Cham: VCs enter the industry for returns or science fiction
“I think some people become VCs because they like the opportunity for fantastic returns, and some people become VCs because they read too much science fiction.”
Machine learning is now a top agenda item for Fortune 50 CEOs
“Now, what's interesting, when we first started talking about machine learning three years ago, I think it was still seen as something that only tech companies were interested in, and what's changed over the last three years is that now everyone's interested. T…”
James Cham: Doomsday and labor replacement debates miss real AI opportunities
“The danger, though, is that a lot of the conversation focuses on what I would call either Theological questions about the end of the world, which is interesting, but I think oftentimes not relevant, or questions around straightforward labor replacement, and I …”
James Cham: Near-term AI will consist of many small specialized systems
“I think machine intelligence is not going to be, at least in the near term, you know, one big intelligence, but as it is for our own brains, many small intelligences and many, many small systems that help us make Good decisions or make decisions for us and do …”
Cham: Many corporate ML projects will fail due to poorly defined problems
“My own bet is that you'll see a lot of that happening over the next few years as the number of high profile projects inside corporations end up not yielding fruit in part because the problem was not defined well enough, or there was an assumption that If we ju…”
James Cham: ML SaaS will enable cross-company insights without sharing raw data
“There's going to be something, some similar insight and some similar buzzword about the separation of models and the ability to share insights of models between companies while at the same time not actually sharing data.”
James Cham: Standard SaaS pricing metrics fail for machine learning software
“The more data you get, the more valuable it is actually for the SaaS company, right? And so all the normal units of measure around how much you should charge are, don't really apply and don't entirely make sense.”
Cham: Smartphone adoption turns all workers into knowledge workers
“I think we live now in a world where everyone is a knowledge worker, and so everyone from the construction worker to the chef, the line chef, will have a Android phone and will be able to digitize their work.”
Cham: Applying developer concepts to vertical industries will generate many startups
“And I think that frame of thinking is a helpful frame and has, is going to lead to A huge number of startups.”
James Cham: Groups are uniquely bad at making interesting decisions
“Groups are really good at Getting new diverse points of view and new bits of information. And groups are actually also really good at doing complex coordinated tasks. Groups are uniquely bad at making interesting decisions.”
Cham: The best venture investment decisions are always highly controversial
“The best investment decisions were always very, very controversial.”
Bloomberg Beta allows any single partner to individually approve investments
“In our firm at least, we've made the decision that anyone can say yes.”
Cham: Entrepreneurship is the closest humans get to God's work
“Is that it is the act of creation, and I think that the act of creation, that is to say making something from nothing or something from very, very little, is as close as we'll really get to doing the work of God.”