Meta · Llama 4

Llama 4 Scout

READER SUMMARY

Meta's open-weight 17B-active, 16-expert multimodal Llama 4 model with an exceptionally long context window.

DOOM SCORE73.0out of 100model risk profile, not the overall index
CURRENT ASSESSMENT · REVISION 1

Why this model scores 73.0

Strong multimodal and long-context capability is broadly deployable through downloadable weights. Tool autonomy is not intrinsic, while permissive diffusion raises misuse and control difficulty.

Capability76
Autonomy46
Deployment98
Misuse potential69
Control difficulty76
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MODEL-ATTRIBUTED EVIDENCE

News tied to Llama 4 Scout

The model score of 73.0 rates this model's risk profile. The overall Doom Index of 63.5 measures the recalibrated complete evidence corpus. These values answer different questions.

NET MODEL-ATTRIBUTED INDEX CONTRIBUTION+0.01

Each article's leave-one-out Doom Index contribution is divided equally among the exact models named on that article. This prevents multi-model evidence from being claimed in full on several model pages. Model risk scores are recalculated from their technical profile and related news, but never feed back into the overall index.

AUDIT TRAIL

Model score history

  1. R1
    Doom Score 73.0

    Initial exact profile for the Scout tier.

    12 Aug 2026