Compare geometric and singular bar constructions
Construct a natural $A_{\infty}$-quasi-isomorphism from the geometric cochain algebra $C^*_{\Gamma}(-)$ to the singular cochain algebra $C^*_{\operatorname{Sing}(-;\mathbb Z)}$, equivalently proving that their associated bar constructions are naturally quasi-isomorphic as differential graded coalgebras.
References
There exists a natural $A_{\infty}$-quasi-isomorphisms
C*_{\Gamma}(-) \longrightarrow C*_{\operatorname{Sing}(-;Z).
Equivalently, the respective bar constructions are naturally quasi-isomorphic as dg coalgebras.
— Bar cohomology of links: beyond Milnor invariants
(2609.11009 - Friedman et al., 10 Sep 2026) in Section 3, subsection “Geometric calculations of the leading-term invariant”