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upvoted 2 papers 6 days ago

Agent-G^2: Gaussian Guidance for Agentic Reinforcement Learning

Paper • 2608.23318 • Published 10 days ago • 29

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

Paper • 2608.23041 • Published 10 days ago • 64

upvoted a paper 7 days ago

Task-CoEvolve: Efficient Harness Optimization via Adaptive Validation Task Selection

Paper • 2608.20169 • Published 10 days ago • 11

upvoted a paper 8 days ago

Prime Agent: A Self-Improving RLM Harness

Paper • 2608.23552 • Published 10 days ago • 48

upvoted a collection 8 days ago

Granite 4.2 Language Models

Collection

Efficient reasoning and thinking language models for multilingual generation, coding, and AI assistant workflows. • 3 items • Updated 8 days ago • 35

upvoted 2 papers 8 days ago

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

Paper • 2608.23283 • Published 10 days ago • 205

AgentMercury: Your Agent Can Synthesize Verifiable Environments for Business Scenarios at scale

Paper • 2608.20634 • Published 13 days ago • 12

upvoted 3 papers 12 days ago

MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use

Paper • 2608.20202 • Published 14 days ago • 34

Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL

Paper • 2608.17253 • Published 15 days ago • 95

FlashPrefill V2: Block-Sparse Prefill Attention for Long-Context LLM Serving

Paper • 2608.19758 • Published 13 days ago • 20

upvoted a paper 14 days ago

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

Paper • 2608.16072 • Published 17 days ago • 150

upvoted a paper 15 days ago

Improving the matrix multiplication exponent with modern optimization and AlphaEvolve

Paper • 2608.16884 • Published 17 days ago • 18

upvoted an article 17 days ago

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Article

State of Open Models: Summer 2026 Observations

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• +1

AdinaY, multimodalart, irenesolaiman

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20 days ago

• 180

upvoted 2 papers about 1 month ago

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality

Paper • 2607.13196 • Published Jul 14 • 29

Know Before Fix: QA-Driven Repository Knowledge Acquisition for Software Issue Resolution

Paper • 2607.11111 • Published Jul 13 • 25

upvoted an article about 2 months ago

view article

Article

Fine-tune video and image models at scale with NVIDIA NeMo Automodel and 🤗 Diffusers

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nvidia

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Jul 17

• 82

upvoted 4 papers about 2 months ago

From Pixels to States: Rethinking Interactive World Models as Game Engines

Paper • 2607.14076 • Published Jul 15 • 37

Metacognition in LLMs: Foundations, Progress, and Opportunities

Paper • 2607.11881 • Published Jul 13 • 30

KronQ: LLM Quantization via Kronecker-Factored Hessian

Paper • 2607.07964 • Published Jul 8 • 33

From RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models

Paper • 2607.06553 • Published Jul 9 • 20