pragma.vision Technology observatory

Verification register Security & Identity

Living definition

What is Microsoft MAI-Cyber-1-Flash + Project Perception?

Cybersecurity & Threat Defense Security & Identity

As of
2026-07-30
Revision
2026-07-30.1
Method
v1.3.0

Definition

The term, in context

AI-assisted draft · approved dataset

Microsoft MAI-Cyber-1-Flash with Project Perception is a security-specialised language model paired with a telemetry-analysis system, applied to triaging alerts and reconstructing incident narratives across an estate. Domain-specialised models of this shape aim to compress the analyst work of correlating signals that generic assistants handle poorly.

Live readiness status

Status as of the current dateline

AI-assisted assembly · derived results

As of 2026-07-30, verified readiness is 55 (claimed 60, reported 60, gap 5) — Critical evidence strength; current signals suggest Proceed with caution.

The readiness fact belongs to the canonical Readiness Verdict for Microsoft MAI-Cyber-1-Flash + Project Perception.

Dataset approval

Human editorial release

pragma.vision editorial — operator dev@soft.house approved 2026-07-30 (pv_fix-32 top-up; a changed dataset hash voids every prior approval, PV-TREQ-106)

Dataset
2026-07-30.1
Hash
sha256:16656273570214ec4e4053ca200b0935d557791ff62c186ad88e876b9446455a
Approved
2026-07-30

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