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Verification register AI & Agents

Readiness verdict

Segment Anything Model (SAM)

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

Ready

Primary summary from verified readiness

Confidence
65% · fresh
Computed at
2026-08-20T10:56:21.626979+00:00
Claimed
65

Public ambition and stated capability

Reported
65

Observed practitioner reporting

Verified
60

Independently supported evidence

Gap
+5

Claimed leads verified

Evidence strength Critical

Decision

What the current evidence supports

Human editorial judgment · 2026-08-20

Adopt with guardrails

Why
SAM founded and still anchors the segmentation-foundation-model category — Apache 2.0 licensed, 54.7k GitHub stars, direct ancestor of the current reference backbones SAM 2 and SAM 3 — but its zero-shot accuracy is domain-dependent and it lacks the video/text capabilities now standard in its successors.
Next
Prefer SAM 2 / SAM 3 for new builds needing video or text-prompt support; if using original SAM specifically, benchmark zero-shot IoU on the target domain (especially medical, satellite, or low-contrast imagery) before production use, since IoU has been observed as low as 0.11 without fine-tuning

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
1
Tier 3
5
Supports
5
Contradicts
1
Context
0
Latest observed
2026-08-20

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. 2026-08-20 Reading moved from ready to ready.

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