Probabilistic Learning on Spheres: von Mises-Fisher, Spherical Cauchy, and Bingham Distributions

Table of Links Abstract and 1. Introduction Some recent trends in theoretical ML 2.1 Deep Learning via continuous-time controlled dynamical system 2.2 Probabilistic modeling and inference in DL 2.3 Deep Learning in non-Euclidean spaces 2.4 Physics Informed ML Kuramoto model 3.1 Kuramoto models from the geometric point of view 3.2 Hyperbolic geometry of Kuramoto ensembles … Read more

The AI Arms Race (Offense vs Defense)

Check Point’s Cyber Security Report 2026 shows 70% increase in cyber attacks since 2023. 60% of executives reported their organizations faced AI-powered attacks, but only 7% had deployed AI defenses at scale. Moody’s 2026 cyber outlook warns that AI-related threats will “become more prevalent and pronounced”

The HTML Partial Trap: Why HTMX is Only Half the Story

Introduction: The Hypermedia Renaissance We are living in the middle of a hypermedia renaissance. Frameworks like HTMX have correctly identified that the “Single Page Application” (SPA) model often introduces unnecessary complexity, pushing developers to manage state in two places and build expensive APIs for what should be simple UI updates. The core premise of HTMX … Read more

Minimum Incident Lineage (MIL): A Run-Level Evidence Standard for Reproducible Data Incidents

A revenue dashboard drops 18% overnight. The pipeline is ‘green.’ The lineage graph looks right. Query history shows the job ran successfully. Yet you still can’t answer the only question leadership cares about: what changed—and can we prove it? Traditional lineage is built for discovery: it shows what depends on what. Incidents demand evidence: what … Read more

Adobe Animate is shutting down next month

Adobe is pulling the plug on Adobe Animate. In a FAQ posted to Adobe’s website, the company says it will stop selling the animation software on March 1st, citing the emergence of new platforms “that better serve the needs of the users.” Users have until March 1st, 2027 (or March 1st, 2029 for enterprise customers) … Read more

5 Key Causes of Employee Burnout and How To Take Action​

The World Health Organization (WHO) says that employee burnout is an “occupational phenomenon”. It goes beyond being tired, having time off, or missing a deadline; it’s a state of ongoing mental and physical exhaustion caused by a range of workplace factors. Employees who are experiencing burnout often feel exhausted, disconnected from their work, struggle to … Read more