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Monday, 2 March 2026

Import AI 447: The AGI economy; testing AIs with generated games; and agent ecologies

Import AI 7 months ago 36

Researchers at MIT, WashU, and UCLA argue that in an economy where AI handles most tasks, human value will shift from creating to verifying—monitoring and auditing machine agents to prevent them from optimizing for measurable metrics while violating actual human intent. They warn of a "Hollow Economy" where agents consume real resources to produce outputs that satisfy proxies while hidden debt accumulates, requiring investment in observability, verification infrastructure, and robust oversight systems. Society must either build verification capacity to match AI capabilities and benefit from automation, or assume AI is just another technology and face economic disruption.

AGI

Introducing Together AI’s new look

Together AI 7 months ago 7

Together AI updated its visual identity with design firm Pentagram to reflect its positioning around open-source innovation and systems research. The rebrand involves a new logo and visual system designed to represent how the company connects different stakeholder groups. The company did not announce specific business changes or product developments alongside the rebrand.

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