Everything Peter Levine said on any show that made the record, most notable first. Each card names its show and opens the statement there.
Levine: Real-time data processing will need to occur at the edge
“The other part is, so it's real-world information coupled with the idea that real-time data processing will need to occur at the edge where the information is being collected.”
Levine: Computing architecture is returning to a distributed edge intelligence model
“Believe it or not, we are returning to an edge intelligence distributed computing model that's absolutely thematic with the trends in computing of moving from centralized back out to distributed.”
Levine: Total connected computing devices will expand into the trillions
“I can imagine a world where there will be trillions of devices out there. So if you think about the challenges of management, security, data, all of the issues of distributed computing, that's now going to, it's the opportunity and the challenge of what we're …”
Levine: Data processing and key decision-making will shift to edge devices
“Important information will still get stored in a centralized cloud, but much of the processing in this new world will move out to the edge, and that's where the most important decisions will get made at the edge.”
Peter Levine predicts return to decentralized peer-to-peer computing models
“We are absolutely going to return To a peer to peer computing model where the edge devices connect together, creating a network of endpoint devices, not unlike we saw in the original sort of distributed computing model.”
Levine: Next generation of coders will be mathematicians, not logic writers
“The other thing is that we are going to move to a world of Data-centric programming. It's kind of interesting in the same way that, you know, I believe that cloud disaggregates into this new model. We're teaching everyone to code now, and we're teaching everyo…”
Levine: LiDAR sensor costs will eventually fall to 50 cents
“The first LiDAR for a Google car was 75,000 dollars. Now LIDAR is sub 500 dollars, and I'll bet you, and this is just like, there are no self-driving cars out there. I bet you it goes to 50 cents in the not-too-distant future.”
Levine: Open Source Is the Best Way to Create Software
“Open source was and is the best way to create software because it speeds product feedback, it drives adoption, it improves reliability.”
Levine: Open-Source Startups Spend Too Much Early Energy on Licensing
“Licensing is a heavily debated topic, and while it's important, I see a lot of companies spending too much energy in the early days on licensing. I think it's way more important to understand your competitive advantage and use licensing as part of a go-to-mark…”
Levine: Buyers cannot appreciate non-obvious software value without a sales team
“Often what gets missed in the whole product adoption cycle is the idea of selling value into the customer where value is not necessarily felt through a self-service product or whatever. You just can't see the value or appreciate the value until an organization…”
Levine: Individuals will control and monetize personal data via open markets
“And so, I think there will be a lot of cases where data becomes the purview of each individual, And we will choose how we want to go dispense it, and I think in certain cases, our data and what we produce will become valuable to consumers, and there'll be a ma…”
Levine: Data-driven programming models will proliferate across industry within a year
“And so I'll leave you with that, and next year we can revisit this. I guarantee you it will start to proliferate through the industry in the same way that some of the other things are.”
Levine: Cloud and SaaS enabled the commercial monetization of open source
“Well, the element, I believe, that has brought open source from fringe hobby project out of academia to mainstream is the fact that you can actually build commercial businesses On top of open source. Right. And a lot of that, which you guys at Databricks are d…”
Sensor and machine data volume will expand by orders of magnitude
“It will be literally orders of magnitude and in the exact mathematical sense, orders of magnitude, more data that needs to be stored in process.”
Machine learning cannot function effectively without in-memory processing
“Unless we get to in memory processing and in-memory data structures, machine learning doesn't really work.”
Levine: Monetizing freemium products requires a dedicated sales organization
“And with that, I believe that you need to have a sales organization actually come in to sell the premium products such that the users can be educated. The organization can be educated on the additional features that are available outside the base freemium prod…”
Levine: Bottom-up virality is a head fake without direct enterprise sales
“It's sort of a head fake when, you know, the best products, the products with this unbelievably great product market fit from day zero with freemium start to take off. And the assumption is like, oh, well, look at here. We don't need a sales organization. Let'…”
Levine: Most tech mergers fail due to sales and go-to-market confusion
“Most of these mergers fail because the go-to-market is muddled and the sales organization is, is muddled after the merger, you know, after the merger happens.”
Levine: Relations between tech boards and activist investors are toxic
“Well, I think it, I think for large tech companies, the relationship between management and the existing board and activist shareholders has become quite toxic.”
Levine: Short-term focus and limiting M&A harms public tech companies
“And you know limiting innovation and limiting M&A in favor of short-term results, I think really is going to have a big impact on, you know, large public companies and their ability to I would say do the right thing.”
Levine: AMPLab spinouts are far more innovative than Cisco or Oracle
“The companies coming out of there are way, way different than what I found, you know, from people coming out of, let's say, Oracle or Cisco.”
Levine: Spinning hard disk drives will be completely phased out
“Spinning disks are going away, okay?”
Levine: Find future opportunities by asking what replaces currently dominant technologies
“My whole philosophy around this is I take something that's very popular right now, cloud computing, and I say, what happens when cloud computing doesn't exist anymore? What fills that place?”
Levine: Legacy operating units consume corporate budget, killing internal innovation
“When it comes time for budgeting All the existing operating groups say we need X dollars, you expect us to grow a hundred percent a year, therefore we need a hundred percent of the dollars, and after everyone jumps in, there are no cookies left in the jar to g…”