Inside The Gentlemen RaaS Leak: Attack‑Defense Dynamics in Modern Ransomware

The article dissects the May 2026 leak of the ransomware‑as‑a‑service group The Gentlemen, detailing its rapid rise, profit‑sharing model, edge‑device entry points, AI‑assisted tool development, supply‑chain attacks, internal breach, and concrete blue‑team mitigation recommendations.

AI-assisted MalwareAttack ChainBlue Team

0 likes · 12 min read

Inside The Gentlemen RaaS Leak: Attack‑Defense Dynamics in Modern Ransomware

Machine Heart

May 19, 2026 · Industry Insights

From Token Sales to Result Delivery: How AI Is Now Backed by KPI

The article examines how companies like Meta, Amazon, Sierra and Lingxi are moving from measuring AI by token consumption to charging for verifiable business results, outlining the RaaS model, its technical challenges, market data, and why result‑based pricing may become the dominant AI business paradigm.

AIAI Business ModelKPI

0 likes · 17 min read

From Token Sales to Result Delivery: How AI Is Now Backed by KPI

Machine Heart

Apr 12, 2026 · Industry Insights

From Mobility to Usability: How Far Are Humanoid Robots from Mass Delivery?

In the past six months the humanoid robot industry has moved beyond mere mobility, with dozens of companies deploying robots continuously in factories, warehouses, retail and homes, yet production pace, scenario choices and technical paths still leave several engineering bottlenecks before large‑scale delivery can be achieved.

AI PlatformsHumanoid RobotsRaaS

0 likes · 10 min read

From Mobility to Usability: How Far Are Humanoid Robots from Mass Delivery?