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◌ Quantum Computing Apr 23, 2026
Semi-device-independent self-testing of unitary operations

arXiv:2604.19911v1 Announce Type: new Abstract: We present a hitherto unexplored semi-device-independent (SDI) self-testing protocol designed to certify unitary operations within a variant of prepare-…

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◌ Quantum Computing Apr 23, 2026
Quantum-to-Classical Computability Transition via Negative Markov Chains

arXiv:2604.19889v1 Announce Type: new Abstract: We develop a recently introduced representation of quantum dynamics based on sampling negative Markov chain processes. By introducing particles and anti…

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◌ Quantum Computing Apr 23, 2026
Measurement and feedback-driven adaptive dynamics in the classical and quantum kicked top

arXiv:2604.19874v1 Announce Type: new Abstract: In classical dynamical systems, stochastic feedback can stabilize otherwise unstable periodic orbits, giving rise to distinct controlled and uncontrolle…

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◌ Quantum Computing Apr 23, 2026
Co-Designing Error Mitigation and Error Detection for Logical Qubits

arXiv:2604.19871v1 Announce Type: new Abstract: Near-term quantum workloads demand error management, yet the two lightest-weight techniques, Quantum Error Detection (QED) and Probabilistic Error Cance…

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◌ Quantum Computing Apr 23, 2026
Practical HPCQC Integration with QDMI: A Real-Hardware Case Study with IQM Systems

arXiv:2604.19869v1 Announce Type: new Abstract: Quantum computers are moving into HPC centers, and the main challenge is now integration rather than pure hardware access. Many current software paths s…

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◌ Quantum Computing Apr 23, 2026
Bootstrapping Open Quantum Many-body Systems with Absorbing Phase Transitions

arXiv:2604.19862v1 Announce Type: new Abstract: We demonstrate that combining the positivity of density matrices with steady-state conditions yields a systematic bootstrap method for studying open qua…

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◌ Quantum Computing Apr 23, 2026
Toward designing workload-aware Surface Code Architectures

arXiv:2604.19855v1 Announce Type: new Abstract: Practical quantum advantage is expected to depend on fault-tolerant quantum computing, although the architectural overhead needed to support fault toler…

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◌ Quantum Computing Apr 23, 2026
Quantum $f$-divergences via Nussbaum-Szko{\l}a Distributions in Semifinite von Neumann Algebras

arXiv:2604.19853v1 Announce Type: new Abstract: In this article, we prove that the quantum $f$-divergence between two normal states on a semifinite von~Neumann algebra is equal to the classical $f$-di…

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◌ Quantum Computing Apr 23, 2026
Option Pricing on Noisy Intermediate-Scale Quantum Computers: A Quantum Neural Network Approach

arXiv:2604.19832v1 Announce Type: new Abstract: In a global derivatives market with notional values in the hundreds of trillions of dollars, the accuracy and efficiency of pricing models are of fundam…

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◌ Quantum Computing Apr 23, 2026
Quantum Integrated High-Performance Computing: Foundations, Architectural Elements and Future Directions

arXiv:2604.19814v1 Announce Type: new Abstract: High-performance computing (HPC) has evolved over decades through multiple architectural transitions, from vector supercomputers to massively parallel C…

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◬ AI & Machine Learning Apr 23, 2026
CreativeGame:Toward Mechanic-Aware Creative Game Generation

arXiv:2604.19926v1 Announce Type: new Abstract: Large language models can generate plausible game code, but turning this capability into \emph{iterative creative improvement} remains difficult. In pra…

arXiv AI Read →
◬ AI & Machine Learning Apr 23, 2026
Learning When Not to Decide: A Framework for Overcoming Factual Presumptuousness in AI Adjudication

arXiv:2604.19895v1 Announce Type: new Abstract: A well-known limitation of AI systems is presumptuousness: the tendency of AI systems to provide confident answers when information may be lacking. This…

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◬ AI & Machine Learning Apr 23, 2026
Deconstructing Superintelligence: Identity, Self-Modification and Diff\'erance

arXiv:2604.19845v1 Announce Type: new Abstract: Self-modification is often taken as constitutive of artificial superintelligence (SI), yet modification is a relative action requiring a supplement outs…

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◬ AI & Machine Learning Apr 23, 2026
Resolving space-sharing conflicts in road user interactions through uncertainty reduction: An active inference-based computational model

arXiv:2604.19838v1 Announce Type: new Abstract: Understanding how road users resolve space-sharing conflicts is important both for traffic safety and the safe deployment of autonomous vehicles. While …

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◬ AI & Machine Learning Apr 23, 2026
Forage V2: Knowledge Evolution and Transfer in Autonomous Agent Organizations

arXiv:2604.19837v1 Announce Type: new Abstract: Autonomous agents operating in open-world tasks -- where the completion boundary is not given in advance -- face denominator blindness: they systematica…

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◬ AI & Machine Learning Apr 23, 2026
JTPRO: A Joint Tool-Prompt Reflective Optimization Framework for Language Agents

arXiv:2604.19821v1 Announce Type: new Abstract: Large language model (LLM) agents augmented with external tools often struggle as number of tools grow large and become domain-specific. In such setting…

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◬ AI & Machine Learning Apr 23, 2026
Emergence Transformer: Dynamical Temporal Attention Matters

arXiv:2604.19816v1 Announce Type: new Abstract: The Transformer, a breakthrough architecture in artificial intelligence, owes its success to the attention mechanism, which utilizes long-range interact…

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◬ AI & Machine Learning Apr 23, 2026
Large Language Models Meet Biomedical Knowledge Graphs for Mechanistically Grounded Therapeutic Prioritization

arXiv:2604.19815v1 Announce Type: new Abstract: Drug repurposing is often framed as a candidate identification task, but existing approaches provide limited guidance for distinguishing biologically pl…

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◬ AI & Machine Learning Apr 23, 2026
The Existential Theory of Research: Why Discovery Is Hard

arXiv:2604.19810v1 Announce Type: new Abstract: Can scientific discovery be made arbitrarily easy by choosing the right representation, collecting enough data, and deploying sufficiently powerful algo…

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◬ AI & Machine Learning Apr 23, 2026
MIRROR: A Hierarchical Benchmark for Metacognitive Calibration in Large Language Models

arXiv:2604.19809v1 Announce Type: new Abstract: We introduce MIRROR, a benchmark comprising eight experiments across four metacognitive levels that evaluates whether large language models can use self…

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◬ AI & Machine Learning Apr 23, 2026
Skyline-First Traversal as a Control Mechanism for Multi-Criteria Graph Search

arXiv:2604.19807v1 Announce Type: new Abstract: In multi-criteria graph traversal, paths are compared via Pareto dominance, an ordering that identifies which paths are non-dominated, but says nothing …

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◬ AI & Machine Learning Apr 23, 2026
The AI Telco Engineer: Toward Autonomous Discovery of Wireless Communications Algorithms

arXiv:2604.19803v1 Announce Type: new Abstract: Agentic AI is rapidly transforming the way research is conducted, from prototyping ideas to reproducing results found in the literature. In this paper, …

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◬ AI & Machine Learning Apr 23, 2026
Prism: An Evolutionary Memory Substrate for Multi-Agent Open-Ended Discovery

arXiv:2604.19795v1 Announce Type: new Abstract: We introduce \prism{} (\textbf{P}robabilistic \textbf{R}etrieval with \textbf{I}nformation-\textbf{S}tratified \textbf{M}emory), an evolutionary memory …

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◬ AI & Machine Learning Apr 23, 2026
Handbook of Rough Set Extensions and Uncertainty Models

arXiv:2604.19794v1 Announce Type: new Abstract: Rough set theory models uncertainty by approximating target concepts through lower and upper sets induced by indiscernibility, or more generally, by gra…

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