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Better together: Data spaces ground AI in trust and accountability

Better together: Data spaces ground AI in trust and accountability

Yet as AI scales, a different kind of friction begins to dominate. Not compute. Not model performance. But trust. Under what rules is data being used? Who is accountable when AI systems act across organizational boundaries? How can consent, provenance, and compliance...
Manufacturing data spaces: What’s actually taking shape

Manufacturing data spaces: What’s actually taking shape

Data spaces are different. Not because they are new, but because they respond to pressures manufacturing can no longer avoid. When data becomes unavoidable Manufacturers today depend on information that extends far beyond their own systems. Sustainability reporting,...
The factory is no longer enough

The factory is no longer enough

Manufacturing has always been interconnected, but today those connections are deeper, more international, and more digital than ever before. Value chains stretch across borders and sectors, while regulatory requirements around sustainability, circularity, emissions...
A new chapter for the IDSA Rulebook

A new chapter for the IDSA Rulebook

Rather than landing all at once, these updates will arrive step by step. However, the direction is already clear. From one book to many focused articles The most visible change sits in the structure. The current chapter-based format will give way to a collection of...