#APSP
Another very normal day, lol

APSP and 3SUM hypotheses are refuted: arxiv.org/abs/2610.067...
KLS conjecture is proved:
arxiv.org/abs/2610.014...
Truly Subquadratic 3SUM and Truly Subcubic APSP via Triangles in Sparse Lopsided Graphs
We give the first polynomial improvements over the textbook algorithms for $3$SUM and All-Pairs Shortest Paths (APSP): we show how to deterministically solve $3$SUM on $n$ integers of polynomial size ...
arxiv.org
October 6, 2026 at 10:43 AM
burying the lede

Claude, an AI model developed by Anthropic, discovered the algorithm that refutes the 3SUM, APSP, and Exact Triangle hypotheses. The authors then worked to understand, simplify, strengthen and extend the algorithm, derive additional consequences and make the presentation accessible
October 6, 2026 at 3:49 AM
Subquadratic 3SUM and Subcubic APSP

A new paper reports the first polynomial speedups for 3SUM and APSP, achieving O(n^1.9992) and O(n^2.9995), refuting long-standing complexity hypotheses.

These fundamental barriers just got a little less fundamental. 🤔
October 8, 2026 at 9:28 AM
Truly subquadratic time for 3SUM is a problem I have thought about on and off for many years. Now a breakthrough result has been announced by Josh Alman and Virginia Vassilevska Williams! arxiv.org/abs/2610.06783
Truly Subquadratic 3SUM and Truly Subcubic APSP via Triangles in Sparse Lopsided Graphs
We give the first polynomial improvements over the textbook algorithms for $3$SUM and All-Pairs Shortest Paths (APSP): we show how to deterministically solve $3$SUM on $n$ integers of polynomial size ...
arxiv.org
October 6, 2026 at 7:41 AM
My undergrad lecture tomorrow is mostly about APSP/Floyd-Warshall, and since I'm a super generous guy, I planned to give an automatic A to anyone who found a O(n^{3-eps})-time algorithm for APSP.

The kicker: this is the third time an "automatic A" problem I've given has been solved this semester!
October 6, 2026 at 6:41 AM
arxiv.org/abs/2610.067...

O(n^1.9992) algorithm claimed for 3SUM! Huge if true! Lots of conditional lower bounds are based on the assumption that 3SUM takes quadratic time.
Truly Subquadratic 3SUM and Truly Subcubic APSP via Triangles in Sparse Lopsided Graphs
We give the first polynomial improvements over the textbook algorithms for $3$SUM and All-Pairs Shortest Paths (APSP): we show how to deterministically solve $3$SUM on $n$ integers of polynomial size ...
arxiv.org
October 6, 2026 at 7:31 AM
If you were using 3SUM or APSP-based cryptography patch your systems NOW
October 8, 2026 at 7:24 PM
Josh Alman, Virginia Vassilevska Williams: Truly Subquadratic 3SUM and Truly Subcubic APSP via Triangles in Sparse Lopsided Graphs https://arxiv.org/abs/2610.06783 https://arxiv.org/pdf/2610.06783 https://arxiv.org/html/2610.06783
October 6, 2026 at 6:41 AM
And now an anonymous Anthropic employee also. (Prompted the new 3SUM and APSP algorithms that were rewritten by Alman and Williams.)
October 7, 2026 at 12:24 AM
Okay. I'm much less excited about -how- these results have been released, but between yesterday's 3SUM/APSP and now UGC?

I feel conflicted bc I want to be very excited about these results while not wanting to give free advertising to OpenAI that just said 'let er rip' w/o human involvement
October 7, 2026 at 12:13 AM
October 6, 2026 at 3:10 PM
Subquadratic 3SUM and Subcubic APSP
Comments
arxiv.org
October 6, 2026 at 9:13 PM
Everyone seems to be talking about this recent breakthrough, so as I try to make my way through it, can anyone in the know help me out with a couple questions I have?
Truly Subquadratic 3SUM and Truly Subcubic APSP via Triangles in Sparse Lopsided Graphs
We give the first polynomial improvements over the textbook algorithms for $3$SUM and All-Pairs Shortest Paths (APSP): we show how to deterministically solve $3$SUM on $n$ integers of polynomial size ...
arxiv.org
October 6, 2026 at 2:44 PM
youtube.com/watch?v=apSp...
👏🏾👏🏾👏🏾
Obama DESTROYS Trump in SURPRISE PUBLIC SPEECH
YouTube video by MeidasTouch
youtube.com
September 17, 2025 at 10:12 PM
Subquadratic 3SUM and Subcubic APSP | Discussion
Truly Subquadratic 3SUM and Truly Subcubic APSP via Triangles in Sparse Lopsided Graphs
We give the first polynomial improvements over the textbook algorithms for $3$SUM and All-Pairs Shortest Paths (APSP): we show how to deterministically solve $3$SUM on $n$ integers of polynomial size in $O(n^{1.9992})$ time and APSP on directed $n$-vertex graphs with polynomially bounded integer weights in $O(n^{2.9995})$ time. This refutes the $3$SUM and APSP hypotheses. Using known reductions, we also refute the real-valued versions of the $3$SUM and APSP hypotheses, the Exact Triangle hypothesis, the Zero-Weight $k$-Clique hypotheses, and the three rectangular hinted Online Matrix--Vector conjectures of van den Brand, Nanongkai, and Saranurak, and we give polynomial speedups for a variety of other problems. All of these results follow from a single new algorithm for thin matrix products. Let $X$ be an $N\times D$ integer matrix and $Y$ a $D\times N$ integer matrix with $D\le N^{1/18}$, and let $W$ be any set of at most $N^2/\sqrt D$ positions. We compute the entries $(XY)[I,J]$, $(I,J)\in W$, in $O(N^2/D^{0.063})$ operations, which is polynomially less than the time needed to write down $XY$ or to compute $N^2/\sqrt D$ inner products one by one. We design this algorithm by modifying a variant of Coppersmith's rectangular matrix multiplication algorithm, built from a ten-multiplication identity of Schönhage, to perform only the operations needed for the entries in $W$, and show that few operations are needed. Interpreted as a graph algorithm, this solves the All-Edges Sparse Triangle problem in truly subquadratic time on sparse lopsided tripartite graphs where two parts have $n$ vertices but one part has $n^{\varepsilon}$ vertices for $\varepsilon<0.12$. By known reductions, Exact Triangle, and hence $3$SUM and APSP, reduce to this problem. We also give a data structure version that answers queries for single entries of $XY$, not known in advance.
arxiv.org
October 6, 2026 at 5:40 PM
October 6, 2026 at 8:30 AM
the intro and conclusion are nicely presented and quite readable despite me not having any background in this
arxiv.org/abs/2610.067...
October 6, 2026 at 4:51 AM
Subquadratic 3SUM and Subcubic APSP (arxiv.org)

Discussion | Main Link
October 6, 2026 at 9:15 PM
diário de escrita APSP ~ uma thread necessária para essa escritora não surtar ~
September 26, 2023 at 8:36 PM
resilient and sustainable social protection systems.

This year’s discussions focus on empowerment, resilience and system sustainability, building on previous APSP events and the region’s continued efforts to strengthen social protection. 🧵
October 7, 2026 at 9:45 PM
Subquadratic 3SUM and Subcubic APSP

https://arxiv.org/abs/2610.06783
October 6, 2026 at 3:30 PM