The AI industry’s boldest promise right now is that AI will soon improve itself, with almost no need for human oversight. LLMs can already write code,…
Category: AI
TAHB: A Comprehensive Benchmark for Text-Attributed Hypergraph Learning
arXiv:2608.15055v1 Announce Type: new Abstract: Hypergraphs effectively model higher-order groupwise relationships beyond pairwise interactions, while…
Claude Code gets a /design command that lets developers create UI mockups right in the terminal
With the /design command, Anthropic brings a visual design workflow directly into Claude Code. Developers can generate UI mockups as artboards right in…
Funnel of Thoughts: Efficient Test-Time Scaling via Early Voting and Rollout Pruning
arXiv:2608.15065v1 Announce Type: new Abstract: Large Reasoning Models produce diverse, sometimes inconsistent answers across repeated queries on the same…
We still don’t know how people are really using AI
AI companies like Anthropic and OpenAI regularly publish reports on how people are using products like Claude and ChatGPT, but they only release the data…
LongDocBench: Benchmarking TOC Hierarchy and Contextual Relationship Recovery in Long Documents
arXiv:2608.15064v1 Announce Type: new Abstract: Parsing visual documents into machine-readable representations is fundamental to document intelligence.…
S2-MoE: Enabling Efficient Self-Speculative Decoding for Mixture-of-Experts on Edge Devices
arXiv:2608.15018v1 Announce Type: new Abstract: Deploying large language models (LLMs) for inference on edge devices is challenging due to severe memory…
LLM-Based Hierarchical Coordinated Control with Continuation-Aware Policy Learning
arXiv:2608.15041v1 Announce Type: new Abstract: Coordinating multiple interacting units in complex engineering systems is challenging when system…
SCOPE: Score-Isolated Agentic Optimization for Video World Models
arXiv:2608.15043v1 Announce Type: new Abstract: Video world models are increasingly used as simulators for planning and embodied decision making, yet…
Gathered, Not Admitted: How Attention Brings a Latent Variable into Verbalizable Form
arXiv:2608.15022v1 Announce Type: new Abstract: Language models hold latent quantities in a form they can report on, and more of a quantity is present in…