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AI & Enterprise

Database firms push data tech to cut token waste by AI agents

As AI companies shift from flat-rate plans to usage-based billing, operating costs for AI agents are rising sharply. Database companies are pushing infrastructure solutions designed to reduce token consumption, The Register reported. Vector database firm Pinecone launched Nexus, a knowledge engine that pre-arranges data structure and context. TigerData, developer of TimescaleDB, introduced Ghost, a database platform for AI agents billed by compute time rather than database count.

AI & Enterprise

Anthropic adds always-on \'Claude tag\' AI teammate to Slack

Anthropic has launched an always-on AI teammate feature called Claude Tag on Slack in a research preview, TechCrunch reported. The feature is available to Claude Enterprise and Claude Team customers and lets users tag @Claude in channels to get insights or assign tasks. Claude Tag continuously remembers channel conversations and work history so it can follow earlier context. Administrators control what tools, information and channels it can access.

AI & Enterprise

AWS launches knowledge graph services for AI agents, joins context intelligence race

Amazon Web Services has announced three new services positioned as a context intelligence stack for AI agents. The core is AWS Context, which automatically builds knowledge graphs from existing data and learns agent usage patterns to improve itself. It combines semantic search and graph-level reasoning to identify relationships between tables, column meaning and source reliability, and deliver needed information when agents run tasks. Queries can be tracked by identity.