https://hackobar.com/item/hn-01-knapsack-problem-in-pytorch-6d13 HACKOBAR_ en 2026-10-14 New PyTorch Knapsack Solver Reduces Peak RAM Usage by 20x https://hackobar.com/item/arxiv-the-world-wont-wait-evaluating-and-teaching-agents-under-a-l-c3d0 HACKOBAR_ en 2026-10-16 RealtimeBench and TORSI Evaluate Agents in Time-Sensitive Environments https://hackobar.com/item/arxiv-the-density-of-thought-predicting-and-steering-reasoning-in--c874 HACKOBAR_ en 2026-10-16 Predicting LLM Reasoning Correctness via Information Density Metrics https://hackobar.com/item/arxiv-temporal-specification-guidance-for-text-to-video-generation-6839 HACKOBAR_ en 2026-10-16 Temporal Specification Guidance for Controlled Text-to-Video Generation https://hackobar.com/item/arxiv-system1-arena-which-decisions-can-be-left-to-system-1-9eab HACKOBAR_ en 2026-10-16 System1-Arena Benchmarks Discrete Decisions vs Generative Reasoning https://hackobar.com/item/arxiv-stop-training-against-soft-users-mentalized-adversarial-self-fdd9 HACKOBAR_ en 2026-10-16 MASP Framework Uses Adversarial Self-Play to Train Robust Dialogue Agents https://hackobar.com/item/hf-mine-sample-render-test-time-diversity-alignment-of-generati-6c28 HACKOBAR_ en 2026-10-15 MSR Framework Improves Generative Model Diversity via Test-Time Alignment https://hackobar.com/item/reddit-that-didnt-take-long-claude-haiku-45-is-leaving-the-model-se-a100 HACKOBAR_ en 2026-10-16 Claude Haiku 4.5 Scheduled for Removal from Model Selector https://hackobar.com/item/arxiv-stepsafe-learning-timely-intervention-with-context-aware-saf-735f HACKOBAR_ en 2026-10-16 StepSafe Training Framework Improves Timely Intervention in Agentic Systems https://hackobar.com/item/arxiv-skillneo-non-elitist-evolutionary-optimization-of-agent-skil-6fbc HACKOBAR_ en 2026-10-16 SkillNEO Uses Non-Elitist Evolutionary Optimization to Refine Agent Skills https://hackobar.com/item/arxiv-ship-structured-and-hierarchical-insight-with-privacy-fa84 HACKOBAR_ en 2026-10-16 SHIP Framework Enables Differentially Private Structured and Hierarchical Insights https://hackobar.com/item/arxiv-scipivot-benchmarking-principal-investigator-judgment-at-piv-6c06 HACKOBAR_ en 2026-10-16 SciPivot Benchmark Evaluates Scientific Judgment in Autonomous Research Agents https://hackobar.com/item/arxiv-same-context-different-agents-a-behavioral-study-of-semantic-a0cf HACKOBAR_ en 2026-10-16 Context Engineering Techniques Shape Data Agent Behavior and Accuracy https://hackobar.com/item/arxiv-rubric-judgments-lack-uncertainty-conformal-weighting-for-ll-a7be HACKOBAR_ en 2026-10-16 Uncertainty-aware Rubric Weighting for LLM Evaluation https://hackobar.com/item/arxiv-reviewpilot-a-multi-agent-system-for-screening-and-data-extr-0774 HACKOBAR_ en 2026-10-16 ReviewPilot Automates Systematic Literature Review PRISMA Workflows https://hackobar.com/item/arxiv-reference-guided-turn-taking-style-transfer-for-full-duplex--0973 HACKOBAR_ en 2026-10-16 Initiative Vector Controls Turn-Taking in Full-Duplex Spoken Models https://hackobar.com/item/arxiv-recursive-reward-improvement-via-adversarial-meta-prompt-evo-a3d9 HACKOBAR_ en 2026-10-16 Recursive Reward Improvement via Adversarial Meta-Prompt Evolution https://hackobar.com/item/reddit-i-went-from-exhausting-claude-codes-weekly-limits-in-2-days--89a7 HACKOBAR_ en 2026-10-16 Optimizing Claude Code Usage via Orchestration and Context Reduction https://hackobar.com/item/arxiv-rac-a-relational-agent-contract-for-constraint-governed-engi-f165 HACKOBAR_ en 2026-10-16 Relational Agent Contract (RAC) Achieves 90.9% Success in PCB Engineering Tasks https://hackobar.com/item/arxiv-prune-the-summary-not-the-history-source-judged-compaction-f-1644 HACKOBAR_ en 2026-10-16 Source-Judged Compaction Prevents Hallucinations in Long-Horizon Agent Summaries https://hackobar.com/item/arxiv-probe-and-resume-when-and-how-to-evaluate-agent-execution-16ff HACKOBAR_ en 2026-10-16 Critic Invocation Policy Improves Agent Evaluation in Terminal Environments https://hackobar.com/item/arxiv-prism-transfer-and-limits-of-activation-interventions-in-too-8af7 HACKOBAR_ en 2026-10-16 Cross-Lingual Activation Interventions Reduce Llama-3.1-8B Tool-Calling Violations https://hackobar.com/item/arxiv-prism-privileged-sibling-guided-multi-agent-topology-design-0b71 HACKOBAR_ en 2026-10-16 PRISM Uses Privileged Sibling Guidance for Multi-Agent Topology Design https://hackobar.com/item/arxiv-premisecheck-efficient-fact-checking-of-human-and-ai-peer-re-2baa HACKOBAR_ en 2026-10-16 PremiseCheck Framework for Efficient Peer Review Fact-Checking https://hackobar.com/item/arxiv-planning-commitment-of-llm-under-partial-observability-70e6 HACKOBAR_ en 2026-10-16 Characterizing Planning Commitment Trade-offs in LLM Agents https://hackobar.com/item/arxiv-pedbench-can-speech-models-detect-phonetic-errors-1390 HACKOBAR_ en 2026-10-16 PEDBench Benchmark for Phonetic Error Detection in Speech Models https://hackobar.com/item/arxiv-open-world-ai-a-tale-of-three-requirements-13b3 HACKOBAR_ en 2026-10-16 Three Core Requirements for Open-World AI Systems https://hackobar.com/item/arxiv-one-bias-score-two-factors-how-mitigations-affect-option-bia-9494 HACKOBAR_ en 2026-10-16 Quantifying Option Bias via Flip Rate and Positional Skew https://hackobar.com/item/reddit-nvidianvidia-nemotron-labs-dory10-4b-bf16-hugging-face-6e99 HACKOBAR_ en 2026-10-17 NVIDIA Releases Nemotron-Labs-Dory 4B BF16 Model https://hackobar.com/item/arxiv-omicsbench-a-long-horizon-multi-turn-benchmark-of-ai-agents--910c HACKOBAR_ en 2026-10-16 OmicsBench Evaluates Long-Horizon AI Agents in Bioinformatics https://hackobar.com/item/arxiv-msp-modality-self-play-for-training-multimodal-llms-without--19f7 HACKOBAR_ en 2026-10-16 MSP Framework Enables Multimodal Training Without Paired Data https://hackobar.com/item/arxiv-mine-sample-render-test-time-diversity-alignment-of-generati-efa0 HACKOBAR_ en 2026-10-16 MSR Improves Generative Model Diversity via Test-Time Corpus Alignment https://hackobar.com/item/arxiv-memscope-evolving-agent-memory-architectures-through-localiz-a630 HACKOBAR_ en 2026-10-16 MemScope Framework for Localized Agent Memory Architecture Evolution https://hackobar.com/item/hn-ultramarine-1-flash-frontier-model-100x-cheaper-fba9 HACKOBAR_ en 2026-10-14 Ultramarine 1 Flash Claims High Performance at 60x Lower Cost https://hackobar.com/item/arxiv-memcomposer-learning-to-assemble-memories-for-llm-agents-via-f580 HACKOBAR_ en 2026-10-16 MemComposer Optimizes LLM Agent Memory via GRPO-Based RL https://hackobar.com/item/arxiv-meddex-a-retrieval-augmented-llama-3-system-with-gemini-visi-dce1 HACKOBAR_ en 2026-10-16 MeddeX Combines LLaMA-3 RAG and Gemini Vision for Medical Reports https://hackobar.com/item/arxiv-mallea-building-steering-and-memorizing-worlds-with-coding-a-2bd8 HACKOBAR_ en 2026-10-16 Mallea System Uses Coding Agents to Build Text-Driven World Models https://hackobar.com/item/arxiv-making-every-stage-of-medical-device-document-assessment-wit-e879 HACKOBAR_ en 2026-10-16 LLM Non-Determinism Found in Medical Device Document Assessment https://hackobar.com/item/arxiv-mai-gym-an-open-all-in-one-platform-for-gui-agent-evaluation-dba8 HACKOBAR_ en 2026-10-16 MAI-Gym Platform Unifies GUI Agent RL Training and Evaluation https://hackobar.com/item/arxiv-lev-thinking-fast-and-deep-with-looped-decision-models-24bd HACKOBAR_ en 2026-10-16 LEV Decision Model Increases Accuracy via Layer Looping https://hackobar.com/item/arxiv-learning-when-to-withdraw-curriculum-coverage-and-rule-speci-ed6c HACKOBAR_ en 2026-10-16 Enriched Curriculum Improves Agent Withdrawal Recall in Tool-Using Tasks https://hackobar.com/item/arxiv-learning-to-read-out-unembedding-dynamics-in-language-model--0800 HACKOBAR_ en 2026-10-16 Unembedding Dynamics Reveal Capability Emergence Before Model Output https://hackobar.com/item/arxiv-l2g-sr-learning-to-guide-llm-based-symbolic-regression-0df8 HACKOBAR_ en 2026-10-16 L2G-SR Uses Structural Verifiers to Improve LLM Symbolic Regression https://hackobar.com/item/arxiv-kolab-benchmarking-human-agent-collaboration-in-long-horizon-d56c HACKOBAR_ en 2026-10-16 Kolab Dataset Benchmarks Human-Agent Collaboration in Professional Workflows https://hackobar.com/item/arxiv-jev-as-a-judge-for-rag-claim-verification-confidence-gated-c-8ef1 HACKOBAR_ en 2026-10-16 Non-Generative Verifier Matches Frontier LLMs at 187x Lower Cost https://hackobar.com/item/arxiv-ineqagent-agentic-inequality-proving-in-lean-with-symbolic-c-45cf HACKOBAR_ en 2026-10-16 IneqAgent Achieves 94.09% Success in Lean Inequality Proving https://hackobar.com/item/arxiv-grads-graph-regulated-agentic-data-synthesis-with-controllab-0ce6 HACKOBAR_ en 2026-10-16 GRADS Framework Synthesizes Agentic Data with Graph-Regulated Difficulty https://hackobar.com/item/hf-eva-cap-optimizing-audiovisual-video-captioning-via-event-ce-355a HACKOBAR_ en 2026-10-15 EVA-Cap Uses Event-Centric Alignment for Video Captioning https://hackobar.com/item/arxiv-from-observation-to-intervention-distilling-self-generated-i-fa4b HACKOBAR_ en 2026-10-16 ECI2D Uses Causal Intervention to Distill Faithful ICL Demonstrations https://hackobar.com/item/arxiv-from-long-context-to-selective-memorya-survey-of-memory-cent-9b13 HACKOBAR_ en 2026-10-16 Survey of Memory-Centric Compression for Long-Context LLMs