Blog

No more endless PDFs. Discover the core value of the latest top-tier research in one article.

From RAG to Agentic RAG for Faithful Islamic Question Answering
Application of the tree-of-thoughts framework to LLM-enabled domain modeling
A Mechanistic Analysis of Looped Reasoning Language Models
Efficient RL Training for LLMs with Experience Replay
All elementary functions from a single operator
4
From RAG to Agentic RAG for Faithful Islamic Question Answering
MultiDocFusion: Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents
NaviRAG: Towards Active Knowledge Navigation for Retrieval-Augmented Generation
Cumulative lifetime burden of cardiovascular disease from early exposure to air pollution
Parcae: Scaling Laws For Stable Looped Language Models
Expert Threshold Routing for Autoregressive Language Modeling with Dynamic Computation Allocation and Load Balancing
How Transformers Learn to Plan via Multi-Token Prediction
Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers
A comparative analysis of nutritional content changes in six Chinese cuisines prepared using industrial versus traditional hand-cooked modes
API Reference Guide_ Authentication Error Codes - EDS Wiki
Bayesian Low-Rank Adaptation for Large Language Models
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping
LatentAudit: Real-Time White-Box Faithfulness Monitoring for Retrieval-Augmented Generation with Verifiable Deployment
2512.16856v1
Real Money, Fake Models: Deceptive Model Claims in Shadow APIs
PubSwap: Public-Data Off-Policy Coordination for Federated RLVR
SynCode: LLM Generation with Grammar Augmentation
The Newton-Muon Optimizer
LongCoT: Benchmarking Long-Horizon Chain-of-Thought Reasoning
The Myth of Expert Specialization in MoEs: Why Routing Reflects Geometry, Not Necessarily Domain Expertise
Self-Distillation Zero: Self-Revision Turns Binary Rewards into Dense Supervision
Audio Flamingo Next: Next-Generation Open Audio-Language Models for Speech, Sound, and Music
Does RL Expand the Capability Boundary of LLM Agents? A PASS@(k,T) Analysis
Incentive-based coordinated charging control of plug-in electric vehicles at the distribution-transformer level