Research released around the recent Black Hat USA 2026 conference suggests that artificial intelligence is increasing the speed and scale of cybersecurity activity without replacing the attack methods defenders already face.
Anthropic is adding new enterprise deployment options for Claude Desktop, saying organizations that use the app through Amazon Web Services, Google Cloud, and Microsoft Foundry can now access the full desktop experience across chat, Claude Cowork, and Claude Code.
A new Cloudera survey of 1,500 enterprise technology leaders found widespread AI-driven architecture changes, with governance problems, rising infrastructure costs, and workload placement pushing organizations toward more hybrid approaches.
As institutions work to set technology priorities and budgets for the year ahead, now is the time to determine what to add, what to consolidate, and where to get more from existing investments.