Let π:T×X→X, written T↷πX, be a topological semiflow/flow on a uniform space X with T a multiplicative topological semigroup/group not necessarily discrete. We then prove:•If T↷πX is non-minimal topologically transitive with dense almost periodic points, then it is sensitive to initial conditions. As a result of this, Devaney chaos ⇒ Sensitivity to initial conditions, for this very general setting. Let R+↷πX be a C0-semiflow on a Polish space; then we show:•If R+↷πX is topologically transitive with at least one periodic point p and there is a dense orbit with no nonempty interior, then it is multi-dimensional Li–Yorke chaotic; that is, there is a uncountable set Θ⊆X such that for any k≥2 and any distinct points x1,…,xk∈Θ, one can find two time sequences sn→∞,tn→∞ withsn(x1,…,xk)→(x1,…,xk)∈Xkandtn(x1,…,xk)→(p,…,p)∈ΔXk. Consequently, Devaney chaos ⇒ Multi-dimensional Li–Yorke chaos. Moreover, let X be a non-singleton Polish space; then we prove:•Any weakly-mixing C0-semiflow R+↷πX is densely multi-dimensional Li–Yorke chaotic.•Any minimal weakly-mixing topological flow T↷πX with T abelian is densely multi-dimensional Li–Yorke chaotic.•Any weakly-mixing topological flow T↷πX is densely Li–Yorke chaotic. We in addition construct a completely Li–Yorke chaotic minimal SL(2,R)-acting flow on the compact metric space R∪{∞}. Our various chaotic dynamics are sensitive to the choices of the topology of the phase semigroup/group T.