Is Governance Stifling AI?

Stuart Battersby

|

July 7, 2022

Artificial Intelligence (AI) is becoming prevalent across all business sectors.  Whilst the big headlines focus on use cases like self-driving cars and digital assistants such as Alexa, most of the time AI technologies are used to automate human decision making in less flashy scenarios.  Your credit card or mortgage application is likely reviewed by an […]

Read more

Chatterbox Labs collaborate with the World Economic Forum on the Responsible Use of Technology

Stuart Battersby

|

December 11, 2020

Chatterbox Labs are proud to have collaborated with the World Economic Forum (WEF) team on the Responsible Use of Technology project, resulting in the WEF’s release of the Ethics by Design report. The Responsible Use of Technology initiative of the World Economic Forum brings together experts and practitioners from the private sector, government, civil society […]

Read more

Sensitive attributes & hidden bias; assessing the fairness of your AI model needs transparent data

Stuart Battersby

|

October 22, 2020

Assessing the fairness of an AI model is a critical, yet challenging task that should involve business process, human judgement, and transparent data on the behaviour of the AI model. When any AI model is built using personal data, it is important (and legally required in most jurisdictions) that is does not unfairly discriminate. This […]

Read more

Managing AI Risks. Multiple Stakeholders Need Access to the Right Data and Insights

Stuart Battersby

|

September 30, 2020

In a guest post on insideBIGDATA I wrote: “There is no doubt that AI is exploding across businesses, and it is not just with the moon shots that make news headlines. Due to the speed and scale at which AI can operate, it is being used across the critical operations and decision making in everyday […]

Read more

Assessing the Fairness of an AI model

Stuart Battersby

|

July 9, 2020

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 […]

Read more

AI regulation is coming: Are you ready?

Stuart Battersby

|

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) […]

Read more

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

Stuart Battersby

|

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 […]

Read more

Enterprise XAI: Ensuring success within an Enterprise environment

Stuart Battersby

|

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 […]

Read more

Containerized, Model Agnostic Explainable AI

Stuart Battersby

|

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 […]

Read more

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

Stuart Battersby

|

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 […]

Read more
Get in touch