Neel Somani explains why interpretability must evolve faster than model size

When systems lack interpretability, organizations face delays, increased oversight, and reduced trust. Engineers struggle to isolate failure modes. Legal and compliance teams lack the visibility ...
The Manila Times

Synheart Introduces Human State Infrastructure for Modern Systems

Synheart’s Human State Interface (HSI) is a foundational standard for representing and exchanging human state across ...
IEEE

Learning-Based Adaptive Fuzzy Output Feedback Control for MIMO Nonlinear Systems With Deception Attacks and Input Saturation

Abstract: This article proposes an adaptive fuzzy dual-channel event-triggered output feedback control approach for a class of multiple-input–multiple-output (MIMO) systems with deception attacks and ...
IEEE

Higher Order Sinusoidal-Input Describing Function Analysis for a Class of Multiple-Input Multiple-Output Convergent Systems

Abstract: This article introduces output prediction methods for two types of systems containing sinusoidal-input uniformly convergent (SIUC) elements. The first method considers these elements in ...