#ai News & Analysis

The Internet of Physical AI Agents: Interoperability, Longevity, and the Cost of Getting It Wrong

The Agentic Researcher: A Practical Guide to AI-Assisted Research in Mathematics and Machine Learning

MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale

100x Cost & Latency Reduction: Performance Analysis of AI Query Approximation using Lightweight Proxy Models

Standardizing Medical Images at Scale for AI

Efficient LLM Serving for Agentic Workflows: A Data Systems Perspective

When Generative Augmentation Hurts: A Benchmark Study of GAN and Diffusion Models for Bias Correction in AI Classification Systems

MemX: A Local-First Long-Term Memory System for AI Assistants

Robust Generative Audio Quality Assessment: Disentangling Quality from Spurious Correlations

A Scoping Review of AI-Driven Digital Interventions in Mental Health Care: Mapping Applications Across Screening, Support, Monitoring, Prevention, and Clinical Education

CoMAI: A Collaborative Multi-Agent Framework for Robust and Equitable Interview Evaluation

CompDiff: Hierarchical Compositional Diffusion for Fair and Zero-Shot Intersectional Medical Image Generation

Characterizing Delusional Spirals through Human-LLM Chat Logs

Malicious Or Not: Adding Repository Context to Agent Skill Classification

When Openclaw Agents Learn from Each Other: Insights from Emergent AI Agent Communities for Human-AI Partnership in Education

Finding Common Ground in a Sea of Alternatives

ODIN-Based CPU-GPU Architecture with Replay-Driven Simulation and Emulation

A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems

The DeepLog Neurosymbolic Machine

Impatient Users Confuse AI Agents: High-fidelity Simulations of Human Traits for Testing Agents

NeuroSim V1.5: Improved Software Backbone for Benchmarking Compute-in-Memory Accelerators with Device and Circuit-level Non-idealities

Explanation User Interfaces: A Systematic Literature Review

Readers Prefer Outputs of AI Trained on Copyrighted Books over Expert Human Writers

AI4EOSC: a Federated Cloud Platform for Artificial Intelligence in Scientific Research

AI was supposed to kill off consultants. It’s not happening, Capgemini’s strategy chief says

Despite predictions that AI would disrupt the consulting industry, Capgemini's strategy chief reports that corporate boards still prefer human consultants over AI tools like ChatGPT for strategic advice. Instead of replacing consultants, companies are asking firms like Capgemini to help implement AI agents and solutions.