Data
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- **Llama 4 / Llama 405B variants (Meta)** — Best open-source frontier performance
excellent for self-hosting
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99,039 skills indexed with the new KISS metadata standard.
excellent for self-hosting
very large context windows
real-time knowledge via X
always tailor to the process):
function calling
Cog came from Andreas's experience at Spotify and Ben's experience at Docker.
then issue your verdict with clear reasoning.
but context accuracy is critical. Recommend hybrid approach with AI drafts + human review.
dependencies
20% time savings
evaluate these dimensions (suggested weights for averaging: e.g.
some inconsistency |
well-defined data
consistent data
time saved
time
provide a structured assessment.
but goals or data are unclear. AI could assist with insights
implicit knowledge
images
a team
conversational
ethical
Scale