Coverage

Artificial Ignorance – To Err Is Human

In March 2018, some argue, artificial intelligence killed someone for the first time. A self-driving car, which uses machine learning (a type of AI), took too long to conclude that the data from its sensors indicated a pedestrian. The result was a tragic loss of life. This is one of the most upsetting examples of […]

Tessella – Putting the ‘data’ in data analytics

Oil and gas companies are excited about the potential of data analytics. However, they struggle to move from a promising idea to something useable in everyday operations. The problem, says Dr. Warrick Cooke, consultant with data science company Tessella, is the data being fed in to their models. There is little doubt in oil and […]

Want to get smart with data? Get out of the echo chamber

As the Director of Analytics Solutions and Operations Manager in Houston, James Sokolowski advises on effective analytics strategies at Tessella It is no secret that many industries are looking to developments in artificial intelligence (AI) and the internet of things (IoT) to reduce the cost and risk of identifying new opportunities. The oil and gas […]

How do we address the reproducibility crisis in artificial intelligence?

Market incentives can also impede reproducibility. AI labs are often encouraged by parent companies to get newsworthy results by any means and make them difficult to copy. This encourages researchers to prioritize research outputs over methods and to conceal crucial aspects of their workings… Read Matt Jones’, data science and lead strategist at Tessella, latest […]

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