Chatterbox Labs - Explainable AI

   2020-04-16       27        Business
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Channel Description : AI Model Insights for Trustworthy & Fair AI
Channel Link : https://chatterbox.co
Feeds :
Title : Trustworthy AI & Validation of Enterprise AI Model Insights (AIMI)
Description :

Trustworthy AI is the number priority for business leaders for very good reason. Despite all the advances made with AI in academic breakthroughs, experimentation, methods, model build, accuracy, precision, recall and feature importance enterprises are still seeking greater insights into their AI models whether still in development or live in a production environment. Recalling AI […]

The post Trustworthy AI & Validation of Enterprise AI Model Insights (AIMI) appeared first on Chatterbox Labs.

Post Date : 09/02/2020
Title : Assessing the Fairness of an AI model
Description :

AI models can achieve very high accuracy (this is particularly true with contemporary deep learning methods) and can churn through data at a much higher rate than is possible with humans. This has led to their deployment in decision making systems across various industries. In general, these systems are trained (that is, taught how to […]

The post Assessing the Fairness of an AI model appeared first on Chatterbox Labs.

Post Date : 07/09/2020
Title : Explainable AI & the boardroom conversation
Description :

AI is a somewhat underspecified term and can mean many things to different audiences. However, in business, boardroom execs today are still seeking answers to what AI will truly deliver to their business. Many have spent millions of dollars, yet few have seen significant real-world impact and ROI. One exec recently remarked “In the current […]

The post Explainable AI & the boardroom conversation appeared first on Chatterbox Labs.

Post Date : 06/19/2020
Title : AI regulation is coming: Are you ready?
Description :

Are you ready? Governments and regulators now have well established regulations in place for managing data including the security and privacy implications associated with these.  However, as AI is now being regularly deployed within organisations, countries around the world are looking at how it should be regulated.  Some regulation builds upon (or is inherent within) […]

The post AI regulation is coming: Are you ready? appeared first on Chatterbox Labs.

Post Date : 05/22/2020
Title : Explainable AI Methods (XAI) & Why it takes years to create novel XAI IP fit for purpose
Description :

XAI today is the holy grail of AI and rightly so, the opportunity of unlocking the black box and providing explanations, insights and next best actions will have an impact across every industry. This is just the beginning… BTW – Artificial General Intelligence known as AGI is still in the dream phase and a long […]

The post Explainable AI Methods (XAI) & Why it takes years to create novel XAI IP fit for purpose appeared first on Chatterbox Labs.

Post Date : 05/15/2020
Title : Implementing Explainable AI (XAI) & Proof of Value in 4 hours via Zoom
Description :

Today more than ever enterprises are seeking immediate value from AI investments. Most enterprises have made significant AI investments yet continue to struggle with real world implementation of “why did the machine make its decision” and next best action. In order to deliver real-world AI, the fundamental and critical phases of ideation, experimentation, engineering and […]

The post Implementing Explainable AI (XAI) & Proof of Value in 4 hours via Zoom appeared first on Chatterbox Labs.

Post Date : 05/11/2020
Title : Explainable AI & adherence to impending global government AI regulations
Description :

When looking at the forecasted revenues of the AI market worldwide from 2018 to 2025 we see from $10 billion in 2018 to $126 billion in 2025. The business upside is significant, however with potential growth of this magnitude, risk and government regulation was inevitable. Governments around the world today see AI as a great enabler to […]

The post Explainable AI & adherence to impending global government AI regulations appeared first on Chatterbox Labs.

Post Date : 05/05/2020
Title : Explainable AI is needed now; the time for experiments has gone
Description :

Now, more than ever, AI projects need to deliver results quickly. As CMSWire notes, the times of long drawn out proof of concepts and AI experiments are gone; AI needs to deliver business results quickly. Looking at this in the context of Explainable AI this is critical. Explainability is not a nice to have, it […]

The post Explainable AI is needed now; the time for experiments has gone appeared first on Chatterbox Labs.

Post Date : 04/28/2020
Title : Addressing bias in AI needs Explainability; you can’t fix what you can’t see
Description :

Contemporary machine learning systems are different from traditional rules-based systems. With these traditional systems a series of rules were written that matched up with the desired operation of the system. In machine learning, the system learns how to make decisions from the data that is presented to it. Whilst this has many advantages, a very […]

The post Addressing bias in AI needs Explainability; you can’t fix what you can’t see appeared first on Chatterbox Labs.

Post Date : 04/14/2020
Title : Enterprise XAI: Ensuring success within an Enterprise environment
Description :

Explainability within Enterprise AI is critical, whether this is to comply with regulation such as the GDPR, for auditing your AI systems, for feeding back to customers, for getting buy-in from internal teams and boardrooms or actioning on the decisions made by the AI. This message is becoming very apparent, but how does this high-level […]

The post Enterprise XAI: Ensuring success within an Enterprise environment appeared first on Chatterbox Labs.

Post Date : 03/31/2020


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