If AI’s current excitement and hype interests you, I encourage you to join the Rocky Mountain Artificial Intelligence Interest Group (RMAIIG).
The monthly Meetup will follow the fascinating and rapidly evolving world of generative AI tools. The RMAIIG community is focused on exploring and discussing the latest developments in AI, particularly tools like ChatGPT, DALL-E, Midjourney, Microsoft’s Bing with Chat, and Google’s Bard and workspace tools. The group will also look at the impact of these tools on business, education, the workplace, law, entrepreneurship, and society.
RMAIIG was founded by Dan Murray. I met Dan in 1995, shortly after moving to Colorado, and we have been friends ever since. Dan started the Rocky Mountain Internet Users Group (RMIUG) in 1994, almost 30 years ago, eventually growing to over 15,000 subscribers on their email lists. Dan was also friends with a dear friend of mine, the late Larry Nelson, who was a fixture (with his wife Pat, of course) at the Internet user group meetings.
Their first meeting is Tuesday, April 11th, and covers a deeper dive into ChatGPT. The group is taking speaker suggestions and ideas for a venue for quarterly in-person meetings when they aren’t on Zoom. I encourage Rocky Mountain readers to get involved if they’re interested in exploring the rapidly-changing world of AI.
Earlier today, I got a note from Andy Sautins, CTO of Return Path, about the four year anniversary of the Boulder / Denver Big Data Meetup. Andy is a good friend and one of the really strong CTOs in Boulder. It’s pretty cool to see what he and his gang have created around Big Data.
While Big Data is often an overused buzzword, this meetup is about helping people solve data problems in new ways that allow them to build and scale their business faster than ever before. Over the past four year over 1,850 people have joined our group with over 100 routinely attending the monthly meeting.
For the upcoming meeting, Ted Dunning will be talking about machine learning with Mahout.
I’ve been intrigued with robots since I was a little kid. When I was at MIT in the 1980’s, there was a huge movement around the future of robotics. A few of my friends, most notably Colin Angle, went on to do something and co-founded iRobot which he still runs 25 years later. I didn’t pay a lot of attention to robots or robotics in the 1990’s as I got caught up in the Internet, but started thinking about them again about five years ago. Over the past few years, as part of our human computer interaction theme, we’ve invested in several companies doing “robotics related stuff” including MakerBot (3D Printers) and Orbotix (a robotic ball controlled by a smartphone). I’ve also looked at lots of robot-related companies and thought hard about the notion that the machines have already taken over and are just waiting patiently for us to catch up.
Recently I met with Nikolaus Correll, an assistant professor at CU Boulder in the Computer Science department. Nikolaus does research on multi-robot systems and has a bunch of great commercial ideas about robotics. As we were talking, we started discussing other people in Boulder who were working on robotics related stuff. It turns out to be a long list and Nikolaus asked “why don’t people talk more about all the robotics stuff going on in Boulder?” I had no clue so I said “let’s start a movement – titled Boulder is for Robots. Let’s get anyone doing robotics related stuff together and create some entrepreneurial critical mass around this, just like we have for the software / Internet community.”
We agreed that Boulder Is For Robots is a great call to action and are having our first Boulder Is For Robots Meetup on February 7th from 5pm – 10pm. Bring your robots – I’ll supply pizza and beer. You have to sign up in the Boulder Is For Robots Meetup group to find out the location.
In the mean time, following are some thoughts on the robot-related stuff going on in Boulder from Nikolaus. If you are working on something interesting, please add to the list.
Why “Boulder is for Robots” can be tied to a single observation: when I was working as a Post-Doc at MIT’s Computer Science and Artificial Intelligence Laboratory, almost everything we ordered to build robots came from somewhere less than an hour from Boulder. Why is this important? Let’s consider how Steve Wozniak developed the Apple computer, which revolutionized the computer industry from a garage. Did he really create a computer from scratch, transistor by transistor? Or did he emerge from hundreds of tinkerers that relied on a large community that provided mail-order electronic kits, do-it-your-self magazines, inspirational people, and hundreds of man years of university research? The bay area was indeed the place to be at the time with the Homebrew Computer Club and marketing genius Steve Jobs who convinced Wozniak to sell his design, laying the foundation for Apple. Building robots is much more complex than building computers, however: robots consist not only of computers, but also of sensors and mechanisms that need to be invented, re-combined, and modified to create a compelling product. I therefore believe that being part of a community is even more important for developing successful robot companies and having all the tools, know-how, and manpower close by provides a unique competitive advantage.
Boulder provides this infrastructure: For example, Sparkfun enables tens of thousands of amateurs and researchers to create electronic and mechatronic artifacts. They do that not only by retailing hard-to-acquire electronic components and innovative pre-fabbed modules that drastically increase the productivity of hobbyists, entrepreneurs and researchers across the nation, but they also provide free access to a wealth of educational resources that allow amateurs to mimic industrial processes, often just using kitchen equipment. Similarly, Acroname and RoadNarrow Robotics retails sensors and ready-made devices for building state-of-the-art robots, including laser scanners, motor drivers, and digital servos. All three companies actively develop hardware and software that make the integration of ever more complex mechatronic products possible in garages. They also contribute to a pool of “Can-Do” people that spin off companies.
Boulder turns out to be also a hub for manufacturing: close-by Aurora is home to one of the best deals in PCB Manufacturing ($33/each) in the country (Advanced Circuits) and the first – and still only – assembly service in the nation (AAPCB) that assembles single boards for less than $50.
While developers across the nation benefit from these Boulder-area companies, this unique ecosystem of tinkerers, leading manufacturing techniques, and suppliers create a vivid community that amplifies innovation in the Boulder area and already has attracted a series of successful robotics start-ups: For example, Modrobotics, a CMU spin-off, makes transformative robotic construction kits that could be the next “Lego”. Orbotix co-founded by a duo of young engineers from CSU and UNC that became part of the Boulder TechStars 2010 class and subsequently raised over $6m of venture money for their new gaming robot, Sphero. OccamRobotics, founded by a serial entrepreneur who came to Boulder from the bay area, is working on low-cost, autonomous pallet trucks that build up on recent breakthroughs in robotic algorithms, availability of open-source tools, and novel sensors.
Each these companies have in common that their founders identified Boulder as the place that will make them most successful – often moving here from other hot-spots for high-tech entrepreneurship and engineering. These start-ups are complemented by mechatronic giants such as Ball Aerospace, close-by Northrop Grumman and Lockheed Martin; small and medium-sized companies that develop robotic equipment for satellites and defense organizations; by a myriad of self-financed tinkerers that develop everything from robotic insects to robotic wheel-chairs in their living rooms and next-generation agriculture systems at Boulder’s Hacker-space Solid State Depot; and of course, the University of Colorado of which many engineering programs are among the top of the nation and the world, and which has a strong research program in unmanned aerial systems.
My lab is working on our agriculture system’s most pressing challenges, robots that can assemble large-scale telescope dishes in space to see into remote galaxies, understanding how intelligence can emerge from large-scale distributed, individually simple components, and constructing robotic facades that help save us power. These efforts are complemented by hands-on classes such as Robotics, Advanced Robotics, Things that Think, or Real-time embedded systems, and others, to shape a new generation of engineers who think of computers as devices that cannot only compute, but sense and literally change the world.
Why now? Robotics has been an industry since the 1960’s when George Devol’s Unimate was sold to manipulate steel plates in a GM plant. Indeed, robots have revolutionized manufacturing, but still have not delivered on early claims of the field. Robot stunts delivered by the Unimate on the 1961 “Tonight” show, still remain a major challenge for artificial intelligence 50 years later: opening a can of beer, pouring it, or directing an orchestra. These commercially successful robots, which led to the raise of Japan to a major industrial power in the 1980’s, were not autonomous, but simply execute pre-calculated paths. This trend is finally changing right now, documented by companies such as iRobot, Husqvarna and KIVA systems who successfully market autonomous robotic products, and is mainly driven by exponential developments in computing (“Moore’s Law”), cell phones and cars – both industries who integrate computing and sensors at high density.
“Boulder is for Robots” is not only an observation, but also an imperative to bring entrepreneurs, tinkerers, and capital together to bring the next big robotic idea to life in Boulder by exchanging know-how, man-power, and tools, and combining them into great new products. In case you already knew that “Boulder is for Robots”, please comment on this post and share what you do!
There are many things I love about Boulder. One of them is the powerful sense of community that exists. Talking about this is fine, but examples are better. Here’s one:
On the first Tuesday of every month is the Boulder New Tech Meetup. It’s one of the largest regular tech meetups in the world and is orchestrated by a bunch of folks, most notably Robert Reich of OneRiot who is the founder and ringleader. Given my travel, I can’t make it regularly but I try to go a couple of times a year. Each time is fascinating – I’ve always learned something, met some interesting folks, and had fun.
Last week Robert and the NewTech gang decided to do something different. They lined up multiple non-profit organizations who presented New Tech style, but with a twist. Once all of the groups were finished on the podium (they each got two minutes instead of the typical five minutes to present) they split up into rooms all over the CU Wolf Law Building (where the New Tech Meetup is held) and started hacking. The tech community helped the non-profits on tech issues ranging from web design to social media help, database support to graphic design, and everything in-between.
Robert sent me a list of the non-profits that presented. They follow and include several that Amy and I support philanthropically:
Here are the stats of what happened:
It’s pretty amazing what can happen when you put a bunch of smart techies in a room. Boulder – I love you and miss you. And, if you are in a NewTech Meetup in another city, I challenge you to help out some non-profits!