State Space Models like Mamba introduce new possibilities, as States are a new object type, a compressed snapshot of a mind at a point in time which can be saved, restored, and interpreted. But a cursory search didn’t turn up any work on interpreting either States or State Space Models.
This resolves Yes if research comes out that makes any significant interpretability progress into a state space large language model. I will not bet on this market.
Update 2024-27-12 (PST): - Clarification:
The work 2404.05971v1 qualifies as making significant interpretability progress into a state space large language model. (AI summary of creator comment)
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@ahalekelly I had, because I thought it was only 50/50 that it would count. But your comment makes me think the odds are much higher, so am now betting YES.