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liked a Space 4 days ago

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FineWeb: decanting the web for the finest text data at scale

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Explore and download the FineWeb web‑scale text dataset

upvoted 2 papers 9 days ago

Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments

Paper • 2609.04148 • Published 10 days ago • 292

Rethinking On-Policy Distillation of Large Language Models II: One Training Example

Paper • 2609.04172 • Published 10 days ago • 94

upvoted 6 papers 10 days ago

WebVR: Benchmarking Multimodal LLMs for WebPage Recreation from Videos via Human-Aligned Visual Rubrics

Paper • 2603.13391 • Published Mar 11 • 21

On the Design Fundamentals of Pixel Text Representation Learning

Paper • 2609.01147 • Published 12 days ago • 32

Influence-Directed Distillation: Solving the Diversity Bottleneck in Sampled-Token On-Policy Distillation

Paper • 2608.29846 • Published 14 days ago • 16

Post-Training Language Models for Gold-Medal Performance in Coding Competitions

Paper • 2609.02849 • Published 11 days ago • 11

HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

Paper • 2609.01437 • Published 12 days ago • 267

Aspire: Can Models Self-Evolve from Vague Goals?

Paper • 2608.31111 • Published 13 days ago • 231

upvoted a paper 11 days ago

Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters

Paper • 2602.10604 • Published Feb 11 • 202

upvoted 2 papers 12 days ago

LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering

Paper • 2608.28281 • Published 16 days ago • 106

On the Design of Qwen3.8-Next Architecture: Evaluation, Efficiency, and Training Stability

Paper • 2608.30320 • Published 13 days ago • 59

upvoted 3 papers 17 days ago

Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination

Paper • 2608.14391 • Published about 1 month ago • 282

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA

Paper • 2608.09819 • Published Aug 10 • 343

AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces

Paper • 2608.23041 • Published 20 days ago • 64

upvoted 2 papers 18 days ago

WorldMemArena: Evaluating Multimodal Agent Memory Through Action-World Interaction

Paper • 2605.29341 • Published May 28 • 20

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

Paper • 2608.23283 • Published 20 days ago • 207

upvoted a paper 19 days ago

Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence

Paper • 2608.21156 • Published 23 days ago • 63

upvoted 2 papers 22 days ago

Hierarchical Self-Improvement: A Framework for Task-Specific Evolvable Agent Harnesses

Paper • 2608.08466 • Published Aug 9 • 13

FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis

Paper • 2608.18580 • Published 25 days ago • 121