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- **Llama 4 / Llama 405B variants (Meta)** — Best open-source frontier performance
excellent for self-hosting
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119,604 skills indexed with the new KISS metadata standard.
excellent for self-hosting
writing quality
very large context windows
function calling
real-time knowledge via X
always tailor to the process):
Cog came from Andreas's experience at Spotify and Ben's experience at Docker.
but context accuracy is critical. Recommend hybrid approach with AI drafts + human review.
evaluate these dimensions (suggested weights for averaging: e.g.
then issue your verdict with clear reasoning.
dependencies
20% time savings
some inconsistency |
consistent data
well-defined data
time
time saved
provide a structured assessment.
implicit knowledge
but goals or data are unclear. AI could assist with insights
accessibility issues
creativity
ethical
Scale