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  5. Shifting AI from activity to outcomes in the year ahead
Shifting AI from activity to outcomes in the year ahead
FRESH PICKS

Shifting AI from activity to outcomes in the year ahead

New Elastic research reveals why many Australian businesses exceeded their AI budgets last year: it's a data foundation problem. Discover how to shift focus from tokenmaxxing to real business ROI and proper governance.

DevelopmentElastic BlogPublished: July 6, 2026
Development
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Presentation: Practical Robustness: Going Beyond Memory Safety in Rust

Andy Brinkmeyer shares how engineering leaders and architects can use Rust to build failure-proof systems. Moving beyond memory safety, he explains how ownership, enums, and the typestate pattern embed complex runtime protocols into…

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AI Model Context Protocol Adds Centralised Auth for Enterprise

The Model Context Protocol team has promoted its Enterprise-Managed Authorisation extension to stable status, adding a centralised way for organisations to control access to MCP servers through their identity provider. The project states…

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