TechniqueRLHF / Alignment8 recent entries14 Oct 2026When Left Is Right? Camera-Motion Understanding beyond ScreenarXiv:2610.17242v1 Announce Type: new Abstract: Can a vision-language model tell left from right? Modern VLMs solve visual puzzles and follow hour-long videos, yet when asked whether the camera moved →14 Oct 2026UniMetric: Universal Metric Scale Recovery for Visual Geometry Foundation ModelsarXiv:2610.16945v1 Announce Type: new Abstract: Recent advances in multimodal foundation models, exemplified by GPT-6 Astra, raise the prospect of general-purpose embodied reasoning and planning. Usin
TechniqueRAG8 recent entries7 Oct 2026ServeLearnBench: How Well Can Agents Self-Improve from Serving Experience?arXiv:2610.07792v1 Announce Type: cross Abstract: Large language model agents are increasingly deployed to perform complex tasks in real-world environments. However, the knowledge required for correct→7 Oct 2026Same-Number Citation Swaps: Stress-Testing Jev as a Financial Evidence JudgearXiv:2610.08675v1 Announce Type: new Abstract: Financial reports repeat values across periods, metrics and accounting lines, allowing an LLM-generated calculation to be numerically correct while citi→7 Oct 2026Evidence-Bound Reasoning: Neuro-Semantic Verification of Biomedical AI in Glioblastoma RadiogenomicsarXiv:2610.08660v1 Announce Type: new Abstract: Background: Biomedical AI can generate plausible explanations without reliably verifying whether each statement is supported by patient-specific evidenc→12 Oct 2026Qwen3.8-27B vs Frontier vs OthersHere're results from my final test of coding, coding (panda/numpy), data analysis, data-driven decision-making, and local RAG domains I interact with most often. This test, which is refined from a 500→12 Oct 2026Locate, Judge, Read: Role-Specialized Tool Agents over a Knowledge-Point Index for Open-Domain Multimodal Document QAarXiv:2610.13128v1 Announce Type: new Abstract: Question answering over large heterogeneous document collections requires first finding the right passages and then reading them, yet current retrieval-→12 Oct 2026Knowing Is Not Telling: Identity Ossification in LLM Representations of Trans-border CommunitiesarXiv:2610.12610v1 Announce Type: cross Abstract: Ethnic and cultural identities rarely align with political borders, a tension made sharper by migration and long-standing cross-border ties. Communiti→12 Oct 2026Can Language Models Play the Wikipedia Game?arXiv:2610.13948v1 Announce Type: new Abstract: Language models increasingly support or automate information retrieval from document collections too large to index. This task is difficult when it requ→14 Oct 2026Discover AI: A Learning Guide - 51 hands-on labs for learning how AI actually works.This is an offline app with 51 hands-on labs for learning how AI actually works, from neurons to agents and more... **A bit of insight** - 51 labs in 6 groups, from the basics (what a neuron is, gradi
TechniqueAgents8 recent entries14 Oct 2026GIFT-Eval-CTX: A Benchmark For Contextual Forecasting Model EvaluationarXiv:2610.17794v1 Announce Type: new Abstract: Contextual forecasting seeks to improve time series forecasting by incorporating forward-looking information, such as planned events, external condition→14 Oct 2026Evidence-First Agentic VerificationarXiv:2610.17724v1 Announce Type: cross Abstract: Long-horizon, semi-verifiable agentic tasks often rely on rubric-based evaluation, but the evidence needed to assess these tasks can be spread across →14 Oct 2026Embodied Skill Bench: Benchmarking How Well Agents with Embodied Skills Perform on Physical TasksarXiv:2610.16238v1 Announce Type: new Abstract: LLM agents increasingly control robots using VLA policies, perception models, and procedural knowledge. These modules are difficult to reuse because the→14 Oct 2026Discover AI: A Learning Guide - 51 hands-on labs for learning how AI actually works.This is an offline app with 51 hands-on labs for learning how AI actually works, from neurons to agents and more... **A bit of insight** - 51 labs in 6 groups, from the basics (what a neuron is, gradi→14 Oct 2026Conditional Multi-Event Temporal Grounding in Long-Form VideoarXiv:2606.15320v2 Announce Type: replace Abstract: Multimodal large language models have made rapid progress in video temporal grounding, yet real-world applications routinely require localizing ever→14 Oct 2026Beyond a Better Score: Long-Horizon Agentic ML Development and Evaluation Protocol for Physics Time SeriesarXiv:2610.14024v1 Announce Type: new Abstract: Physics time-series data are central to fundamental discoveries involving dark matter, neutrinos, and gravitational waves. Machine learning has shown st→14 Oct 2026AutoEnvScaling: Automating the Data Flywheel with Terminal AgentsarXiv:2610.14163v1 Announce Type: cross Abstract: Terminal agents solve tasks in software engineering and scientific research by executing commands in a terminal. Training them via reinforcement learn→14 Oct 2026Auditing Failure Attribution: Label Predictability and Judge BehaviorarXiv:2610.17747v1 Announce Type: cross Abstract: Failure-attribution benchmarks ask an LLM judge which step or agent caused a failure. A high score should mean the judge checked the faulty step again
TechniqueFine-tuning8 recent entries12 Oct 2026Qwen3.8-27B vs Frontier vs OthersHere're results from my final test of coding, coding (panda/numpy), data analysis, data-driven decision-making, and local RAG domains I interact with most often. This test, which is refined from a 500→12 Oct 2026Masked Diffusion Language Agents for Tool-Integrated Chemical ReasoningarXiv:2610.13330v1 Announce Type: new Abstract: Designing tool-integrated reasoning agent systems for complex chemical tasks remains a fundamental challenge. Although recent chemical agents have demon→14 Oct 2026SarcasTraps: Effect of Sarcasm on Turkish Hate Speech DetectionarXiv:2610.16957v1 Announce Type: cross Abstract: Standard hate speech detection datasets often emphasize explicit harmful language, but directed harm can also be expressed indirectly, without clearly→14 Oct 2026LoRAtorio: An intrinsic approach to LoRA Skill CompositionarXiv:2508.11624v2 Announce Type: replace Abstract: Low-Rank Adaptation (LoRA) has become a widely adopted technique in text-to-image diffusion models, enabling the personalisation of visual concepts →14 Oct 2026Discover AI: A Learning Guide - 51 hands-on labs for learning how AI actually works.This is an offline app with 51 hands-on labs for learning how AI actually works, from neurons to agents and more... **A bit of insight** - 51 labs in 6 groups, from the basics (what a neuron is, gradi→14 Oct 2026ConformalGuard: False-Positive-Controlled Action Gating for LM ClassifiersarXiv:2610.14365v1 Announce Type: new Abstract: Language model classifiers are increasingly deployed for high-stakes decisions such as phishing screening, content moderation, and fraud triage, yet val→14 Oct 2026Code-Interactive Visual Reasoning for Financial Candlestick UnderstandingarXiv:2610.16587v1 Announce Type: new Abstract: Financial candlestick understanding requires locating visual elements, aligning them across trading dates and panels, and combining observations through→14 Oct 2026Auditing Failure Attribution: Label Predictability and Judge BehaviorarXiv:2610.17747v1 Announce Type: cross Abstract: Failure-attribution benchmarks ask an LLM judge which step or agent caused a failure. A high score should mean the judge checked the faulty step again
TechniqueMultimodal8 recent entries14 Oct 2026VisExMEM: Visual Evidence-Based Explainable Multimodal Evaluation MetricarXiv:2610.16441v1 Announce Type: new Abstract: Current image-text evaluation often relies on a global score, which gives limited insight into which semantic details are supported by the image. Explai→14 Oct 2026UniMetric: Universal Metric Scale Recovery for Visual Geometry Foundation ModelsarXiv:2610.16945v1 Announce Type: new Abstract: Recent advances in multimodal foundation models, exemplified by GPT-6 Astra, raise the prospect of general-purpose embodied reasoning and planning. Usin→14 Oct 2026ReTrace: Cross-Stage Failure Attribution for Self-Improving Robotic ManipulationarXiv:2610.15814v1 Announce Type: new Abstract: General-purpose multimodal foundation models are increasingly capable of directly controlling robots, yet improving their manipulation capabilities thro→14 Oct 2026Refuses in Chat, Complies with Arms: LLM Refusal Does Not Survive Robot ControlarXiv:2610.14043v1 Announce Type: cross Abstract: Frontier language models reliably refuse to explain how to cause physical harm. We ask whether this refusal survives when the same models control a ro→14 Oct 2026Conditional Multi-Event Temporal Grounding in Long-Form VideoarXiv:2606.15320v2 Announce Type: replace Abstract: Multimodal large language models have made rapid progress in video temporal grounding, yet real-world applications routinely require localizing ever→14 Oct 2026Can a Frontier VLM Serve as a Robot Policy for Memory-Dependent Manipulation?arXiv:2610.17350v1 Announce Type: new Abstract: We use a frozen frontier vision-language model, GPT-6-Astra, directly as the robot policy on RoboMME, a benchmark of 16 memory-dependent manipulation ta→14 Oct 2026Beyond a Better Score: Long-Horizon Agentic ML Development and Evaluation Protocol for Physics Time SeriesarXiv:2610.14024v1 Announce Type: new Abstract: Physics time-series data are central to fundamental discoveries involving dark matter, neutrinos, and gravitational waves. Machine learning has shown st→14 Oct 2026Anomaly-Guided Observation and Two-Level Semantic Feedback for Training-Free Video Anomaly AnalysisarXiv:2610.16324v1 Announce Type: new Abstract: Training-free language-based video anomaly detection (VAD) uses frozen vision--language models (VLMs) and large language models (LLMs) to localize abnor
TechniqueSafety8 recent entries13 Oct 2026My local Qwen3.8FN agent is significantly cheaper than cloudtl;dr: running Qwen3.8FN Q4 locally is cheaper for me than every cloud model except Luna and the newer Haiku at mid-peak and peak electricity pricing where I live, and becomes the absolute cheapest mo→13 Oct 2026A look at OpenAI's safety concerns over loop transformers before shipping its next major model; Microsoft accidentally confirmed GPT-6.1 Sol uses the technique (The Information)The Information: A look at OpenAI's safety concerns over loop transformers before shipping its next major model; Microsoft accidentally confirmed GPT-6.1 Sol uses the technique — OpenAI is grappling w→14 Oct 2026When Left Is Right? Camera-Motion Understanding beyond ScreenarXiv:2610.17242v1 Announce Type: new Abstract: Can a vision-language model tell left from right? Modern VLMs solve visual puzzles and follow hour-long videos, yet when asked whether the camera moved →14 Oct 2026UniMetric: Universal Metric Scale Recovery for Visual Geometry Foundation ModelsarXiv:2610.16945v1 Announce Type: new Abstract: Recent advances in multimodal foundation models, exemplified by GPT-6 Astra, raise the prospect of general-purpose embodied reasoning and planning. Usin→14 Oct 2026Refuses in Chat, Complies with Arms: LLM Refusal Does Not Survive Robot ControlarXiv:2610.14043v1 Announce Type: cross Abstract: Frontier language models reliably refuse to explain how to cause physical harm. We ask whether this refusal survives when the same models control a ro→14 Oct 2026Make {pi}0.5 Learn to Call Astra for Reliable Robot ManipulationarXiv:2610.14117v1 Announce Type: new Abstract: GPT-6 Astra provides robust embodied reasoning, but frequent external queries increase inference time and token costs. We equip a frozen pi_{0.5} policy→14 Oct 2026LLM Judges Have Dark Current: Stratified Null and Utility Tests for LLM Judge ReliabilityarXiv:2606.15610v2 Announce Type: replace-cross Abstract: Passing an exact-clone null gate does not entail passing a matched target-selection utility gate. We call a non-tie preference between exact d→14 Oct 2026EgoMatrix: Physically Faithful Dexterous Robot Demonstrations from Egocentric Human VideosarXiv:2610.18822v1 Announce Type: new Abstract: Egocentric human videos offer a scalable alternative to robot teleoperation for collecting dexterous manipulation data. However, two challenges limit th