into general-purpose reasoning models (verified-proof plugins/tool-use) rather than remaining a standalone, hand-formalized competition system.

Constraints

Blockers

No named blocker is present in the current public projection.

Evidence summary

Derived counts

AI-assisted assembly

Total
6
Tier 1
0
Tier 2
3
Tier 3
3
Supports
2
Contradicts
2
Context
2
Latest observed
2026-03-12

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

Publication record

Revisions

Initial public reading

  1. 2026-07-27 Reading moved from watch to watch.

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