All Articles
16186 articles total
Controllable LLM Reasoning via Sparse Autoencoder-Based Steering
Introduces SAE-Steering, a method using Sparse Autoencoders to control reasoning strategies in Large Reasoning Models (LRMs).
JobMatchAI-An Intelligent Job Matching Platform Using Knowledge Graphs, Semantic Search and Explainable AI
JobMatchAI is a production-ready job matching platform using knowledge graphs, semantic search, and the JobSearch-XS benchmark.
DSevolve: Enabling Real-Time Adaptive Scheduling on Dynamic Flexible Job Shop with LLM-Evolved Heuristic Portfolios
DSevolve is a framework for real-time adaptive scheduling in job shops using LLM-evolved heuristic portfolios and a neural selector.
The Possibility of Artificial Intelligence Becoming a Subject and the Alignment Problem
A theoretical exploration of AI alignment, arguing for an autonomy-supporting 'parenting' approach as AGI attains subject status.
Why Does Grounding Hurt Medical VQA? Benchmarking, Diagnosis, and Fine-Tuning of Vision-Language Models
A study on Medical VQA revealing that grounding-by-cropping often degrades performance and proposing a hybrid fine-tuning approach to restore localization.
The Scaling Properties of Implicit Deductive Reasoning in Transformers
Research investigating the scaling properties of implicit deductive reasoning in Transformers using Horn clauses.
AlphaCrafter: Harnessing Multi-Agent Workflows for Cross-Sectional Quantitative Trading
AlphaCrafter is a multi-agent framework for quantitative trading that replaces loose natural-language workflows with structured policy specifications.
A pharmacy chain in Vermont implemented AI for efficiency
A pharmacy chain in Vermont is utilizing AI to improve operational efficiency.
Angels in Coptic Magic I: Introduction
An introductory piece on 'Angels in Coptic Magic', discussing historical or mystical texts.
MemLens: A Value-Aware Memory Management System with Interactive Analytics for LLM-based Agents
MemLens is a value-aware memory management system for LLM-based agents that uses an interactive dashboard for analytics and memory lifecycle visualization.
Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches?
KuTIE improves LLM-generated Kubernetes security patches by incorporating live runtime topology context from Istio and Trivy.
Empirical Evaluation of Out-Of-Distribution Performance of Tabular Foundation Models
An empirical evaluation of nine Tabular Foundation Models (TFMs) showing that they degrade under distribution shifts, similar to classical tabular models.
Pictura: Perspective-View Self-Play at Scale for Driving
Pictura is a GPU-accelerated multi-agent driving simulator that enables large-scale self-play training for driving policies directly from perspective views.
MDTransformer: A Hardware-Software Co-Design of Mode-Division Photonic Transformer Accelerator with Inverse-Designed Coherent Crossbar
MDTransformer is a photonic transformer accelerator that uses mode-division optical dataflow to improve energy efficiency and area reduction in Transformer inference.
$\pi\mathbf{R}^2$: Reactive Real-time Flow Policies
$π²$ is a framework that makes action-chunking flow policies reactive and real-time by splitting conditioning into fast and slow channels.
Pass the Baton: Trajectory-Relayed On-Policy Distillation
Relay-OPD is a trajectory-relayed on-policy distillation method that uses teacher intervention to fix failed reasoning paths in student models.
Diffusion Model-based Parameter Estimation in Dynamic Power Systems
A joint conditional diffusion model-based framework for parameter estimation in dynamic power systems, addressing the non-uniqueness problem.
Flume Water Monitor 915 MHz Security Is Pretty Good
An analysis of the security of the Flume Water Monitor's 915 MHz communication protocol.
Starter Homes Are Piling Up While Luxury Homes Fly Off the Market
Discussion on the housing market trends where starter homes are less available while luxury homes are selling quickly.
SAM3D-Guided Object-Centric Representation Alignment for Vision-Language-Action Models
Proposed SAM3D-Guided Object-Centric Representation Alignment framework to improve 3D understanding in Vision-Language-Action (VLA) models for robot manipulation.