Why we need more human algorithms

Posted by Mike Walsh

Jan 12, 2020 7:22:01 PM

Flynn Coleman

 

Flynn Coleman has led a fascinating life. An author, international human rights attorney, professor, social justice activist and a former competitive athlete she has spoken and written on a wide range of issues from war crimes to behavioral economics. Her wonderful new book, A Human Algorithm, makes the urgent case for why we need ethically designed AI. In our conversation we talked about the co-evolution of tools and people, non-human forms of intelligence and the dangers of automating inequality. 

 

 

CATEGORY: Culture, Technology

How to lead a successful digital transformation

Posted by Mike Walsh

Aug 11, 2019 4:35:33 PM

ChristineDay CroppedChristine is one of the most talented and thoughtful technology leaders around today. Currently CIO at Questrade, she was recognized in 2017 as a Canada’s Most Powerful Women: Top 100 Award Winner. We met at a Gartner event where I was presenting on an early version of my 'Algorithmic Leader' idea, and as someone that exemplified many of those values, I was keen to continue our discussion about what she had learned from leading successful digital transformations. In particular, I was curious about the results of their ‘Spotify-style’ agile transformation at Questrade, the impact of automation on their organization design and why the most valued people in her team were ’T-shaped’ rather than ‘I-shaped’. 

 

CATEGORY: Leadership, Technology

The coming age of AI products

Posted by Mike Walsh

May 14, 2019 10:07:08 PM

Karthik Ramakrishnan

 

As AI moves out of research labs and into the real world of commercial applications, we will increasingly see the rise of AI products - whether it be detecting fraud in financial transactions or optimizing supply chains. While you won’t need a detailed knowledge of machine learning models to take advantage of the next generation of AI tools, you may well require an appreciation for confidence intervals and a new approach to making decisions. On a trip to Toronto, I caught up with Karthik Ramakrishnan, Head of Industry Solutions & Advisory at Element AI. We spoke about the near-term challenges of embedding AI decision-making in organizations, and why just as important as getting algorithmic products to work with people, will be getting the products to work with each other to make complex, synthesized decisions across the company of the future.

 

CATEGORY: Leadership, Technology

Building the retail AI stack

Posted by Mike Walsh

May 6, 2019 3:11:00 PM

Jason Hosking

 

I met Jason in Las Vegas while speaking at the National Automatic Merchandising Association show. The vending industry is uniquely placed to be a testing ground for the intersection of data, consumer behavior and autonomous retail solutions. Jason, who is the CEO of AI startup Hivery was originally selected as part of an innovation accelerator organized by the Coca-Cola Company in Atlanta. Tasked to take Coke assets and create a new business model, they came up with an AI platform designed to transform retail decision making. Catching up backstage in Vegas, we spoke about the future of machine learning, and what it might take to build a complete retail AI technology stack.

 

CATEGORY: Retail, Technology

Avoiding the steampunk automation trap

Posted by Mike Walsh

Apr 28, 2019 5:45:45 PM

George Kaczmarskyj

 

Robotic process automation is a tempting proposition for many leaders: who wouldn’t want the ability to replace your processes with cheap algorithms that can run 24/7? However, the real benefit of automation is not efficiency or cost-savings, but the opportunity to rethink your entire operating model. I spoke recently with some of EY’s automation clients in New York, and one of the most interesting chats I had was with George Kaczmarskyj, a principal within EY’s Financial Services advisory practice, who leads Robotics and Intelligent Automation for Americas Financial Services. In this episode about the future of automation, we spoke about the similarities with the early days of electricity when companies also struggled to reinvent their paradigm and business models.

 

CATEGORY: Leadership, Technology