We look at r-1, the document parsing model Reducto released on September 1, 2026. We walk through how it folds OCR, layout detection, tables, formatting…
Tag: AI
Hyperedge Anomaly Detection with Hypergraph Neural Network
arXiv:2412.05641v2 Announce Type: replace-cross Abstract: Hypergraph is a data structure that enables us to model higher-order associations among data…
Agentic Context Cracking: Token-Efficient Data Reasoning Agents via Adaptive Structuring of Unstructured Data
arXiv:2608.31082v2 Announce Type: replace Abstract: Valuable data remains embedded in unstructured sources: web pages, reports, contracts, filings,…
LLM4CKD: Large Language Models for Early Stage Chronic Kidney Disease Screening
arXiv:2609.04013v2 Announce Type: replace Abstract: Early screening of chronic kidney disease (CKD) is critical for timely intervention, yet most machine…
Xiaomi-TabLDM: A Tabular Foundation Model Technical Report
arXiv:2609.03880v2 Announce Type: replace Abstract: We introduce Xiaomi-TabLDM, a tabular large data foundation model for classification and regression…
SimCRAFT: Distilling Remote Sensing Agents via Synthetic Trajectories and Contextual Retrieval-Augmented Fine-Tuning
arXiv:2608.30277v2 Announce Type: replace Abstract: The unprecedented surge in Earth observation data volume and diversity has exposed a critical…
XPENG Commissions Humanoid Robot Lines as IRON Walks Off Production
XPeng Inc. has commissioned production lines for humanoid robots at its manufacturing facility and completed the line production of its first advanced…
Cheap Verifiers, Large Blind Spots: Measuring the Reliability Cost of Cost-Saving Cascades
arXiv:2609.01345v2 Announce Type: replace Abstract: Inference cascades cut cost by answering most queries with a cheap model and escalating a hard tail to…
Semantic Overlays: Mitigating Prompt Injection with Annotations Beyond Tokens and Steering Vectors
arXiv:2608.23873v3 Announce Type: replace Abstract: Everything a language model sees is tokens. The serving stack knows what each span is — user input,…
FORESIGHT-9: Prospective and Process-Aware Evaluation of Adaptive Trading Agents
arXiv:2608.29372v2 Announce Type: replace Abstract: Retrospective backtests provide a limited test of adaptive trading agents: they cannot rule out…