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Why AI Leaderboards Fail the Global South

Why AI Leaderboards Fail the Global South

This position paper argues that AI leaderboards underserve the Global South because of weak governance, conflicts of interest, and inflexible metrics—not a lack of data. Using India as a case study, it recommends independently governed regional leaderboards that incorporate benchmarks such as IndicSUPERB, MILU, and LAHAJA.

Model Cards Alone Can’t Govern Open-Weight AI

Model Cards Alone Can’t Govern Open-Weight AI

A position paper analyzing 500 Hugging Face model cards argues that model cards alone do not provide enough information for governing open-weight foundation models. It proposes combining model cards with acceptable use policies and licenses to address safety, provenance, behavior, and enforcement gaps.

ArXiv AIResearch23h ago#model-cards#ai-governance
Alipay Rewrites Commerce Around User Intent

Alipay Rewrites Commerce Around User Intent

Alipay is positioning its Abao agent as a new commerce gateway where services are selected and executed through natural-language intent rather than ads, search rankings, or app navigation. Abao has connected more than 10,000 AI-enabled services across eight scenarios, including transportation, dining, travel, logistics, and government services.

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