53 citations · 133 across the 8 of their papers we have counts for
8 papers
WeatherMesh-3: Fast and accurate operational global weather forecasting
Haoxing Du, Lyna Kim, Joan Creus-Costa +5
We present WeatherMesh-3 (WM-3), an operational transformer-based global weather forecasting system that improves the state of the art in both accuracy and computational efficiency…
Measuring AI Ability to Complete Long Software Tasks
Thomas Kwa, Ben West, Joel Becker +23
Despite rapid progress on AI benchmarks, the real-world meaning of benchmark performance remains unclear. To quantify the capabilities of AI systems in terms of human capabilities,…
Unifying Simulation and Inference with Normalizing Flows
Haoxing Du, Claudius Krause, Vinicius Mikuni +3
There have been many applications of deep neural networks to detector calibrations and a growing number of studies that propose deep generative models as automated fast detector si…
Evaluating Language-Model Agents on Realistic Autonomous Tasks
Megan Kinniment, Lucas Jun Koba Sato, Haoxing Du +10
In this report, we explore the ability of language model agents to acquire resources, create copies of themselves, and adapt to novel challenges they encounter in the wild. We refe…
Uniqueness of noncontextual models for stabilizer subtheories
David Schmid, Haoxing Du, John H. Selby +1
We give a complete characterization of the (non)classicality of all stabilizer subtheories. First, we prove that there is a unique nonnegative and diagram-preserving quasiprobabili…
Fisher information as a probe of spacetime structure: Relativistic quantum metrology in (A)dS
Haoxing Du, Robert B. Mann
Relativistic quantum metrology studies the maximal achievable precision for estimating a physical quantity when both quantum and relativistic effects are taken into account. We stu…
Postquantum common-cause channels: the resource theory of local operations and shared entanglement
David Schmid, Haoxing Du, Maryam Mudassar +3
We define the type-independent resource theory of local operations and shared entanglement (LOSE). This allows us to formally quantify postquantumness in common-cause scenarios suc…
Emergent geometry from stochastic dynamics, or Hawking evaporation in M(atrix) theory
Haoxing Du, Vatche Sahakian
We develop an microscopic model of the M-theory Schwarzschild black hole using the Banks-Fischler-Shenker-Susskind Matrix formulation of quantum gravity. The underlying dynamics is…