Dell Perspectives

AI readiness is not a single spectrum. It is the intersection of two independent curves: how mature your cyber resilience posture is, and how far your AI adoption has progressed. The four positions that result each call for a different first move. Applying recovery practices you already trust to everything an AI system relies on is a different task than deciding which already-running AI workloads to protect first.

Enterprise AI is hybrid by default because enterprise infrastructure already is: data and compute are scattered across data centers, edge sites and clouds, and moving all of it into one place is rarely practical. Dell AI Data Platform's Data Orchestration Engine is built to keep data where it lives and bring the right compute to it, so manufacturers, banks, engineering teams and life sciences organizations can each run one workflow across many locations instead of many disconnected ones.

Modern Workplace Learn how to turn on your keyboard light, adjust brightness and timeout, and fix issues with quick checks, settings, and driver updates. By Dell Technologies|October 1, 2026 Topics in this article:Modern WorkplaceConsumer Products VerticalInformation Technology VerticalKeyboards & MiceTechnology & Tools A keyboard backlight makes typing easier in low light. The controls are not always obvious, and behavior varies by model.

Media and Entertainment Vertical Your laptop is a powerhouse, but its screen chains you to a desk. Spacetop on XREAL glasses and Dell Pro Precision frees you with a 100-inch workspace.

1. Returns The 30-day return period is calculated from invoice date. Exceptions to Dell's standard return policy still apply, and certain products are not eligible for return at any time. See . 2. Expedited Delivery: Expedited Delivery not available on certain TVs, monitors, batteries and adapters, and is available in Continental (except Alaska) U.S. only. Other exceptions apply. Not valid for resellers and/or online auctions. Offers subject to change, not combinable with all other offers. 3.

Healthcare AI is shifting from single-task automation to full workflow orchestration — and infrastructure must keep pace. Where an AI workload runs whether cloud, edge, or endpoint, should be a deliberate clinical and operational decision, not an afterthought. The Dell AI Factory with NVIDIA provides a full-stack foundation to operationalize AI wherever the data and the clinician demand it. Healthcare doesn't have an AI innovation problem.

Key takeaways: Remote employees carry sensitive business data through networks and places that weren't built with security in mind, and today's attackers can move through a system in minutes once they get in. Real protection goes beyond antivirus software. Dell business laptops deliver three reinforcing layers of security — supply chain security, built-in hardware and firmware protection, and software defenses.

Beyond standard LLMs: In mental health research, using unguided LLMs or raw "tag-and-swap" anonymization on narrative notes risks destroying clinical context, generating hallucinations, or introducing unnecessary data privacy risks. Structured text extraction: Dr. Gregory Kiar’s team at the Child Mind Institute developed a four-stage pipeline that converts noisy, free-form clinician notes into structured, graph-ready tables—preserving clinical meaning and complex family dynamics.

1. Returns The 30-day return period is calculated from invoice date. Exceptions to Dell's standard return policy still apply, and certain products are not eligible for return at any time. See . 2. Expedited Delivery: Expedited Delivery not available on certain TVs, monitors, batteries and adapters, and is available in Continental (except Alaska) U.S. only. Other exceptions apply. Not valid for resellers and/or online auctions. Offers subject to change, not combinable with all other offers. 3.

Key takeaways 10 min read Platform language has converged faster than engineering reality. Nearly every vendor describes its platform as open and disaggregated, but actual product documentation reveals important differences. The question that still separates the options is this: Which control plane will your AI data environment depend on, and how much of your environment must move into it first?