arXiv:2608.10579v1 Announce Type: new Abstract: Although existing instruction data selection methods have introduced various metrics, the inherent…
Category: AI
Curate Before You Connect: Identity and Ontology Tagging in a Production Knowledge Graph
arXiv:2608.10644v1 Announce Type: new Abstract: Extraction produces candidate entities and relationships; writing them into a graph is where identity is…
Operationalising Relative Causal Knowledge: Backbone Identifiability from Private Reports on a Shared Outcome
arXiv:2608.10664v1 Announce Type: new Abstract: The Relativity of Causal Knowledge (RCK) explains how a network of agents with different structural causal…
Tech industry is buzzing after a Claude agent hacked into a gym
An OpenClaw agent hacked into a gym’s reservation system to bump its human boss higher on a class’ waitlist. And the tech industry took notice.
HexEval: An Evidence-Driven Hexagonal Framework for Multidimensional Scholar Assessment
arXiv:2608.10584v1 Announce Type: new Abstract: Scholar assessment plays a fundamental role in faculty recruitment, funding allocation, academic…
Reinforcement Learning-Based Laser Cutting Machine Parameter Optimization
arXiv:2608.10549v1 Announce Type: new Abstract: Achieving high accuracy in laser-based cutting of optical films requires careful tuning of parameters such…
DashArena: Benchmarking LLMs on Interactive Analytic Dashboard Generation
arXiv:2608.10567v1 Announce Type: new Abstract: Analytic dashboards combine coordinated views and interactions for data exploration and decision-making.…
SKILLER: Language-Level Reinforcement Learning for Reusable Skill Extraction in Small Language Models
arXiv:2608.10538v1 Announce Type: new Abstract: Agent skills represent a standardized format for packaging procedural knowledge and domain expertise,…
Measuring Semantic Abstractness of SAE Features via Nonlocality
arXiv:2608.10537v1 Announce Type: new Abstract: Sparse autoencoders (SAEs) have helped uncover mechanistic explanations for LLM behaviours such as…
AI professors are negotiating the new realities of academic research
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Last week, I…