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.
1362 papers reviewed by authors · 1011–1020 / 1362
This paper proposes and experimentally demonstrates a "squeezing-induced stochastic resonance" method in a trapped ion system that amplifies weak electric-field signals by converting squeezed phase noise into amplitude fluctuations, achieving a 4.28 dB signal-to-noise ratio improvement over conventional noise-induced stochastic resonance without requiring an auxiliary noise source.
This paper demonstrates that self-play reinforcement learning agents undergo a sharp, reversible collapse into near-maximal loss only when all positive-reach contingent decisions are eliminated, establishing a structural threshold where preserving even a single such decision prevents catastrophic convergence driven by co-adaptation under constraint.
SKG-Eval is a novel, interpretable framework that evaluates multi-turn dialogue systems by incrementally constructing a Semantic Knowledge Graph to detect long-range inconsistencies and contradictions through structured state tracking, achieving higher correlation with human judgments than existing flat or turn-isolated metrics.
This paper rigorously proves that for finite-range potentials featuring an inner repulsive core and an outer attractive tail, the effective range remains strictly positive whenever the scattering length exceeds the potential's range, thereby providing a fundamental constraint on using the sign of the effective range to distinguish exotic hadron configurations.
This study employs density functional theory to demonstrate that dynamically stable 2D homo bilayer NbOX2 (X=Cl, Br, I) materials exhibit tunable band gaps, high anisotropic carrier mobility, and strong visible-to-UV light absorption, making them promising candidates for efficient photocatalytic water splitting.
This paper demonstrates that while polarizing news content reliably increases user engagement, it fails to drive subscriptions and can actively harm retention during high-salience political periods, revealing a critical economic trade-off for digital publishers where attention does not equate to commitment.
This paper replicates and extends Spracklen et al.'s 2025 study on LLM package hallucinations using five 2026 frontier models, revealing that while hallucination rates have significantly decreased and inter-model variance has narrowed, a persistent threat remains characterized by a newly identified set of 127 model-agnostic hallucinated package names and distinct cross-ecosystem and cross-model behavioral patterns.
This paper demonstrates that nonlinear electrodynamics significantly alters photon propagation in magnetars, causing approximately 10% errors in inferred stellar radii and inducing systematic timing delays of ~350 ns that exceed current mission resolutions, thereby necessitating corrections for high-precision neutron star mass and radius measurements.
The paper introduces UPSim, a scalable, semi-deterministic propagation simulator that leverages 3D building geometry and shadow projection to generate spatially consistent FR3 air-to-ground channel maps for UAV networks, offering a computationally efficient alternative to full ray tracing while maintaining high accuracy for mobility-aware planning.
This paper introduces UrduSpeech, a large-scale, high-fidelity Urdu speech corpus containing 156 hours of audio with 12-dimensional paralinguistic annotations and a standardized benchmark, developed through an LLM-driven pipeline to address the language's under-resourced status in speech technology.