Unverified50% confidenceDecision RuleExact time
Cactus officially states that Needle is a task-specific model that should be fine-tuned before going to production, and that the base model is a starting point rather than a finished assistant.
1
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50%
Confidence
Long-term
Relevance
10/5/2026
First Seen
Sources
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