THE LIVING ARCHIVE

From punched cards to autonomous collaborators: the ideas, people, languages and systems that taught machines to follow—and increasingly interpret—human intent.

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Tag: credit-assignment

Cooperative Reward Design for AI Teams: Avoiding Local Wins and Global Failure

Cooperative AI teams fail when agents optimize locally while the user loses globally, making reward decomposition, credit assignment, shared constraints, and system-level evaluation essential.

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