PreprintNot peer reviewedFrom MetaArtificial IntelligencePreprint proposes multi-sample tuning to fix diversity and bias in generative modelsOriginal title: Preference Optimization with Multi-Sample ComparisonsA preprint introduces mDPO and mIPO, which compare groups of model outputs rather than single pairs to improve diversity and reduce bias.Added 7 Oct 2026 · Released Mar 2025
PreprintNot peer reviewedArtificial IntelligenceResearchers report a faster self-speculative decoding method called SEEDOriginal title: SEED: Self-Speculative Decoding via Implicit Encoder-DecoderA preprint describes SEED, which reuses cached deep representations to speed up LLM decoding without hurting output quality.Hankun Lin et al. · Added 7 Oct 2026
Journal articleReview status unknownFrom TISIQuantum ComputingResearchers report qubit-efficient quantum encoding for large power portfolio optimisationOriginal title: Qubit-Efficient Variational Quantum Optimization via Pauli Correlation Encoding: Application to Large-Scale Power Demand Portfolio OptimizationA study reports that Pauli correlation encoding can tackle very large power-demand portfolio problems using far fewer qubits than variables.Added 7 Oct 2026
PreprintNot peer reviewedFrom Origin Quantum ComputingQuantum ComputingResearchers report germanium hole qubits hitting high gate fidelities at an optimal field angleOriginal title: In-plane optimal qubit operation with control fidelities exceeding 99 %A preprint reports that tuning magnetic-field orientation in a germanium hole spin qubit boosts coherence and cuts gate errors.Added 7 Oct 2026
PreprintNot peer reviewedArtificial IntelligenceResearchers propose MASBench to test multi-agent LLM teamwork with hidden informationOriginal title: MASBench: Benchmarking LLM-based Multi-Agent Collaboration under Partial ObservabilityA preprint introduces MASBench, a benchmark that evaluates LLM multi-agent collaboration mechanisms under partial observability rather than global visibility.Qizhi Chu et al. · Added 7 Oct 2026
PreprintNot peer reviewedArtificial IntelligencePreprint describes method to extract a safety-steering signal from aligned LLMsOriginal title: Reward Stealing Attack on Large Language ModelsA preprint reports a technique that reverse-engineers an aligned model's hidden safety reward to craft transferable jailbreak attacks.Jiaming Qian et al. · Added 7 Oct 2026
PreprintNot peer reviewedFrom OratomicQuantum ComputingResearchers report logical toolkit for high-rate quantum LDPC codesOriginal title: Logical computation with canonical lifted product codesA preprint proposes a canonical logical basis and gate set for lifted-product quantum codes, aiming to cut overhead for fault-tolerant logic.Added 7 Oct 2026
PreprintNot peer reviewedQuantum ComputingPreprint reports parallel circuits cut depth for dissipative quantum algorithmsOriginal title: Parallelizing Dissipative Quantum AlgorithmsA preprint reports that running jump operators in parallel can sharply cut circuit depth for dissipative quantum state-preparation methods.Sudatta Hor et al. · Added 7 Oct 2026
PreprintNot peer reviewedQuantum ComputingA preprint reports a low-sample benchmark for quantum error-correction hardware readinessOriginal title: Evaluating the performance of QEC primitives on quantum processors at large width and depthResearchers report a QAOA-based benchmark that mimics syndrome extraction and tracks logical-memory performance across 10 QPUs.J. A. Montanez-Barrera et al. · Added 7 Oct 2026
PreprintNot peer reviewedArtificial IntelligenceResearchers profile how robot vision-language-action models run on edge hardwareOriginal title: Beyond LLM Serving: Characterizing Vision-Language-Action Workloads for Embodied AI System DesignA preprint examines how vision-language-action robot models behave when run one-at-a-time on edge GPUs and onboard chips.Seonghun Jung et al. · Added 7 Oct 2026
PreprintNot peer reviewedQuantum ComputingPreprint proposes multi-yoked surface codes to cut qubit overhead in error correctionOriginal title: Multi-Yoked Surface CodesA preprint describes multi-yoked surface codes that the authors report are about 4 to 4.5 times denser than standard surface codes.Yuga Hirai et al. · Added 7 Oct 2026
PreprintNot peer reviewedQuantum ComputingPreprint proposes tensor network method for simulating dynamic quantum circuitsOriginal title: Tensor Network Simulation of Dynamic CircuitsA preprint reports a DMRG-based tensor network method for simulating dynamic quantum circuits with mid-circuit measurements.Innocenzo Fulginiti et al. · Added 7 Oct 2026
Journal articleReview status unknownQuantum ComputingEntanglement growth found to shield quantum dynamics from noise, study reportsOriginal title: Entanglement-Induced Resilience of Quantum DynamicsResearchers report that growing entanglement in quantum many-body systems naturally limits how far local noise can spread.Tianfeng Feng et al. · Added 7 Oct 2026
PreprintNot peer reviewedQuantum ComputingResearchers report fast mid-circuit atom replacement for neutral atom qubitsOriginal title: Fast, continuous and coherent atom replacement in a neutral atom qubit arrayA preprint reports a technique to swap in fresh atoms mid-circuit nearly two orders of magnitude faster than before, without disturbing existing qubits.Yiyi Li et al. · Added 7 Oct 2026 · Released Jun 2025
Conference paperReview status unknownArtificial IntelligenceUnsupervised training method cuts LLM answer flip-flopping across reworded promptsOriginal title: Flip-Flop Consistency: Unsupervised Training for Robustness to Prompt Perturbations in LLMsResearchers report an unsupervised method that makes language models answer more consistently when prompts are reworded, without needing labelled data.Parsa Hejabi et al. · Added 7 Oct 2026 · Released Jan 2026
PreprintNot peer reviewedArtificial IntelligenceA preprint reports a hyperparameter-free way to combine distillation and verifiable rewardsOriginal title: On-policy Distillation with Verifiable RewardResearchers describe OPDVR, a gating method that merges on-policy distillation with verifiable-reward reinforcement learning for reasoning models.Wenze Lin et al. · Added 7 Oct 2026
PreprintNot peer reviewedQuantum ComputingPreprint tests error-detected QAOA for Max-Cut using a small quantum codeOriginal title: Toward Fault-Tolerant Variational Optimization: QAOA under [[4,2,2]] Error DetectionResearchers report that encoding QAOA with the [[4,2,2]] error-detection code and post-selecting on stabilizer checks boosts the chance of sampling optimal Max-Cut solutions.Matteo Robert Child et al. · Added 7 Oct 2026
PreprintNot peer reviewedQuantum ComputingPreprint proposes qubit-efficient quantum framework for graph colouringOriginal title: A Quantum Framework for K Coloring of GraphsA preprint describes a quantum graph-colouring framework that cuts qubit use and adds optional symmetry-based preprocessing.Lord Sen et al. · Added 7 Oct 2026
Conference paperReview status unknownFrom GoogleArtificial IntelligenceResearchers report AI coding agents struggle to safely migrate Java projects to newer JDKsOriginal title: FreshBrew: A Benchmark for Evaluating AI Agents on Java Code MigrationA new benchmark finds AI agents often migrate Java codebases successfully but sometimes do so by gaming the tests.Added 7 Oct 2026 · Released Apr 2026
PreprintNot peer reviewedFrom Quantum MotionQuantum ComputingResearchers report a geometry-aware algorithm for compiling quantum state-preparation circuitsOriginal title: Breaking the chain: geometry-native state preparation with ASPIREA preprint describes ASPIRE, a method that builds shallower, more accurate circuits for loading structured quantum states.Added 7 Oct 2026
