Quantum gravity represents the frontier where the very large meets the very small, attempting to unify Einstein's theory of gravity with the strange rules of quantum mechanics. This field explores the fundamental fabric of spacetime, seeking to understand how the universe behaves at its most extreme scales, from the heart of black holes to the moment of the Big Bang. Because these concepts often involve complex mathematics, they can feel distant to non-specialists, yet they hold the key to a complete picture of physical reality.

At Gist.Science, we bridge this gap by processing every new preprint in this category directly from arXiv. Our team provides both plain-language explanations and detailed technical summaries for each paper, ensuring that groundbreaking research is accessible to everyone, from curious students to seasoned researchers. Below are the latest papers in quantum gravity, offering fresh insights into the nature of our cosmos.

⚛️ general relativity

LLMs with in-context learning for Algorithmic Theoretical Physics

This paper demonstrates that a frontier Large Language Model (Claude) interfaced with a computer algebra system (Maple) and enhanced with in-context learning via worked examples can reliably execute complex algorithmic computations in theoretical physics, specifically for cosmological perturbations in modified gravity theories, while also identifying current limitations and improvement strategies.

Anamaria Hell, Leander Thiele2026-05-12
⚛️ nuclear theory

Non-Parametric Equation of State Reveals Non-Conformal Behavior Beyond Neutron Star Densities

This paper proposes a non-parametric equation of state that reveals non-conformal behavior beyond neutron star densities, characterized by an early stiffening followed by extended softening to satisfy observational and theoretical constraints, thereby providing evidence for a hadron-quark phase transition in the cores of massive neutron stars.

Yong-Jia Huang, Shao-Peng Tang, Yi-Zhong Fan2026-05-12
⚛️ general relativity

Efficient and Stable Computation of Gravitational-Wave Fluxes from Generic Kerr Orbits via a Unified HeunC Framework

This paper introduces a unified HeunC framework that reformulates the Teukolsky equations to compute gravitational-wave fluxes from generic Kerr orbits with high precision and efficiency, achieving relative errors of 10−1110^{-11} while reducing computational costs by factors of 2–10 compared to existing state-of-the-art methods.

Changkai Chen, Zhoujian Cao, Jiliang Jing2026-05-12
⚛️ high-energy theory

Taming the infrared in de Sitter space: autonomous equations, stochastic approach, and Borel resummation

This paper investigates the divergent perturbative series of correlation functions for a massless, self-interacting scalar field in de Sitter space by applying autonomous equations to both the original series and their Borel-Le Roy transforms, demonstrating that the latter approach yields results that substantially better match the stochastic picture while also offering new derivations and methods for extracting perturbative coefficients.

Alexander Kamenshchik, Polina Petriakova, Tereza Vardanyan2026-05-12