Some AI/ML Content I’m Loving Right Now

My cousin Will Essigs recently sent me a book for Christmas. Sorry Santa, my transgression of pre-Christmas gift unwrapping can be explained: Will is one of the smartest, most hardworking people I know, and my desire to be a consultant is largely derived from his successful career. I could tell it was a book and knew the information inside was important. It was AI Superpowers – China, Silicon Valley, and the New World Order by Kai-Fu Lee, and it was very important.

I’m absolutely loving this book. It’s an analysis on the human-AI coexistence, predicting the disruptive shifts that define our AI-driven future. One of my favorite lines so far comes from Lee’s discussion with young students. He explains that, “we all want to know what AI Automation will mean for our jobs and for our sense of purpose… which people and countries will benefit from the tremendous technology… whether AI can vault us to lives of material abundance, and whether there is space for humanity in a world run by intelligent machines. We hear AI/ML all the time these days, but Lee believes this exploration is just in its infancy.

Obsessed with Lee’s writing, I began to look for more of his work. AI Superpower was written in 2018, and although still very current, there has been so much progression in the past 4 years. I was delighted to find that Lee released a new book just recently in September 2021 called AI 2040 – Ten Visions for Our Future.

This book is less analytical and more story telling. Lee and his ex Google co-worker / best selling science fiction author Chen Qiufan answer an imperative question: How will artificial intelligence change our world within twenty years? The book tells 10 gripping short stories, set twenty years ahead, about the future of AI. Although a few chapters in, Lee wrote something that really got me excited:

“AI will give us back our most valuable resource: Time. It will take over routine tasks and liberate us to do more stimulating or challenging jobs. Humans will work symbiotically with AI– with AI performing quantitative analysis, optimization, and routine work, while we humans contribute our creativity, critical thinking, and passion. Each humans productivity will be amplified, allowing us to realize our potential”

After Lee’s work, I plan to dive into some books that Alexandros Zenonos, PhD has recommended in his article Top 3 Books a New Data Scientist Should Read.

  1. Machine Learning by Tom Mitchell
  2. Elements of Statistical Learning by Trevor Hastie
  3. Pattern Recognition and Machine Learning by Christopher Bishop

My Favorite Podcast: The Process and Automation Podcast

Episode #43: Arno Van Rooyen and Sascha Cutura talk about the recent news and fluidity that surround Low Code and RPA Platforms.

Founders Arno Van Rooyen and Sascha Cutura begin with big news: Vista Equity Partners buys BluePrism, a deal that is estimated to be worth $1.5B. BluePrism is one of the big three RPA vendors, the other two being UiPath and Automation Anywhere.

Arno Van Rooyen and Sascha Cutura explain that the BluePrism acquisition could mean big things are coming from the trailing Platform. I’ve found a similar resonance from RPA professionals that I’ve spoken with: UiPath seems to be leading the big 3, however this could change.

Cutura goes on to explain that although the big 3 have been historically dominant, RPA is hot: “left and right, there are a new vendors popping up and other, bigger vendors are buying smaller vendors.” There’s a lot of fluidity in the Automation space. There exists ample M&A activity from PE firms and vendor on vendor acquisitions. This signals that RPA is a hot space full of promise and potential.

The below episode focuses on BluePrism, as their Advisory Alliance Director Brad Hairston talks about the future of Intelligent Automation. Brad is passionate about accelerating Digital Transformation through a blend of Human Capital, Digital Workers and Systems.

#44 The Future of Intelligent Automation with Brad Hairston at Blue Prism – The Process & Automation Podcast | Podcast on Spotify

The duo continues to talk about Low Code and No Code Platforms. As of late, there has been a plethora of activity within the market. Appian, a superior leader within Low Code Platforms has announced their newest version that will allow users to further leverage Automation within the Platform. With this version, they’ve allowed for seamless access to data pools across several applications.

They then spoke about brand-new-to-me technologies such as Anvil, a free Python-based drag-and-drop web app builder. With Anvil, one can build full stack web apps with nothing but Python. This is extremely interesting to me, as I just started the “Automate the Boring Stuff with Python” course on Udemy.

Another new-to-me technology is Creatio, a platform that enables users to customize a mobile app as quickly and easily as it takes to customize a desktop application. This sounds similar to Appian, and, with its strategic alliance with Low Code Labs, could be a well founded competitor.

Next, we hear of Claris, another Low Code RPA Solution, announcing their Low Code Accelerator Program. The program was created in respect to the the massive growth in low-code technology and the significant opportunity for increasing diversity within the tech industry. As someone with a barely technical background (MIS degree), this is extremely exciting for me. The program aims to equip students with technical and operational training on the Claris platform.

Lastly, and most exciting to me, the Process Mining Platform Celonis recently established a center of expertise called “Celonis Labs” for developing new and cutting edge solutions. The Lab will focus on the intersection of Process Mining and innovative technologies like AI and Augmented & Virtual Reality. It will be interesting to see how these concepts interact with and enhance Process Mining. They’ve also unveiled a Data Robot AI Cloud solution that will be used to unify the environment for what they call “the next generation of intelligent businesses.” Process Mining looks to be a budding practice– I can’t wait to get my hands dirty and dive into this exciting and evolving territory.

The scope and market for Automation is ever increasing. We see the evidence through PE firms getting in on the action, firms investing in RPA, RPA program development, and vendors investing in AI. I’m excited to be a part of this rapidly evolving industry.  

For more information about the Process and Automation Podcast, visit their website.