Model's are no longer revolutionary, they are evolutionary, and the evolution and per model-version difference is narrowing each release.
We've definitely culled some low hanging fruit, but I think there's still a lot of room for improvements that could lead to step changes in capabilities. I think we're only scratching the surface of looped language models, thinking in latent space, and multimodality.
And even if the per-model differences are narrowing, even single digit improvements in performance metrics could yield outsized effects in applicability and productivity. Consider services that guarantee one 9 of reliability vs. five 9s. In absolute terms that change is a trivia difference, but the increased reliability allows use in way, way more domains.
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We've definitely culled some low hanging fruit, but I think there's still a lot of room for improvements that could lead to step changes in capabilities. I think we're only scratching the surface of looped language models, thinking in latent space, and multimodality.
And even if the per-model differences are narrowing, even single digit improvements in performance metrics could yield outsized effects in applicability and productivity. Consider services that guarantee one 9 of reliability vs. five 9s. In absolute terms that change is a trivia difference, but the increased reliability allows use in way, way more domains.