https://hackobar.com/item/arxiv-the-devil-is-in-the-reconstruction-loss-scale-rethinking-opt-7e23 HACKOBAR_ en 2026-10-02 MSE Optimization Behavior Analysis in Sequential LLM Quantization https://hackobar.com/item/arxiv-agent-evaluation-reliability-more-tasks-wont-always-fix-an-a-5fef HACKOBAR_ en 2026-10-02 Bayesian Framework Separates Model Signal from Scaffold Noise in Agent Benchmarks https://hackobar.com/item/arxiv-when-more-data-is-not-enough-the-context-sufficiency-frontie-c737 HACKOBAR_ en 2026-10-02 Context-Sufficiency Frontier Defines Optimal Personalization Data Volume https://hackobar.com/item/arxiv-resolve-reusing-candidate-reasoning-through-selective-genera-4986 HACKOBAR_ en 2026-10-02 ReSolve Reduces Token Consumption by 47% via Generative Moderation https://hackobar.com/item/arxiv-youra-a-persistent-state-architecture-for-evidence-traceable-3953 HACKOBAR_ en 2026-10-02 YouRA Architecture for Traceable and Stateful Autonomous Research https://hackobar.com/item/arxiv-cybernetic-and-epistemic-a-missing-vocabulary-for-trustworth-14d7 HACKOBAR_ en 2026-10-02 Addressing the Epistemic Gap in AI Code Delegation https://hackobar.com/item/arxiv-spatial-strategies-not-actions-vector-quantized-geodesics-as-57fc HACKOBAR_ en 2026-10-02 Vector-Quantized Geodesics Enable Spatial Reasoning in LLM Agents https://hackobar.com/item/arxiv-a-simple-doxastic-deontic-logic-for-norm-guided-decision-mak-b3c2 HACKOBAR_ en 2026-10-02 Doxastic Deontic Logic for Norm-Guided Autonomous Decision Making https://hackobar.com/item/arxiv-agspec-pushing-the-limits-of-retrieval-based-speculative-dec-72b0 HACKOBAR_ en 2026-10-02 AgSpec Framework Optimizes Speculative Decoding for Coding Agents https://hackobar.com/item/arxiv-or-for-ai-that-does-or-routing-llms-up-the-escalator-inside--11d2 HACKOBAR_ en 2026-10-02 OSCAR Framework Routes LLMs for Accurate Optimization Modeling https://hackobar.com/item/arxiv-emergent-unfaithfulness-how-alignment-training-causes-langua-1027 HACKOBAR_ en 2026-10-02 Alignment-Induced Unfaithfulness Causes Models to Silently Override Inputs https://hackobar.com/item/arxiv-worse-together-how-performance-breaks-down-in-multi-user-mul-b38b HACKOBAR_ en 2026-10-02 Multi-Agent Coordination Failure in Multi-User Shared Resource Environments https://hackobar.com/item/arxiv-capturing-in-context-learning-dynamics-with-task-operators-3409 HACKOBAR_ en 2026-10-02 Task Operator Replays In-Context Learning via Affine Transformations https://hackobar.com/item/arxiv-probe-with-participation-trophies-random-reward-rl-as-a-prob-e8d6 HACKOBAR_ en 2026-10-02 Random-Reward RL Probes LLM Reachability Beyond Current Performance https://hackobar.com/item/arxiv-madeleine-learning-involuntary-recall-for-conversational-mem-9b22 HACKOBAR_ en 2026-10-02 Madeleine: Amortized Conversational Memory via Simulated Lives https://hackobar.com/item/arxiv-pay-for-the-fault-not-the-flow-label-free-in-flow-multi-agen-c4c2 HACKOBAR_ en 2026-10-02 InFlowOp: Label-Free Optimization for Multi-Agent Workflows https://hackobar.com/item/arxiv-rules-amortize-pairings-dont-linguistic-structure-determines-f294 HACKOBAR_ en 2026-10-02 Amortizing In-Context Learning into Latent Task Representations https://hackobar.com/item/arxiv-it-takes-workflows-to-evolve-better-workflows-c2fe HACKOBAR_ en 2026-10-02 FloWright: Co-Evolving Multi-Agent Workflows via Hierarchical Rewards https://hackobar.com/item/hn-what-if-ai-worked-at-1000000-tokens-per-seconds-e379 HACKOBAR_ en 2026-10-03 Theoretical Bottlenecks of Million-Token-Per-Second Inference https://hackobar.com/item/arxiv-can-large-language-models-unlock-discrete-data-in-ophthalmic-b3d3 HACKOBAR_ en 2026-10-02 LLM Extraction Accuracy in Ophthalmic Diagnostic PDF Reports https://hackobar.com/item/arxiv-what-should-an-agent-remember-disentangling-retention-from-r-aa7e HACKOBAR_ en 2026-10-02 Decoupling Retention and Retrieval in Bounded-Memory Agent Evaluation https://hackobar.com/item/arxiv-distilling-directional-verification-4627 HACKOBAR_ en 2026-10-02 Directional Label Distillation for More Accurate LLM Knowledge Transfer https://hackobar.com/item/arxiv-calibration-risk-routing-for-controlled-world-model-adaptati-55d6 HACKOBAR_ en 2026-10-02 Model-Corrected World Models via Calibration-Risk Routing https://hackobar.com/item/arxiv-joingr-learning-to-traverse-join-graphs-for-table-retrieval-003e HACKOBAR_ en 2026-10-02 JoinGR Uses Join Graphs for Enhanced Table Retrieval https://hackobar.com/item/arxiv-mathematical-transfer-in-llms-follows-reasoning-approach-mor-cde1 HACKOBAR_ en 2026-10-02 Reasoning Approach Drives Better Mathematical Transfer than Topic https://hackobar.com/item/arxiv-beyond-leaderboards-tokenomics-of-agentic-small-language-mod-49d9 HACKOBAR_ en 2026-10-02 SLM Ensembles Outperform GPT-5.4 on IFEval via Agentic Workflows https://hackobar.com/item/arxiv-robust-nash-alignment-under-preference-uncertainty-a57b HACKOBAR_ en 2026-10-02 Robust Nash Alignment Protects Against Preference Uncertainty https://hackobar.com/item/arxiv-role-aware-heuristic-episodic-attention-for-conversational-l-be69 HACKOBAR_ en 2026-10-02 REA Framework Improves Conversational LLM Memory and Latency https://hackobar.com/item/gh-vllm-fix-m-rope-offset-double-count-in-qwen3-omni-7159 HACKOBAR_ en 2026-10-03 vLLM Fixes M-RoPE Offset Double-Counting in Qwen3-Omni https://hackobar.com/item/arxiv-how-divergence-becomes-decision-flips-in-compressed-language-353d HACKOBAR_ en 2026-10-02 Total Variation More Accurately Predicts Decision Flips in Compressed Models https://hackobar.com/item/arxiv-knowing-when-to-yield-grounded-arbitration-of-user-correctio-d608 HACKOBAR_ en 2026-10-02 GAVA Framework for Grounded Arbitration of User Corrections in Agents https://hackobar.com/item/arxiv-certainty-is-not-just-correctness-rethinking-token-level-cer-b645 HACKOBAR_ en 2026-10-02 Token-Level Certainty Weakens as a Proxy for LLM Correctness https://hackobar.com/item/arxiv-finding-the-right-fit-model-harness-interactions-across-agen-d10b HACKOBAR_ en 2026-10-02 Model Performance Variability Across 66 Agent-Harness Configurations https://hackobar.com/item/arxiv-efficient-task-adaptation-in-large-language-models-a-survey--45ad HACKOBAR_ en 2026-10-02 Taxonomy of Weight, Prompt, and Embedding-Based LLM Task Adaptation https://hackobar.com/item/arxiv-physicsmate-a-curriculum-grounded-bengali-benchmark-for-seco-910a HACKOBAR_ en 2026-10-02 PhysicsMate Benchmark Boosts Bengali Physics QA via LoRA Adaptation https://hackobar.com/item/arxiv-when-a-data-artifact-isnt-a-shortcut-causal-auditing-of-synt-b02e HACKOBAR_ en 2026-10-02 Causal Audit Reveals Synthetic Distractor Biases in RLVR Data https://hackobar.com/item/arxiv-robust-is-salient-an-informed-adversary-moves-the-optimal-si-8c41 HACKOBAR_ en 2026-10-02 Optimal Signaling Shifts to Salience Under Informed Adversaries https://hackobar.com/item/arxiv-memfit-efficient-long-term-agentic-memory-03fa HACKOBAR_ en 2026-10-02 MemFit Reduces LLM Agent Latency via LLM-Free Memory Operations https://hackobar.com/item/arxiv-deberta-conpara-attack-aware-and-deployment-realistic-detect-1ba9 HACKOBAR_ en 2026-10-02 DeBERTa-ConPara Achieves 99.61% AUROC for AI Text Detection https://hackobar.com/item/arxiv-compmat-bench-benchmarking-ai-agents-for-computational-mater-8bb5 HACKOBAR_ en 2026-10-02 CompMat-Bench Evaluates AI Agents in Computational Materials Science https://hackobar.com/item/arxiv-legal-text-classification-in-korean-sexual-offense-cases-fro-b576 HACKOBAR_ en 2026-10-02 Domain-Specific Fine-Tuning Outperforms GPT-4 in Korean Legal Classification https://hackobar.com/item/arxiv-comedic-fools-gold-reward-exploits-and-countermeasures-in-co-de94 HACKOBAR_ en 2026-10-02 Reward Exploits and Countermeasures in Conversational Humor Training https://hackobar.com/item/arxiv-verbalized-and-internal-probabilities-are-coupled-in-large-l-f7af HACKOBAR_ en 2026-10-02 Decoupling of Internal and Verbalized Probabilities in Large Language Models https://hackobar.com/item/arxiv-kepler-auditable-world-models-for-arc-agi-3-a9ac HACKOBAR_ en 2026-10-02 Kepler Framework Achieves 100% RHAE on ARC-AGI-3 via Auditable World Models https://hackobar.com/item/arxiv-explainable-suicide-risk-assessment-on-social-media-with-mul-f4cd HACKOBAR_ en 2026-10-02 Multi-Task QLoRA for Explainable Suicide Risk Assessment https://hackobar.com/item/arxiv-scientific-agents-evaluating-profession-specific-system-prom-fe58 HACKOBAR_ en 2026-10-02 Profession-Specific System Prompts Do Not Improve Science Accuracy https://hackobar.com/item/arxiv-sequential-functional-structured-tucker-compression-for-larg-51e7 HACKOBAR_ en 2026-10-02 FTC Sequential Compression Reduces LLM Attention Perplexity https://hackobar.com/item/arxiv-reason-in-style-discovering-and-controlling-style-in-languag-8313 HACKOBAR_ en 2026-10-02 Separating Content and Style for Improved Math Reasoning https://hackobar.com/item/reddit-i-leaked-a-deliberately-wrong-answer-key-to-an-llm-and-told--443e HACKOBAR_ en 2026-10-02 LLMs Frequently Follow Contradictory Instructions and Deny Using Prohibited Data https://hackobar.com/item/arxiv-ontology-grounded-reasoner-verified-benchmarks-for-evaluatin-9308 HACKOBAR_ en 2026-10-02 Automated Generation of Ontology-Grounded Reasoning Benchmarks