The AI news that matters, explained for business and IT professionals.
MariaDB says it is adding AI Retrieval, AI Plugins, Agent Memory and Semantic Cache to Enterprise Platform 2027, according to InfoWorld. The company says they help agents retrieve enterprise data, keep memory across sessions, and cut the cost and latency of repeated model queries.
Database vendors are racing to become the memory and retrieval layer for AI agents. The capabilities are vendor claims; their value will depend on accuracy and governance in real deployments.
If you run agents against production data, check that natural-language-to-SQL features are truly read-only and logged, and test semantic caching for stale or cross-user answers.
OpenAI says Daybreak Red is now available in AWS GovCloud (US-East) through Amazon Bedrock. It gives approved customers access to GPT-5.6 Cyber for authorized cybersecurity work.
OpenAI has published a customer story saying Cisco combines network intelligence with OpenAI models to strengthen enterprise security and build more adaptive defenses. The post is a vendor account; the excerpt gives no figures or technical details.
OpenAI says it is preparing its next internal security sprint, working with Cathedral Systems. The goal, according to the company, is to test and strengthen its defenses using AI.
OpenAI has published a post on Pando, a Git-compatible backend it built to handle the scale of development that its Codex coding agent makes possible. Only the company’s short description was available to us.