Blog

AI regulation is coming: Are you ready?

Stuart Battersby

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May 22, 2020

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) […]

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Explainable AI Methods (XAI) & Why it takes years to create novel XAI IP fit for purpose

Henrique Nunes

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May 15, 2020

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 […]

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Implementing Explainable AI (XAI) & Proof of Value in 4 hours via Zoom

Danny Coleman

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May 11, 2020

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 […]

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Explainable AI & adherence to impending global government AI regulations

Danny Coleman

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May 5, 2020

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 […]

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Addressing bias in AI needs Explainability; you can’t fix what you can’t see

Stuart Battersby

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April 14, 2020

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 […]

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Enterprise XAI: Ensuring success within an Enterprise environment

Stuart Battersby

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March 31, 2020

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 […]

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AI Validation & Risk Assessment

Danny Coleman

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March 12, 2020

AI industry analysts state that AI projects and their real-world success metric is less than 8%. This is a staggeringly low number given the billions of investment and big bets being made. Unlike other traditional software implementations, AI has always been vague and it has been accepted that machines are correct in making their decisions. […]

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Containerized, Model Agnostic Explainable AI

Stuart Battersby

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January 27, 2020

Chatterbox Labs’ Explainable AI software works with any AI model in any AI system, which our enterprise customers use for: Validating continual AI model business relevance Auditing, tracing & explaining any AI model (text, image and mixed data) Exploiting & reinforcing existing AI assets Complying with global government AI regulation initiatives Conforming to a unified […]

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Explainable AI (XAI) – Auditing & Measuring AI Investments

Danny Coleman

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November 1, 2019

With the plethora of AI Clouds, engines and platforms available to the enterprise everyone has an opinion on which is best to strategically lock into. AutoML still appears to still be the flavour of the day, however Chatterbox Labs see a different dimension to AI. Explainable AI by 2023 will be pivotal to any enterprise […]

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Tech Blog: Deploying Explainable AI APIs with existing AI assets & platforms

Stuart Battersby

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September 27, 2019

Chatterbox Labs’ patented Explainable AI (XAI) product can explain any AI model. This is critical because it means that, rather than replacing all of your years of AI investments with a new explainable model (that may not achieve the performance that the existing system can), our XAI works hand in glove with your existing system […]

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