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.
Siloed tools, teams, budgets, and resources spread across departments and campuses generate massive amounts of data. However, fragmentation creates unnecessary exposure to security threats and inadvertently reduces student support because no one can see the whole picture.
Artificial intelligence is raising the stakes of cyber conflict as attackers use the technology to accelerate reconnaissance, uncover vulnerabilities, and launch attacks faster than many security teams can respond.
Anthropic has released Claude Sonnet 5, positioning the model as its most autonomous mid-tier offering to date and a lower-cost alternative to its flagship Opus 4.8 system. The company said the model can plan multi-step tasks, operate tools such as browsers and terminals, and complete agentic work at a level that previously required larger and more expensive models.