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Hypothesisactive70% confidence

RH: Within 1 quarter, at least one major lab will release a multimodal VLM trained using the new scaling

What the brain wrote

Within 1 quarter, at least one major lab will release a multimodal VLM trained using the new scaling laws from the native multimodal paper, achieving Pareto improvement over existing models.

Reasoning

The paper provides actionable compute-optimal ratios; labs racing for multimodal supremacy will adopt them immediately.

How this gets verified

Evidence from papers, benchmarks, or announcements confirming: Within 1 quarter, at least one major lab will release a multimodal VLM trained using the new scaling laws from the native multimodal paper, achieving Pareto improvement over existing models.

Evidence (raw JSON)
{
  "domain": "research"
}