We develop a harmonic-analytic framework for the Collatz conjecture and use it to map precisely the boundary between what 2-adic methods can and cannot prove. Four principal results are established. (1) For any odd integer drawn uniformly from Ωⱼ = 1, 3, …, 2ʲ-1, the distribution of v₂ (3n+1) is exactly geometric with parameter 1/2, giving Ev₂ = 2. (2) The transfer operator ℒ_μ on the modular graph 𝔊ⱼ has rank 1 for every measure μ and every j, with with the remainder of the spectrum identically zero (the subdominant eigenvalue is λ2=0). (3) The ratio function R (n) = S* (n) /n generates (ℤ/2ʲ ℤ) ˣ for all j ≥ 3, forcing every non-trivial Dirichlet character of ℤ₂ˣ to be non-invariant under S*. This implies ergodicity of (ℤ₂ˣ, S*, μHaar). (4) Combining the Baker-Mignotte bound with the drift analysis, every orbit satisfying liminf (1/k) Σv₂ ≥ log₂3 either terminates at 1 or is periodic; all periodic orbits are excluded by Baker and computational verification (Oliveira e Silva, n < 2^68). The single remaining case-divergent orbits satisfying lim (1/k) Σv₂ < log₂3-has Haar measure zero and is unsupported by computation. The main new contribution of Version 3 is Section 12, which establishes a precise structural obstruction theorem: no 2-adic argument, however refined, can close the gap between 'Haaralmost-everywhere' and 'all of ℕ⁺'. We identify three independent obstructions-measuretheoretic, topological, and adelic-and prove that their resolution is equivalent to a single combinatorial condition (Lemma 12. 1) that is inherently Archimedean in character. This converts the paper from a partial ergodic analysis into a roadmap: the 2-adic background geometry is now fully charted, and the remaining open problem is precisely stated.
Avishai Roif (Sat,) studied this question.