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upvoted 3 papers 1 day ago

Enhancing Linguistic Competence of Language Models through Pre-training with Language Learning Tasks

Paper • 2601.03448 • Published 3 days ago • 10

Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time Scaling

Paper • 2601.02346 • Published 4 days ago • 23

Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits

Paper • 2512.20578 • Published 17 days ago • 66

upvoted 3 papers 6 days ago

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 51

TimeBill: Time-Budgeted Inference for Large Language Models

Paper • 2512.21859 • Published 14 days ago • 24

Evaluating Parameter Efficient Methods for RLVR

Paper • 2512.23165 • Published 12 days ago • 24

upvoted a paper 20 days ago

Better & Faster Large Language Models via Multi-token Prediction

Paper • 2404.19737 • Published Apr 30, 2024 • 81

upvoted a collection 23 days ago

ETHICALLY-DECENT & LEGALLY-ADJACENT

Collection

Depending on your definitions, these models may not be strictly "ethical" or "legal", yet they are 100% more ethical and legal than GPT or Claude. • 13 items • Updated 21 days ago • 1

upvoted a paper 27 days ago

Frankentext: Stitching random text fragments into long-form narratives

Paper • 2505.18128 • Published May 23, 2025 • 4

upvoted a collection 29 days ago

HUMAN-WRITTEN & LEGALLY-SOURCED

Collection

Datasets written by humans and/or reverse-engineered from text with deterministic algorithms. No illegal scraping or unethical synthesis. • 100 items • Updated 14 days ago • 1

upvoted a paper about 1 month ago

Encode, Think, Decode: Scaling test-time reasoning with recursive latent thoughts

Paper • 2510.07358 • Published Oct 8, 2025 • 4