arXiv:2504.13700v2 Announce Type: replace-cross Abstract: Recent advances in large language models (LLMs) have shown great potential in automating the…
Category: AI
FastE: Readout-Triggered Token Compression for LLM Embedding Inference
arXiv:2609.08407v2 Announce Type: replace Abstract: In this study, we identify depth-dependent prefix redundancy in final-readout LLM embedding models,…
GoAnt: Quality-Diversity Multi-Agent Search for Alpha Factor Discovery in Market Microstructure Data
arXiv:2609.08719v2 Announce Type: replace Abstract: Automated alpha factor discovery searches symbolic trading signals from price-volume panels and…
Reason Through the Latent! Making Latent Visual Reasoning Necessary
arXiv:2609.06746v2 Announce Type: replace Abstract: Latent visual reasoning aims to perform multimodal reasoning through hidden-state computation rather…
Optimizing Three Critical Factors for Practical and Effective OOD Detection Fine-Tuning
arXiv:2308.01030v2 Announce Type: replace-cross Abstract: In out-of-distribution (OOD) detection, fine-tuning with auxiliary outlier data often improves…
Cognition Releases SWE-2: A Kimi K3 Post-Trained Coding Model That Matches Fable 5.1 on FrontierCode at 64% Lower Cost
Cognition, the company behind the Devin coding agent, has released SWE-2, its most capable coding model to date. SWE-2 is post-trained with reinforcement…
Why Sample What You Can Enumerate? Exact Policy Optimization for Genomic Tool Selection
arXiv:2609.10221v2 Announce Type: replace Abstract: Reinforcement learning over a frozen reasoner has become a common recipe for teaching a policy which…
Learning What to Retain: Gated-Memory Routing for Efficient Collaboration in Multi-Agent LLM Systems
arXiv:2609.00237v2 Announce Type: replace Abstract: Large language model (LLM)-based multi-agent systems tackle complex reasoning by orchestrating how…
HarvestBench: Measuring Whether LLM Agents Will Pay to Avoid Killing Animals
arXiv:2609.04444v2 Announce Type: replace Abstract: HarvestBench is the first benchmark to 1) put a price on avoiding a side effect and 2) name the side…
Planning and Scheduling Business Processes under Control-Flow Uncertainty: Extended Version
arXiv:2609.05578v2 Announce Type: replace Abstract: Scheduling activities in business processes can improve efficiency (e.g., reduce makespan), but is…