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HACKOBAR_ en 2026-10-19 Token-Set Choice Errors Inflate VLM Hallucination Benchmarks https://hackobar.com/item/hf-text-to-image-generative-modeling-without-language-pretraini-533c HACKOBAR_ en 2026-10-19 Halcyon Enables Text-to-Image Generation Without Language Pretraining https://hackobar.com/item/hf-realitybench-simulated-environments-to-evaluate-a-vision-lan-47bc HACKOBAR_ en 2026-10-09 RealityBench Evaluates VLMs on Physical Human Work Documentation https://hackobar.com/item/hf-policy-is-not-capability-some-safety-benchmarks-measure-whic-471f HACKOBAR_ en 2026-10-18 Safety Benchmarks Confounded by Training Policy Definitions https://hackobar.com/item/hf-harnessing-textual-refusal-directions-for-multimodal-safety-e662 HACKOBAR_ en 2026-10-16 MARS Uses Textual Refusal Directions for Multimodal Safety https://hackobar.com/item/hf-finesplat-fine-patches-local-groups-detailed-splats-ff2e HACKOBAR_ en 2026-10-18 FineSplat Uses Dual-Grouping for Detailed 3D Gaussian Splatting 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HACKOBAR_ en 2026-10-19 RoboValue Benchmark Evaluates Robotic Value Models in Sim and Real https://hackobar.com/item/hf-specmrl-redesign-matryoshka-representation-learning-within-p-0329 HACKOBAR_ en 2026-10-19 SpecMRL Improves Matryoshka Representation Learning via Spectral Basis https://hackobar.com/item/hf-memt-10-towards-memory-native-evolution-1b67 HACKOBAR_ en 2026-10-19 MemT-1.0 Architecture Internalizes Memory via Gated DeltaNet-2 https://hackobar.com/item/newsletter-2026-10-20-ai-debutant-s-flameout-stokes-fears-the-boom-is-e HACKOBAR_ en 2026-10-20 Elice AI Data Center IPO Shares Drop 32% on Debut https://hackobar.com/item/reddit-claude-rechecked-a-physicists-year-of-phd-math-in-10-hours-a-e69b HACKOBAR_ en 2026-10-20 Claude identifies sign error in year-long PhD physics derivation https://hackobar.com/item/hn-why-is-speculative-decoding-fast-40d2 HACKOBAR_ en 2026-10-19 Analyzing FLOP Increases in Speculative Decoding Efficiency https://hackobar.com/item/hn-deepseek-just-open-sourced-its-inference-engine-3c14 HACKOBAR_ en 2026-10-20 DeepSeek Open-Sources DeepInfer High-Performance Inference Engine https://hackobar.com/item/arxiv-ask-less-ask-better-allocating-user-attention-in-proactive-l-eba8 HACKOBAR_ en 2026-10-20 Evaluating Proactive LLM Agents via Interruption Budgets and Attention Costs https://hackobar.com/item/arxiv-analyzing-repetition-and-interference-effects-in-memory-cons-f68a HACKOBAR_ en 2026-10-20 Human-Model Divergence in Memory-Constrained User Simulators https://hackobar.com/item/arxiv-am-bench-a-unified-taxonomy-and-evaluation-suite-for-agentic-7f32 HACKOBAR_ en 2026-10-20 AM-Bench Taxonomy and Benchmark for Agentic Misalignment https://hackobar.com/item/arxiv-agents-last-doubt-knowing-when-to-act-and-when-to-step-back--1b20 HACKOBAR_ en 2026-10-20 SURE-Act Controller for Optimizing Tool-Use Uncertainty and Risk https://hackobar.com/item/arxiv-a-two-stage-hybrid-framework-for-inferring-air-trips-from-mo-d92b HACKOBAR_ en 2026-10-20 Two-Stage Framework for Inferring Air Trips from Incomplete LBS Data https://hackobar.com/item/arxiv-a-conditional-no-hair-theorem-for-transformers-how-language--abc5 HACKOBAR_ en 2026-10-20 A Conditional No-Hair Theorem for Transformers: How Language Models Forget Their Prompt https://hackobar.com/item/arxiv-skin-tokens-a-learned-compact-representation-for-unified-aut-6820 HACKOBAR_ en 2026-10-20 Skin Tokens: A Learned Compact Representation for Unified Autoregressive Rigging https://hackobar.com/item/arxiv-bayesian-preference-learning-for-test-time-steerable-reward--aefe HACKOBAR_ en 2026-10-20 Bayesian Preference Learning for Test-Time Steerable Reward Models https://hackobar.com/item/arxiv-gradient-boosting-reinforcement-learning-984e HACKOBAR_ en 2026-10-20 Gradient Boosting Reinforcement Learning https://hackobar.com/item/arxiv-forecast-peft-parameter-efficient-fine-tuning-for-pre-traine-3409 HACKOBAR_ en 2026-10-20 Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting Models https://hackobar.com/item/reddit-do-not-upgrade-strata-tons-of-breaking-changes-f9a6 HACKOBAR_ en 2026-10-20 Do not upgrade Strata! 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