arXiv
Strategy-first synthesis planning for complex natural products
The total synthesis of a complex molecule is among the most demanding intellectual and experimental feats in chemistr...
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arXiv
Interaction Creates Dynamical AI Behavior Absent in Isolation
What will happen when AI agents interact in daily life, e.g. when one AI starts bossing another around? We find a cou...
arXiv
CoinRAG: Contextualized Information Nugget KV Cache Reuse for Long-Context RAG
Recent optimization studies on Retrieval-Augmented Generation (RAG) have exploited chunk-level KV cache reuse to avoi...
arXiv
CreativeInstruct: Scalably Teaching LLMs to Balance Quality, Creativity, and Diversity
While post-training improves the capabilities of large language models (LLMs), it generally lowers their output diver...
HuggingFace
Modular TTT: Rethinking Test-Time Training as Composable Modules
Test-time training (TTT) views sequence modeling as an online learning problem in which fast weights are updated by a...
HuggingFace
Characterizing the Quality Profile of AI-Generated C++ in Production
The widespread integration of AI coding assistants offers undeniable boosts to engineering velocity. Yet, recent stud...
HuggingFace
The Optimizer Is the Agent: Reasoning-Driven Search across Prompts, Programs, and ML Workflows
Recent systems for optimizing prompts, programs, and ML workflows typically rely on explicit outer-loop controllers s...
HuggingFace
StreamArena: Toward Continuous, Interactive, and Long-Horizon Agentic Streaming Video Understanding
Deploying autonomous multimodal agents in continuous, real-world environments requires them to ingest unbounded audio...
HuggingFace
Douyin Multimodal Embedding Model Technical Report
Multimodal representation learning is a cornerstone of modern AI. By encoding multimodal queries and targets into vec...
HuggingFace
Uncertainty-Aware World Model for Aerial Image-Goal Navigation
Aerial image-goal navigation requires an unmanned aerial vehicle (UAV) to reach a target location specified by a goal...
HuggingFace
SimWAM: A Simple World Action Model for End-to-End Autonomous Driving
World-Action Models (WAMs) improve end-to-end autonomous driving by transferring video dynamics priors to action pred...
HuggingFace
When Privileged Guidance Misaligns: State-Matched Routing and Contextualized Self-Distillation for Multi-Turn Agents
Privileged on-policy distillation provides dense supervision for multi-turn agents by allowing a synchronized teacher...