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Verification register AI & Agents

Readiness verdict

Kimi K2.6

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

As of
2026-06-28
Revision
1
Method
v1.0.0

Current reading

The readiness gap, in one scan

AI-assisted assembly · derived results

Claimed
86

Public ambition and stated capability

Reported
77

Observed practitioner reporting

Verified
68

Independently supported evidence

Gap
+18

Claimed minus verified

Evidence strength Strong

Decision

What the current evidence supports

Human editorial judgment · 2026-06-28

Adopt with guardrails

Why
Frontier-adjacent SWE-Bench (80.2%), best-in-class HLE-with-tools (54.0) and multi-day autonomous runs at ~$1.15-1.44/M blended make it strong for agentic coding, but the absent safety evaluation plus reasoning/multimodal gaps require containment.
Next
Pilot K2.6 for long-horizon coding/agent-swarm tasks via a low-TTFT provider (e.g. Fireworks 0.71s); avoid for single-turn high-stakes reasoning; run an internal safety probe to compensate for the missing system card.

Constraints

Blockers

No named blocker is present in the current public projection.

Evidence summary

Derived counts

AI-assisted assembly

Total
7
Tier 1
3
Tier 2
2
Tier 3
2
Supports
2
Contradicts
3
Context
2
Latest observed
2026-04-30

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

Publication record

Revisions

Initial public reading

This is the initial public reading. No earlier readiness change is recorded.

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