pragma.vision Technology observatory & strategic foresight

Verification register AI & Agents

Readiness verdict

Google Co-Scientist

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

As of
2026-08-20
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
73% · stale
Computed at
2026-08-20T10:54:03.050868+00:00
Claimed
55

Public ambition and stated capability

Reported
54

Observed practitioner reporting

Verified
48

Independently supported evidence

Gap
+7

Claimed leads verified

Evidence strength Strong

Decision

What the current evidence supports

Human editorial judgment · 2026-08-20

Proceed with caution

Why
Strong vendor-reported validation (AML KIRA6 repurposing, 91% liver-fibrosis lab response, Elo/GPQA concordance) coexists with credible expert skepticism and an unavoidable physical-validation gap
Next
Pilot the Hypothesis Generation Trusted-Tester tool on a bounded internal question with human-expert grading; never treat output as validated science

Constraints

Blockers

No named blocker is present in the current public projection.

Evidence summary

Derived counts

AI-assisted assembly

Total
12
Tier 1
0
Tier 2
5
Tier 3
7
Supports
7
Contradicts
3
Context
2
Latest observed
2025-03-05

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. 2026-07-19 Reading moved from watch to watch.

Your opinion

Tell us anything.

What works, what doesn't, what's missing — especially about our watches, lenses, and the register itself. Anonymous is fine; leave an email if you'd like a reply.