Explainability

concepts · 3 notes linked

Related: Facebook · Amazon · Microsoft · Algorithmic Bias · AI Ethics · Mit · Tomaso Poggio · Curse Of Dimensionality

Notes

• AI Designs Computer Chips We Can't Understand — But They Work Really Well — AI inverse design of wireless RF chips surpassing human performance
• Sparse Models, The Math, And A New Theory For GroundBreaking AI — Poggio's theory that compositional sparsity explains deep network effectiveness
• The Reputational Risks of AI — Framework for diagnosing and responding to AI reputational failures