3 papers
cs.DS2026
The Impact of Approximation on Algorithmic Progress
Jeffery Li, Jayson Lynch, Liva Olina +3
In nearly every discipline, scientific computations are limited by the cost and speed of computation. For example, the best-known exact algorithms for the canonical Traveling Sales…
cs.DS2025
How fast are algorithms reducing the demands on memory? A survey of progress in space complexity
Hayden Rome, Jayson Lynch, Jeffery Li +2
Algorithm research focuses primarily on how many operations processors need to do (time complexity). But for many problems, both the runtime and energy used are dominated by memory…
cs.LG2025
Humanity's Last Exam
Long Phan, Alice Gatti, Ziwen Han +1144
Benchmarks are important tools for tracking the rapid advancements in large language model (LLM) capabilities. However, benchmarks are not keeping pace in difficulty: LLMs now achi…