Denis Akhiyarov

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upvoted an article 10 days ago

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Article

Vision Language Models (Better, faster, stronger)

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May 12, 2025

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611

upvoted a paper 27 days ago

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

Paper • 2604.06628 • Published Apr 8 • 324

upvoted a paper 29 days ago

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

Paper • 2604.02007 • Published Apr 2 • 13

upvoted 3 papers about 1 month ago

Therefore I am. I Think

Paper • 2604.01202 • Published Apr 2 • 33

Terminal Agents Suffice for Enterprise Automation

Paper • 2604.00073 • Published Mar 31 • 96

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

Paper • 2603.24440 • Published Mar 25 • 98

upvoted an article about 2 months ago

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Article

A New Framework for Evaluating Voice Agents (EVA)

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Mar 24

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92

upvoted 7 papers about 2 months ago

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

Paper • 2603.08462 • Published Mar 9 • 22

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 184

OpenClaw-RL: Train Any Agent Simply by Talking

Paper • 2603.10165 • Published Mar 10 • 153

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 Mar 13 • 148

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

Paper • 2509.24002 • Published Sep 28, 2025 • 180

upvoted a paper 3 months ago

Privileged Information Distillation for Language Models

Paper • 2602.04942 • Published Feb 4 • 28

upvoted an article 5 months ago

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Article

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

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Dec 9, 2025

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84

upvoted 2 papers 5 months ago

Scaling Spatial Intelligence with Multimodal Foundation Models

Paper • 2511.13719 • Published Nov 17, 2025 • 49

Multimodal Evaluation of Russian-language Architectures

Paper • 2511.15552 • Published Nov 19, 2025 • 79

upvoted an article 6 months ago

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Article

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

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Nov 19, 2025

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34

upvoted a paper 6 months ago

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

Paper • 2511.13254 • Published Nov 17, 2025 • 140