Marc Andreessen recently wrote a long article in the WSJ which he asserted that “Software Is Eating The World.” I enjoyed reading it, but I don’t think it goes far enough.
I believe the machines have already taken over and resistance is futile. Regardless of your view of the idea of the singularity, we are now in a new phase of what has been referred to in different ways, but most commonly as the “information revolution.” I’ve never liked that phrase, but I presume it’s widely used because of the parallels to the shift from an agriculture-based society to the industrial-based society commonly called the “industrial revolution.”
At the Defrag Conference I gave a keynote on this topic. For those of you who were there, please feel free to weigh in on whether the keynote was great, sucked, if you agreed, disagreed, were confused, mystified, offended, amused, or anything else that humans are capable of having as stimuli-response reactions.
I believe the phase we are currently in began in the early 1990’s with the invention of the World Wide Web and subsequent emergence of the commercial Internet. Those of us who were involved in creating and funding technology companies in the mid-to-late 1990’s had incredibly high hopes for where computers, the Web, and the Internet would lead. By 2002, we were wallowing around in the rubble of the dotcom bust, salvaging what we could while putting energy into new ideas and businesses that emerged with a vengence around 2005 and the idea of Web 2.0.
What we didn’t realize (or at least I didn’t realize) was that virtually all of the ideas from the late 1990’s about what would happen to traditional industries that the Internet would distrupt would actually happen, just a decade later. If you read Marc’s article carefully, you see the seeds of the current destruction of many traditional businesses in the pre-dotcom bubble efforts. It just took a while, and one more cycle for the traditional companies to relax and say “hah – once again we survived ‘technology'”, for them to be decimated.
Now, look forward twenty years. I believe that the notion of a biologically-enhanced computer, or a computer-enhanced human, will be commonplace. Today, it’s still an uncomfortable idea that lives mostly in university and government research labs and science fiction books and movies. But just let your brain take the leap that your iPhone is essentially making you a computer-enhanced human. Or even just a web browser and a Google search on your iPad. Sure – it’s not directly connected into your gray matter, but that’s just an issue of some work on the science side.
Extrapolating from how it’s working today and overlaying it with the innovation curve that we are on is mindblowing, if you let it be.
I expect this will be my intellectual obsession in 2012. I’m giving my Resistance is Futile talk at Fidelity in January to a bunch of execs. At some point I’ll record it and put it up on the web (assuming SOPA / PIPA doesn’t pass) but I’m happy to consider giving it to any group that is interested if it’s convenient for me – just email me.
If you don’t know Orbotix, they make Sphero, the robotic ball you control with your smartphone. And if you you wonder why you should care, take a look at Sphero on his chariot being driven by Paul Berberian (Orbotix CEO) while running Facetime.
We are looking for two new full time positions to fill as soon as possible. We need talented iOS and Android Developers that are not afraid of a little hard work and a little hardware! You must have an imagination. No previous robotics experience necessary but it doesn’t hurt. We want someone that can help make an API, low level protocols, implement games and work on other research and development tasks for Sphero. We expect some level of gaming history and previous experience in the field. There are online Leaderboards and some side tasks include coding up demonstration apps for our numerous interviews, conventions and for fun! We pay well, have plenty of food and beverage stocked including beer, redbull and the famous hot-pockets, are in downtown Boulder and literally play with robots all day/night long. Read our full jobs posting at https://www.orbotix.com/jobs/ for more info. Take a chance…. email me at email@example.com.
A post in the New York Times this morning asserted that Software Progress Beats Moore’s Law. It’s a short post, but the money quote is from Ed Lazowska at the University of Washington:
“The rate of change in hardware captured by Moore’s Law, experts agree, is an extraordinary achievement. “But the ingenuity that computer scientists have put into algorithms have yielded performance improvements that make even the exponential gains of Moore’s Law look trivial,” said Edward Lazowska, a professor at the University of Washington.
The rapid pace of software progress, Mr. Lazowska added, is harder to measure in algorithms performing nonnumerical tasks. But he points to the progress of recent years in artificial intelligence fields like language understanding, speech recognition and computer vision as evidence that the story of the algorithm’s ascent holds true well beyond more easily quantified benchmark tests.”
If you agree with this, the implications are profound. Watching Watson kick Ken Jennings ass in Jeopardy a few weeks ago definitely felt like a win for software, but someone (I can’t remember who) had the fun line that “it still took a data center to beat Ken Jennings.”
While that doesn’t really matter because Moore’s Law will continue to apply to the data center, but my hypothesis is that there’s a much faster rate of advancement on the software layer. And if this is true it has broad impacts for computing, and computing enabled society, as a whole. It’s easy to forget about the software layer, but as an investor I live in it. As a result of several of our themes, namely HCI and Glue, we see first hand the dramatic pace at which software can improve.
I’ve been through my share of 100x to 1000x performance improvements because of a couple of lines of code or a change in the database structure in my life as a programmer 20+ years ago. At the time the hardware infrastructure was still the ultimate constraint – you could get linear progress by throwing more hardware at the problem. The initial software gains happened quickly but then you were stuck with the hardware improvements. If don’t believe me, go buy a 286 PC and a 386 PC on eBay, load up dBase 3 on each, and reindex some large database files. Now do the same with FoxPro on each. The numbers will startle you.
It feels very different today. The hardware is rapidly becoming an abstraction in a lot of cases. The web services dynamic – where we access things through a browser – built a UI layer in front of the hardware infrastructure. Our friend the cloud is making this an even more dramatic separation as hardware resources become elastic, dynamic, and much easier for the software layer folks to deploy and use. And, as a result, there’s a different type of activity on the software layer.
I don’t have a good answer as to whether it’s core algorithms, distributed processing across commodity hardware (instead of dedicated Connection Machines), new structural approaches (e.g. NoSql), or just the compounding of years of computer science and software engineering, but I think we are at the cusp of a profound shift in overall system performance and this article pokes us nicely in the eye to make sure we are aware of it.
The robots are coming. And they will be really smart. And fast. Let’s hope they want to be our friends.
I do not want to tangle with an army of 10,000 of these. Especially ones that have lots of sharp pokey electrocution things built in to their foreheads.
I wonder what my golden retriever would think of these dudes. Now, what would have really been sweet is if I had one of these when I was 10 and could put it in my brother’s bedroom at night. Bwahahahahahahahahaha.
I’m completely laughing my ass off after watching Samantha Bee’s Future Shock – Roombas of Doom segment on Comedy Central.