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Why Sub-50ms Inference Latency Is a Moral Imperative for Impact AI
When matching people to urgent global challenges, slow AI isn't just bad engineering — it's a missed window. Our Head of AI Research explains why speed is a design value, not a benchmark.
AI Research
March 12, 2025
· 8 min read
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CSRD Goes Live: What Enterprise Teams Need to Know Right Now
The Corporate Sustainability Reporting Directive is no longer theoretical. Here's how automated impact attribution changes the reporting game.
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Graph Neural Networks and the Future of Workforce Skill Modeling
How we moved from flat skill taxonomies to dynamic, contextual skill graphs — and why it changed everything about match quality.
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How Meridian Group Generated $4.2M in Social Value in One Quarter
A detailed look at how one global professional services firm went from ESG ambition to auditable impact in 90 days.
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Introducing Federated Impact Intelligence for Multi-Org Deployments
Our Global tier now supports federated skill graph architecture — enabling networks and multilaterals to coordinate impact across hundreds of organizations.
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The ESG Credibility Crisis — and Why AI Is the Only Credible Fix
As greenwashing scrutiny intensifies, organizations need more than pledges. They need real-time, attributable, auditable proof. Here's the landscape.
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Online Learning at Scale: Retraining Transformer Models Every 24 Hours
The engineering and ML science behind continuously updating a production transformer model without downtime, drift, or catastrophic forgetting.
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