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For Application Development & Delivery Professionals

What Software Developers Don't Know About Neural Networks Could Hurt Them

How To Balance The Risks And Benefits Of This Powerful Technology

November 1, 2018

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Why Read This Report

The promise of AI is rapidly materializing. Capabilities once available only to data scientists are now easily accessible by app developers. The results are compelling, but they also come with risk. Developers must approach opaque AI models like neural networks that cannot reveal the logic behind a decision or insight with caution — and with support from risk and compliance pros. Application development and delivery (AD&D) pros should read this report to learn how to balance risk and reward with these powerful deep learning techniques.

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Table of Contents

  • Neural Networks' Unprecedented Accuracy Comes With Tangible Risks
  • Despite Vendor Advancements, Full Transparency Is A Long Way Off
  • Risk And Compliance Professionals Play A Critical Role
  • Recommendations

  • Make Transparency Requirements Part Of Application Development
  • Supplemental Material
  • Related Research Documents

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