All Articles
18346 articles total
LiveStarPro: Proactive Streaming Video Understanding with Hierarchical Memory for Long-Horizon Streams
Introduction of LiveStarPro, a proactive streaming video understanding assistant featuring hierarchical memory and streaming verification decoding for long-horizon streams.
Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering
A critical analysis arguing that current coding benchmarks are misaligned with agentic software engineering by conflating models with their system harnesses.
No-Free-Fairness: Fundamental Limits and Trade-offs in Learning Systems
The 'No-Free-Fairness' theorems establish theoretical limits on fairness in learning systems, showing that disparity arises from intrinsic problem structures and finite data.
Conservation Laws for Modern Neural Architectures
A unified framework to characterize conservation laws in modern neural architectures, including GELU/SiLU activations and Mixture-of-Experts.
A Framework for Evaluating Agentic Skills at Scale
A framework for evaluating 'agent skills' at scale, demonstrating how structured knowledge artifacts influence LLM agent behavior and performance.
Human-in-the-Loop Atlas-Based 3D Asset Segmentation for Interactive Content Workflows
A human-in-the-loop pipeline for generating 3D asset segmentation atlases using SAM 2 and Label Studio for interactive content workflows.
When Multiple Scripts Matter: Evaluating ASR in Clinical Settings
Introduction of MultiClin, a benchmark for evaluating ASR robustness to multiscript variability in clinical settings.
Functional Equivalence in Attention: A Comprehensive Study with Applications to Linear Mode Connectivity
A study on functional equivalence in Transformers, explaining why rotary positional encodings (RoPE) enhance expressivity compared to sinusoidal encodings.
Perceptual compensation for tonal context in self-supervised speech models
Research suggests that self-supervised pre-training in wav2vec2.0 may not be sufficient for phonological regularities without supervised objectives.
[x86] AI Compute Extensions (ACE) Specification
Introduction of the x86 AI Compute Extensions (ACE) Specification to enhance AI workloads on x86 architectures.
Biological evolution and information acquisition
A theoretical discussion on biological evolution and how information is acquired through evolutionary processes.
Midjourney Medical goes from generating ‘cat images’ to full-body ultrasound scans
Midjourney is expanding into medical hardware with a full-body ultrasound scanner designed to provide MRI-like quality imaging.
Vision-language models for chest radiography do not always need the image
Research indicates that some medical vision-language models may rely on text priors rather than actually analyzing the radiographic images for diagnosis.
Structured Adversarial Camouflage via Voronoi Diagrams
Proposed a new method for adversarial camouflage using Voronoi diagrams to deceive person detection AI models effectively.
ED3R: Energy-Aware Distributed Disaster Detection Enabled by Cooperative Robotic Agents
Introduction of ED3R, an energy-aware distributed framework for cooperative robotic agents to detect wildfires under uncertainty.
Symplectic Transversality and Endpoint Green Estimates for Finite-Horizon Pontryagin Systems
A mathematical study on finite-horizon Pontryagin systems focusing on symplectic transversality and endpoint Green estimates.
Talking to Your Data: Exploring Embodied Conversation as an Interface for Personal Health Reflection
Exploring an embodied conversational agent as a user interface for reflecting on personal health data from wearables.
A Neuromorphic Trigger for Efficient Audio Event Detection
A neuromorphic trigger using spiking neural networks to efficiently gate audio events, significantly reducing computational FLOPs for downstream models.
MIVE: A Minimalist Integer Vector Engine for Softmax LayerNorm and RMSNorm Acceleration
MIVE is a minimalist integer vector engine designed to accelerate Softmax, LayerNorm, and RMSNorm operations in LLM hardware accelerators.
Show HN: Spin Lab
Spin Lab is a new tool shared on Hacker News, though the provided snippet contains no details.