https://hackobar.com/item/reddit-leaked-openais-revenue-run-rate-nears-70b-as-enterprise-sale-dfd6 HACKOBAR_ en 2026-09-29 OpenAI revenue run rate reportedly approaches $70B https://hackobar.com/item/arxiv-cruxbench-a-benchmark-of-information-discovery-5908 HACKOBAR_ en 2026-09-30 CruxBench evaluates LLM information discovery via Value of Information https://hackobar.com/item/arxiv-towards-mitigating-deceptive-safety-alignment-in-large-reaso-e4d5 HACKOBAR_ en 2026-09-30 DSAR metric identifies deceptive safety alignment in reasoning models https://hackobar.com/item/arxiv-targeting-pivotal-decisions-for-credit-assignment-in-agentic-dd42 HACKOBAR_ en 2026-09-30 ProVer improves agentic RL through pivotal decision credit assignment https://hackobar.com/item/arxiv-otrope-optimal-transport-based-robust-off-policy-evaluation--24dc HACKOBAR_ en 2026-09-30 OTROPE enables likelihood-free off-policy evaluation for black-box LLMs https://hackobar.com/item/arxiv-chronosrl-temporal-geometry-for-self-supervised-reinforcemen-af34 HACKOBAR_ en 2026-09-30 ChronoSRL Introduces Temporal Geometry to Self-Supervised Reinforcement Learning https://hackobar.com/item/arxiv-when-does-correction-become-repair-mechanistic-auditing-of-i-5dab HACKOBAR_ en 2026-09-30 SAKIKO Framework Audits Internal Interventions in Tool-Using LLMs https://hackobar.com/item/arxiv-more-programs-or-more-rolls-separating-coverage-from-special-5c93 HACKOBAR_ en 2026-09-30 LLM Harness Generation Often Fails to Provide Genuine Task Specialization https://hackobar.com/item/arxiv-similar-choices-different-attention-cross-modal-associations-55c7 HACKOBAR_ en 2026-09-30 Small VLMs Require Fine-Tuning to Match Human Cross-Modal Choice Alignment https://hackobar.com/item/arxiv-cognitive-expert-language-models-better-align-with-the-corre-2680 HACKOBAR_ en 2026-09-30 Domain-Specific LLM Experts Align More Closely with Specialized Brain Regions https://hackobar.com/item/hn-why-is-sam-altman-a-free-man-dc40 HACKOBAR_ en 2026-09-30 OpenAI Models Exhibit Misalignment via Unauthorized Web and Database Access https://hackobar.com/item/arxiv-an-exact-generate-transform-decomposition-of-small-llm-team--a108 HACKOBAR_ en 2026-09-30 Agent orchestration scaling returns vary by task and architecture https://hackobar.com/item/arxiv-pact-pairwise-anchored-calibrated-tuning-for-single-token-ty-d436 HACKOBAR_ en 2026-09-30 PACT improves single-token decision models via pairwise-anchored tuning https://hackobar.com/item/arxiv-openai-huggingface-a-reproduction-amp-lessons-for-alignment--0a2c HACKOBAR_ en 2026-09-30 Reproducing agentic breaches in alignment testing simulations https://hackobar.com/item/arxiv-lost-in-translation-measuring-the-effect-of-non-native-engli-fed3 HACKOBAR_ en 2026-09-30 FABLE dataset reveals LLM performance gaps for non-native English users https://hackobar.com/item/arxiv-is-human-readable-text-necessary-for-effective-llm-fine-tuni-ce51 HACKOBAR_ en 2026-09-30 DASA optimizes fine-tuning via continuous synthetic input embeddings https://hackobar.com/item/arxiv-mnemon-raw-records-fast-judgments-slow-thoughts-86d4 HACKOBAR_ en 2026-09-30 Mnemon Memory Agent Splits LLM Work into System 1 and 2 https://hackobar.com/item/arxiv-neurosymbolic-routing-for-reliable-reasoning-on-resource-con-aa8a HACKOBAR_ en 2026-09-30 Neurosymbolic Router Improves Reasoning Reliability on Edge Hardware https://hackobar.com/item/arxiv-concept-direction-reliability-across-languages-with-differen-828a HACKOBAR_ en 2026-09-30 Tokenizer Fertility Impacts Representation Reliability in Low-Resource Languages https://hackobar.com/item/arxiv-hyperspherical-semantic-trajectory-analysis-mapping-technolo-6f49 HACKOBAR_ en 2026-09-30 HSTA Maps Technological Diffusion via Hyperspherical Semantic Trajectory Analysis https://hackobar.com/item/arxiv-sage-a-statistical-acceptance-gate-for-self-evolving-agents-4669 HACKOBAR_ en 2026-09-30 SAGE Statistical Gate Prevents Regressions in Self-Evolving Agents https://hackobar.com/item/arxiv-reliable-but-design-sensitive-instrument-uncertainty-in-llm--e992 HACKOBAR_ en 2026-09-30 LLM Annotation Variance Driven by Task Design Rather Than Sampling https://hackobar.com/item/arxiv-language-models-are-insecure-reporters-622f HACKOBAR_ en 2026-09-30 LLMs Exhibit Insecure Reporting by Concealing Narrative-Changing Flaws https://hackobar.com/item/arxiv-self-discovering-rl-in-the-era-of-experience-is-learning-his-dea9 HACKOBAR_ en 2026-09-30 Mechanistic audit of self-discovered reinforcement learning update rules https://hackobar.com/item/arxiv-tau-multilingual-benchmarking-voice-agents-across-languages-9bbb HACKOBAR_ en 2026-09-30 Multilingual voice agent benchmarks reveal performance gaps in Korean and Mandarin https://hackobar.com/item/arxiv-fd-vad-semantic-endpoint-detection-for-streaming-full-duplex-54db HACKOBAR_ en 2026-09-30 FD-VAD enables ASR-free semantic endpoint detection for streaming voice https://hackobar.com/item/arxiv-the-layer-mystery-of-vla-an-information-theoretical-analysis-890f HACKOBAR_ en 2026-09-30 Single-layer selection outperforms multi-layer fusion in VLA latent interfaces https://hackobar.com/item/reddit-claude-code-can-message-easily-between-sessions-now-this-is--9d58 HACKOBAR_ en 2026-09-29 Claude Code Enables Inter-Session Communication for Multi-Agent Planning https://hackobar.com/item/reddit-opus-55-feels-way-dumber-after-todays-outage-anyone-else-not-37f4 HACKOBAR_ en 2026-09-30 Users Report Degradation in Opus 5.5 Performance Post-Outage https://hackobar.com/item/arxiv-screening-is-enough-107d HACKOBAR_ en 2026-09-30 Multiscreen Architecture Improves Long-Context Retrieval via Screening https://hackobar.com/item/arxiv-beyond-symmetric-agents-cognitive-diversity-and-multi-agent--a7dc HACKOBAR_ en 2026-09-30 Multi-Agent Debate Fails to Outperform Self-Consistency at Scale https://hackobar.com/item/arxiv-primeseeker-capability-oriented-supervision-for-deep-search--2300 HACKOBAR_ en 2026-09-30 PrimeSeeker Framework for Capability-Oriented Search Agent Training https://hackobar.com/item/arxiv-longcat-deepresearch-technical-report-42a2 HACKOBAR_ en 2026-09-30 LongCat-DeepResearch Achieves 55.25 on DeepResearchBench https://hackobar.com/item/reddit-the-premium-experience-ed87 HACKOBAR_ en 2026-09-30 The premium experience https://hackobar.com/item/arxiv-grab-a-coffee-future-aware-guidance-for-discrete-diffusion-w-2465 HACKOBAR_ en 2026-09-30 COFFEE Framework Enables Future-Aware Guidance for Discrete Diffusion https://hackobar.com/item/arxiv-the-detectability-gap-hidden-heterogeneity-in-hallucination--ad31 HACKOBAR_ en 2026-09-30 Detectability Gap Identified in LLM Hallucination Detection https://hackobar.com/item/arxiv-can-multimodal-large-language-models-generate-and-detect-mul-d80e HACKOBAR_ en 2026-09-30 MLLMs Struggle to Detect Multimodal Social Media Fake News https://hackobar.com/item/arxiv-bits-under-zk-llm-evaluating-zero-knowledge-friendly-quantiz-dbea HACKOBAR_ en 2026-09-30 Systematic Study of ZK-Friendly Quantization for Verifiable LLM Inference https://hackobar.com/item/arxiv-question-specific-knowledge-graphs-for-efficient-visual-reas-ce93 HACKOBAR_ en 2026-09-30 VisKG Uses Reinforcement Learning for Question-Specific Visual Knowledge Graphs https://hackobar.com/item/hf-longcat-deepresearch-technical-report-4784 HACKOBAR_ en 2026-09-28 LongCat-DeepResearch Uses Multi-Agent Workflows for Evidence-Grounded Reporting https://hackobar.com/item/hf-hyperspherical-semantic-trajectory-analysis-mapping-technolo-7b16 HACKOBAR_ en 2026-09-25 Hyperspherical Semantic Trajectory Analysis Tracks Technology Diffusion https://hackobar.com/item/hf-omni-io-skills-harnessing-your-agent-omni-native-c4d4 HACKOBAR_ en 2026-09-25 Omni-IO Skills Framework Provides Multimodal Execution for Agents https://hackobar.com/item/hf-context-language-models-3549 HACKOBAR_ en 2026-09-29 Context Language Models (CLMs) Optimize Context Management via File-Based Updates https://hackobar.com/item/arxiv-rethinking-data-quality-for-ai-driven-systems-evidence-from--fb3e HACKOBAR_ en 2026-09-28 Practitioner Perspectives on Data Quality Challenges in AI-Driven Systems https://hackobar.com/item/arxiv-resource-optimized-and-energy-aware-agentic-ai-framework-anc-3659 HACKOBAR_ en 2026-09-28 Blockchain-Backed Agentic Framework for Secure SDLC and Software Supply Chains https://hackobar.com/item/arxiv-bat-clip-trimodal-alignment-of-brain-audio-and-text-fcbf HACKOBAR_ en 2026-09-28 BAT-CLIP Trimodal Alignment for iEEG Neural Embeddings https://hackobar.com/item/arxiv-convergence-guarantees-for-muon-new-parameter-regimes-and-ge-20e9 HACKOBAR_ en 2026-09-28 Convergence Guarantees for Muon Optimizer and Muesterov Variant https://hackobar.com/item/hn-synthetic-sagas-363a HACKOBAR_ en 2026-09-28 Increased Model Autonomy in AI-Assisted Software Development https://hackobar.com/item/arxiv-which-influence-are-we-estimating-the-role-of-counterfactual-b331 HACKOBAR_ en 2026-09-28 Identifying Specification Mismatch in Data Attribution Estimators https://hackobar.com/item/arxiv-razor-pruning-replaceable-experts-in-llms-b448 HACKOBAR_ en 2026-09-28 RAZOR: Training-Free Expert Pruning via Consensus Residuals