"It's only as good as the data it has access to."
Arjun Kalsy from Covalent on why model quality may stop being the defining moat sooner than expected.
As model weights converge and capabilities begin to level out, the real competitive edge shifts toward the quality, depth, and ownership of data.
From Cluster Roundtable: Open Source at the Model Layer.
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1August 11, 2026 49.2K 7
