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upvoted 2 papers 3 days ago

Φ-Bench: Can Large Language Models Engineer the Infrastructure That Powers Them?

Paper • 2609.10226 • Published 4 days ago • 14

NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness

Paper • 2609.08183 • Published 5 days ago • 403

upvoted 2 papers 5 days ago

Unlocking Lossless Speedups in LLMs via Discrete Diffusion

Paper • 2609.04010 • Published 10 days ago • 144

Don't Drop Dropout: Optimizing Layer Sparsity for Efficient LLM Training and Inference

Paper • 2609.05275 • Published 9 days ago • 21

upvoted a paper 6 days ago

MaxKernel: Agentic Kernel Generation for TPUs

Paper • 2609.04523 • Published 10 days ago • 17

upvoted a paper 8 days ago

Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments

Paper • 2609.04148 • Published 10 days ago • 292

upvoted a paper 9 days ago

SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers

Paper • 2609.01343 • Published 12 days ago • 104

upvoted a paper 11 days ago

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

Paper • 2608.30320 • Published 13 days ago • 59

upvoted a paper 13 days ago

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

Paper • 2607.05147 • Published Jul 6 • 49

upvoted a paper 16 days ago

Don't Retrain, Align: Adapting Autoregressive LMs to Diffusion LMs via Representation Alignment

Paper • 2605.06885 • Published May 7 • 1

upvoted 2 papers 17 days ago

Prime Agent: A Self-Improving RLM Harness

Paper • 2608.23552 • Published 20 days ago • 52

ParaTempo: Efficient Parallel Reasoning via Temporal Confidence

Paper • 2608.16425 • Published 26 days ago • 40

upvoted a paper 18 days ago

TinyStories: How Small Can Language Models Be and Still Speak Coherent English?

Paper • 2305.07759 • Published May 12, 2023 • 48

upvoted a collection 19 days ago

DFlash 2

Collection

Keep Drafting Parallel • 6 items • Updated 15 days ago • 44

upvoted 2 papers 20 days ago

Recursive Synthesis for Long-Horizon Terminal Tasks

Paper • 2608.05466 • Published Aug 7 • 252

Let's Scale Step by Step: Compute-Efficient Hyperparameter Transfer for Large-Scale Mixture-of-Experts

Paper • 2608.20061 • Published 23 days ago • 46

upvoted a paper 24 days ago

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published Aug 9 • 219

upvoted a paper 25 days ago

FreeToken: Efficient Edge-Native MoE Serving with Bandwidth-Adaptive Execution

Paper • 2608.16157 • Published 27 days ago • 109

upvoted 2 papers about 1 month ago

BDH-CQ: In-Context Learning with Recurrent Latent Reasoning

Paper • 2608.09888 • Published Aug 10 • 779

DAPD: Dual-Anchored Policy Distillation

Paper • 2608.01735 • Published Aug 3 • 153