Unverified50% confidenceOpinionExact time
Pure model-layer innovation can hardly constitute a moat anymore; the rapid iteration of open-source models makes the lead window at this layer increasingly short.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/15/2026
First Seen
Valid until: 1/13/2027
Sources
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