All Articles
17531 articles total
Show HN: Frugon – Find which LLM calls a cheaper model could handle (local, MIT)
Frugon is a tool designed to identify which LLM calls can be handled by cheaper models to optimize costs.
UBEP: Re-architecting Expert Parallelism Communication Library for Production Superpods
Introduces UBEP, a communication library that optimizes Mixture-of-Experts (MoE) model communication on high-bandwidth superpods.
Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows
Presents Spider 2.0-AIFunc, a benchmark for evaluating LLMs' ability to generate AI-native SQL workflows on the Snowflake platform.
VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection
Introduces VendorBench-100, a unified benchmark to evaluate deepfake image detection across commercial APIs, VLMs, and open-source detectors.
Designing Maintainable Hybrid Generative Systems: A Quantum-Inspired Approach to Automated Music Harmony Generation
Proposes a hybrid generative system using a quantum-inspired approach for automated music harmony generation from melodies.
UI2App: Benchmarking Visual Interaction Inference in Executable Web Application Generation
Introduces UI2App, a benchmark for evaluating the ability of LLMs to infer interaction behavior from UI screenshots for web app generation.
Token-Based Dual-view Fusion and Adaptation of Large Vision Models for Breast Cancer Classification
Proposes a token-centric dual-view learning framework to improve breast cancer classification from mammography using vision transformers.
Estimating Uncertainty from Reasoning: A Large-Scale Study of Multi- and Crosslingual MCQA Performance in LLMs
A large-scale study on uncertainty estimation in LLMs across 22 languages, highlighting the role of reasoning language in performance.
We made Grok 4.5, GPT-5.5, and Claude build the same apps
A comparison of how different top-tier LLMs (Grok 4.5, GPT-5.5, Claude) perform when tasked with building the same applications.
Remote Attestation
A discussion on Remote Attestation, a security mechanism used to verify the integrity of a remote system's software and hardware.
Unicode's transliteration rules are Turing-complete
A theoretical exploration showing that Unicode's transliteration rules are computationally powerful enough to be Turing-complete.
MIRA: Multiplayer Interactive World Models Trained on Rocket League
MIRA introduces multiplayer interactive world models trained using Rocket League data to simulate and predict game environments.
LLM Agents for Deliberative Collaboration: A Study on Joint Decision Making Under Partial Observability
A study on LLM agents collaborating in joint decision-making tasks under partial observability, highlighting the challenges of deliberation.
LongCrafter: Towards Diverse Long-Context Understanding via Evidence-Graph-Guided Instruction Synthesis
LongCrafter is a framework for synthesizing diverse long-context SFT data using evidence graphs to improve LLM understanding and mitigate the 'lost in the middle' problem.
X-FEMR: A Token-level Explainable Approach for Electronic Health Records Foundation Models using Transformer-based Models
X-FEMR introduces a token-level explainability approach for Electronic Health Records foundation models using a Transformer-based surrogate model.
Improving LLM-Generated Process Model Quality Through Reinforcement Learning: The Role of Reward Function Design
Research on improving the quality of LLM-generated BPMN process models using Reinforcement Learning and optimized reward function design.
TriA Pipeline: A Large-Scale Automatic Audio Annotation Pipeline For Audio Classification In Specific Scenarios
The TriA Pipeline is an automatic audio annotation system designed to create high-quality training data for audio classification in domestic environments.
John Deere owners will get the right to repair equipment under FTC settlement
John Deere will provide equipment owners with the right to repair following a settlement with the FTC.
Beyond Git: Real-Time Version Control for Godot – Lilith Duncan – GodotCon 2026 [video]
Lilith Duncan discusses a real-time version control system designed specifically for the Godot game engine.
EcoVision: AI-Powered Drone Imaging for Salt Marsh Vegetation Monitoring and Dominance Mapping
EcoVision is an AI-powered pipeline using transformers and ConvNeXt for high-resolution monitoring of salt marsh vegetation via drones.