A Intuition behind asymptotic freedom/slavery

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Asymptotic freedom in φ³ theory in six dimensions contrasts with asymptotic slavery in φ⁴ theory in four dimensions. The standard approach involves calculating one-loop corrections to vertex functions and renormalization, but intuitively understanding these phenomena remains challenging. In φ³ theory, a non-trivial one-loop cancellation occurs between the kinetic and coupling terms, complicating predictions about coupling behavior. Conversely, in φ⁴ theory, the absence of momentum dependence in one-loop propagator corrections indicates marginal irrelevance, but this is not straightforward due to higher-loop corrections affecting the anomalous dimension. Overall, intuitive explanations for these concepts are elusive despite detailed calculations.
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I'd like an intuitive way to see the coupling growth vs. scale
It is well known that ϕ3ϕ3 is d= 6 is asymptotically free, while ϕ4ϕ4 in d=4 is asymptotically slave (or "trivial" or marginally irrelevant, or has a QED style pole). The standard way is to compute the 1 loop correction to the 4 point (or 3 point) vertex respectively, renormalize (based on some physical thought measurement or lab scale), and then deduce the growth/reduction of the coupling strength vs. momenta. However is there an intuitive way to visualize this? I feel like to get the sign of the running coupling, most of the integration over feynman parameters just give some constant multiple and get substracted out based on the renormalization scheme anyways so there should be an easier way to get whether the coupling grows weaker or stronger at high momenta without the difficult integrals.

Source https://www.physicsforums.com/forums/high-energy-nuclear-particle-physics.65/post-thread
 
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Having worked out the beta function in gory detail, I conclude there's no intuitive explanation for asymptotic freedom/slavery.

- For $\phi^3$ in 6d, it involves a non-trivial 1-loop cancellation between the renormalization effect of the kinetic term vs. the coupling term: the anomalous dimension partially cancel the quantum fluctuation causing increased coupling, so it is not obvious which way it goes from naive intuition.

- For $\phi^4$ theory in 4d, the fact the anomalous dimension at 1-loop vanish could be "seen" by the fact 1-loop correction to the propagator does not depend on momentum. Then one "sees" that the 1 loop vertex correction cause marginal irrelevance, but that's highly non-trivial (anomalous dimension gets corrected at higher loops...)
 
Theoretical physicist C.N. Yang died at the age of 103 years on October 18, 2025. He is the Yang in Yang-Mills theory, which he and his collaborators devised in 1953, which is a generic quantum field theory that is used by scientists to study amplitudes (i.e. vector probabilities) that are foundational in all Standard Model processes and most quantum gravity theories. He also won a Nobel prize in 1957 for his work on CP violation. (I didn't see the post in General Discussions at PF on his...

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