Listen: Creating Digital Twins Will Be The Next Step Of Machine Learning

Private equity is entering a period of adjustment after decades of expansion fueled by falling interest rates and abundant capital. That long-running tailwind reversed beginning in 2022, when interest rates rose sharply, disrupting deal activity, slowing exits, and bringing renewed attention to a long-standing vulnerability in private markets: liquidity. Industry reports have highlighted softer fundraising,…

Sterile Processing Departments (SPDs) remain the backbone of safe surgical care, yet across the country, they’re still routinely left out of early decision-making around products, construction, staffing, and case planning. As hospitals juggle tighter margins, higher patient acuity, and growing procedural demands, the consequences of excluding SPD voices become unmistakably real—showing up in daily…

In modern network installations, speed alone isn’t enough—precision is what keeps systems reliable and downtime low. Tools like the WireXpert MP cable certifier reflect how far copper cable diagnostics have evolved, moving beyond simple pass-or-fail testing into actionable insight. By running a full 500 MHz sweep on a Category 6A link, technicians can…

Industrial automation is in the middle of a profound shift, as manufacturers push beyond basic control toward fully connected, data-driven operations that bridge the plant floor and the enterprise. What began years ago as early experiments in digital transformation—simply getting PLC data into IT systems—has now accelerated into a critical business imperative fueled by…