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In this talk I will explain a conjectural duality for critical cohomology of local systems on 3-manifolds, due to Safronov-Williams, Ben-Zvi-Jordan-Gunningham-Safronov. I will explain my work on a proof of this conjecture for the 3-torus in the type A case. We can also consider a Dolbeault version of this duality via a version of nonabelian Hodge theory for loop stacks. Finally, I will explain some work in progress towards understanding the cohomological Hall algebra structure for local systems on the 3-torus.