In this work, we propose a new bounded arithmetic theory, denoted $\mathbf{APX}_1$, designed to formalize a broad class of probabilistic arguments commonly used in theoretical computer science. Under plausible assumptions, $\mathbf{APX}_1$ is strictly weaker than previously proposed frameworks, such as the theory $\mathbf{APC}_1$ introduced in the seminal work of Je?ábek ... more >>>

We prove that relative to a random oracle answering $O(\log n)$-bit queries, there exists a function computable in $O(n)$ time by a random-access machine (RAM) but requiring $n^2/polylog(n)$ time by any multitape Turing machine. This provides strong evidence that simulating RAMs on multitape Turing machines inherently incurs a nearly quadratic ... more >>>

We show that the complexity class of exponential-time Arthur Merlin with sub-exponential advice ($AMEXP_{/2^{n^{\varepsilon}}}$) requires circuit complexity at least $2^n/n$. Previously, the best known such near-maximum lower bounds were for symmetric exponential time by Chen, Hirahara, and Ren (STOC'24) and Li (STOC'24), or randomized exponential time with MCSP oracle and ... more >>>