Denis Akhiyarov

dtanow's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted a paper 1 day ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published 5 days ago • 273

upvoted a paper 3 days ago

Apriel-Reasoner: RL Post-Training for General-Purpose and Efficient Reasoning

Paper • 2604.02007 • Published 11 days ago • 12

upvoted a paper 9 days ago

Therefore I am. I Think

Paper • 2604.01202 • Published 11 days ago • 30

upvoted a paper 11 days ago

Terminal Agents Suffice for Enterprise Automation

Paper • 2604.00073 • Published 12 days ago • 92

upvoted a paper 17 days ago

CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents

Paper • 2603.24440 • Published 18 days ago • 96

upvoted an article 19 days ago

view article

Article

A New Framework for Evaluating Voice Agents (EVA)

• 

20 days ago

•

86

upvoted a paper 20 days ago

Reasoning as Compression: Unifying Budget Forcing via the Conditional Information Bottleneck

Paper • 2603.08462 • Published Mar 9 • 22

upvoted a paper 25 days ago

Attention Residuals

Paper • 2603.15031 • Published 27 days ago • 179

upvoted 4 papers 26 days ago

OpenClaw-RL: Train Any Agent Simply by Talking

Paper • 2603.10165 • Published Mar 10 • 150

In-Context Reinforcement Learning for Tool Use in Large Language Models

Paper • 2603.08068 • Published Mar 9 • 43

Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections

Paper • 2603.12180 • Published Mar 12 • 65

EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings

Paper • 2603.13594 • Published 30 days ago • 147

upvoted a paper about 1 month ago

MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use

Paper • 2509.24002 • Published Sep 28, 2025 • 179

upvoted a paper 2 months ago

Privileged Information Distillation for Language Models

Paper • 2602.04942 • Published Feb 4 • 26

upvoted an article 4 months ago

view article

Article

Apriel-1.6-15b-Thinker: Cost-efficient Frontier Multimodal Performance

• 

Dec 9, 2025

•

84

upvoted 2 papers 4 months ago

Scaling Spatial Intelligence with Multimodal Foundation Models

Paper • 2511.13719 • Published Nov 17, 2025 • 48

Multimodal Evaluation of Russian-language Architectures

Paper • 2511.15552 • Published Nov 19, 2025 • 79

upvoted an article 5 months ago

view article

Article

Apriel-H1: The Surprising Key to Distilling Efficient Reasoning Models

• 

Nov 19, 2025

•

34

upvoted 2 papers 5 months ago

Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance

Paper • 2511.13254 • Published Nov 17, 2025 • 139

Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models

Paper • 2511.08577 • Published Nov 11, 2025 • 110