Papers where the original authors have engaged with our plain-language explanation.
For every paper on this page, at least one of the original authors has seen our plain-language explanation and engaged with it — either confirming it reads accurately or requesting corrections that we then applied. An endorsement does not mean the authors formally approve every sentence, but it does mean the explanation has passed the eyes of the people who wrote the paper.
438 papers reviewed by authors · 371–380 / 438
This work proposes and demonstrates that Progressive Diverse Population Sampling (PDPS), a method that uncovers hidden vulnerabilities by shifting focus from rephrasing inputs to systematically and efficiently sampling high quality diverse model outputs, can expose a broad range of suppressed unsafe knowledge in LLMs at a significantly lower computational cost than traditional methods.
This paper systematically evaluates the faithfulness of closed-source large language models in medical reasoning through black-box perturbation probes and human assessments, revealing that their chain-of-thought explanations often fail to causally drive predictions and are susceptible to external hints, thereby highlighting the critical need to prioritize faithfulness over mere accuracy for safe clinical deployment.
This paper demonstrates a quantum advantage in strong coin flipping—a cryptographic primitive for distrustful parties—by experimentally implementing a protocol using a deterministic quantum dot single-photon source that outperforms both classical methods and previous faint-laser pulse implementations.
This paper generalizes the free field construction of Heterotic string models from Gepner points to all Calabi-Yau manifolds of Berglund-Hubsch type by utilizing the Batyrev-Borisov combinatorial approach to define vertex operators via Borisov differentials and derive particle spectrum representations directly from reflexive Batyrev polytopes.
This paper investigates the collective fluctuations of an ensemble of independent scaled Brownian particles subject to renewal resetting, revealing that the system radius follows Gumbel statistics while the center of mass exhibits anomalous large deviations driven by a "big jump" effect for .
This paper introduces Randomly Modulated Gaussian Processes as a unifying framework that generalizes diverse anomalous diffusion models in heterogeneous media, enabling systematic statistical characterization, deriving key metrics for experimental classification, and facilitating biophysical interpretations of single-particle trajectories.
This paper employs time-dependent Landauer-Büttiker transport theory to analyze current cross-correlations in Majorana zero mode nanowire junctions, deriving a heuristic formula for electron traversal times and proposing a time-resolved transport measurement to experimentally distinguish genuine Majorana bound states from spurious ones.
This paper provides a comprehensive empirical investigation to definitively resolve conflicting claims about the linear separability of the MNIST handwritten digits dataset by systematically analyzing pairwise and one-vs-rest separability across training, test, and combined sets.
Using a spectroscopic sample of ~3,800 galaxies at redshifts z~1–9 from JWST and HST data, this study reveals that UV-optical dust attenuation curves become significantly flatter with increasing redshift and attenuation, suggesting that early-universe dust is dominated by large grains from supernovae with limited interstellar medium processing.
This paper proposes that JWST's "Little Red Dots" are short-lived, heavily obscured phases resulting from rapid baryonic inflow within the deep solitonic cores of fuzzy dark matter halos with particle masses around eV, a scenario supported by hydrostatic analysis and Schrödinger-Poisson simulations of soliton mergers.