arXiv:2608.14903v1 Announce Type: new Abstract: Quantitative forecasts of frontier artificial intelligence often connect dated targets to trends in…
Tag: AI
LG Hosts NVIDIA at Seoul Robot Data Factory as 100,000-Hour Training Push Takes Shape
LG Electronics hosted senior NVIDIA officials at its new robot Data Factory in Seoul on August 18, 2026, announcing an accelerated robotics collaboration…
Small Models Scout Bottleneck Order for Large-Model Data Control
arXiv:2608.14936v1 Announce Type: new Abstract: Small proxy models are commonly used to identify data mixtures for larger-scale training. We ask whether…
Discovering High-Quality Chess Puzzles with Offline Reinforcement Learning
arXiv:2608.14851v1 Announce Type: new Abstract: Learning and skill mastery require extensive and deliberate practice. In many learning settings, producing…
MINT: Min-Selection Preference Distillation for Balanced Multi-Objective Alignment
arXiv:2608.14828v1 Announce Type: new Abstract: Aligning a language agent to several objectives at once is a persistent failure mode of preference-based…
JarvisBench: Always-on Intelligence Between Humans and Agents
arXiv:2608.14870v1 Announce Type: new Abstract: Long-horizon agents can execute continuously, but human attention remains intermittent and scarce. This…
What the Reranker Sees: Multi-Aspect Page Annotation for Long-Document Multimodal Question Answering
arXiv:2608.14841v1 Announce Type: new Abstract: Long-document visual question answering (VQA) over documents of tens to hundreds of pages mixing text,…
AI systems quietly drop user instructions when they compress context
When AI systems condense long conversations, they drop an average of 83 percent of user rules, like “don’t send emails without my approval.” Penn State…
Personalized Auto-Research: Towards a True AI Co-Scientist
arXiv:2608.14881v1 Announce Type: new Abstract: AI co-scientists that generate hypotheses, retrieve related work, design experiments, execute code, and…
CEDAR-GRPO: Process-Aware Reinforcement Learning for General Abductive Reasoning in LLMs
arXiv:2608.14791v1 Announce Type: new Abstract: Abductive reasoning, often characterized as inference to the best explanation, is central to explanation…