The secret to success for a lot of Silicon Valley tech corporations isn’t essentially that they’re ultra-nimble start-ups, or that they’re led by tech-savvy geniuses. In truth, their success typically has extra to do with a selected sort of company tradition—and it’s a tradition that even corporations not based mostly on the US West Coast or targeted on expertise can undertake.
According to Andrew McAfee, a principal analysis scientist at the MIT Sloan School of Management, enterprise leaders must suppose extra like geeks, however not the computer-based stereotype it’s possible you’ll be conversant in. In his forthcoming e book, The Geek Way: The Radical Mindset that Drives Extraordinary Results, McAfee says geeks are nothing roughly than “obsessive mavericks” who’re completely fixated on discovering unconventional options to their enterprise’ laborious issues. You want them all through the group, not simply at the high, and it’s essential entrust them with the energy to make actual adjustments.
For this episode of our video sequence “The New World of Work”, HBR editor in chief Adi Ignatius sat down with McAfee to debate:
- Evolving an organization’s tradition not by specializing in organizational construction, however on firm norms
- Building organizations that may get issues proper, even when the particular person at the high of the org chart is mistaken
- The delicate steadiness of human judgment and proof, data-driven insights.
“The New World of Work” explores how top-tier executives see the future and the way their corporations try to set themselves up for fulfillment. Each week, Ignatius talks to a high chief on LinkedIn Live — earlier interviews included Microsoft CEO Satya Nadella and former PepsiCo CEO Indra Nooyi. He additionally shares an inside have a look at these conversations —and solicits questions for future discussions — in a e-newsletter only for HBR subscribers. If you’re a subscriber, you may enroll right here.
ADI IGNATIUS:
Andy, welcome
ANDREW MCAFEE:
Adi it’s nice to be right here.
ADI IGNATIUS:
It’s nice to have you ever. I’ve learn the e book. It lavishes fulsome reward on geeks in enterprise, not only for their technological innovation, but additionally for growing an strategy to enterprise itself that you just’ve come to respect.
Let’s begin with a definition. How do you outline a geek?
ANDREW MCAFEE:
I’m strolling away from the computer-based definition of a geek, which was form of the place it began. My definition has two elements. For me a geek is any individual who will get obsessive about a tough drawback and is prepared to embrace unconventional options.
The patron saint of geeks might be Maria Montessori, who about 100 years in the past acquired obsessive about the drawback of the way you educate younger youngsters finest, and got here up with the Montessori academic methodology, which is that this radical departure from the industrial scale mannequin of colleges that was dominant then, and sadly nonetheless dominant now. Think about Maria Montessori when you consider a geek.
ADI IGNATIUS:
How do you outline the “geek way” that you just’re speaking about in the e book?
ANDREW MCAFEE:
The specific geeks I acquired enthusiastic about that led me to write down the e book weren’t academic geeks like Maria Montessori, they had been enterprise geeks. They had been a gaggle of individuals focused on—however not unique to—the West Coast of the US who acquired obsessive about this drawback of, “How do we run a company in an age of really fast technological change and lots of uncertainty? And in particular, how do we avoid some of the classic dysfunctions of the internet era?”
The geek means is what they’ve give you. It’s the enterprise mannequin, or the tradition, or the set of norms that they’ve settled on to attempt to accomplish that basically laborious purpose.
ADI IGNATIUS:
It’s type of individuals who nerd out on, on this case, administration, proper? Processes of administration.
ANDREW MCAFEE:
“Obsessive maverick” is my most popular phrase for a geek. And the obsessive mavericks that I acquired actually serious about had been the ones who dove in, once more, on this drawback of, “How do we run a company and keep doing well in our markets and avoid the dysfunctions that seem to plague so many successful companies as they get older and bigger? How do we avoid those dysfunctions? How do we do something that’s higher performing, more sustainable, and a better place to work?”
ADI IGNATIUS:
As I learn the e book, some of these attributes you talked about, they needed to do with velocity, they needed to do with experimentation. Is this simply one other time period for being digital, or for making use of design pondering of the enterprise? Are we speaking the identical factor right here?
ANDREW MCAFEE:
No, I don’t suppose so. Adi, you bear in mind Quibi, proper, the Jeffrey Katzenberg-led video startup? It was going to do short-form movies and it was going to vary the means we devour leisure.
Quibi was totally digital. It was a very digital enterprise. It was a depressing failure. They raised $1.75 billion. They shut down inside 200 days of their launch. It was only a disaster. It was a very digital enterprise.
Netflix is a geek firm. They comply with all 4 of my nice geek norms of science, possession, velocity and openness. And I feel their outcomes converse for themselves.
Geek for me is totally separate from digital. You could be a non-digital geek, and you may definitely be very digital and never geeky in any respect.
ADI IGNATIUS:
The Quibi factor is an attention-grabbing instance. I assume what was lacking out of your framework was the openness. You had a strong man who had been profitable, who wasn’t listening.
ANDREW MCAFEE:
Not listening to his friends, to his colleagues, to his advisor. He didn’t seem like an incredible listener, which is this sort of stereotypical lure that loads of industrial-era corporations fall into. Tech leaders additionally fall into this lure very often. You grow to be enamored of your personal success and you actually cease listening. It’s extremely widespread.
One of the issues that’s highly effective, and that I respect about individuals like Reed Hastings at Netflix is that he was capable of construct a enterprise that acquired essential choices proper when he himself was mistaken about them. In the e book I speak about a pair of them.
He was dead-flat mistaken about the utility of downloading to the Netflix app. He thought it wouldn’t be very helpful in any respect; it’s extremely helpful.
He was mistaken about the significance of children’ programming for Netflix. And he admits this in the e book, No Rules Rules that he wrote with Erin Meyer.
He efficiently labored laborious on constructing an organization that may right him, the boss, the excessive standing prestigious particular person at the high of the group. It’s half of this nice geek norm of openness that I speak about. How do you construct an organization that may get it proper when the particular person at the high of the org chart is mistaken? Man, that’s a tough drawback.
ADI IGNATIUS:
It’s a tough drawback. And I’m positive some persons are going to learn your e book and suppose, “Hang on, a lot of these companies we’re talking about are Silicon Valley startups or somewhere in that realm.” The well-liked notion is these aren’t cultures that you just essentially need to emulate. They’re typically male-dominated bro-cultures. The boss continuously is an excessively demanding bully. How do you sq. all this?
ANDREW MCAFEE:
There clearly is a few of that occurring in the Valley. There are poisonous cultures. You talked about the bro-culture. I might say that Theranos is one of the most poisonous cultures I’ve ever heard about, and it was headquartered in Silicon Valley.
I don’t suppose these are geek corporations in any respect. They may be in the proper geographic location, however they’re not following the geek means, which is about these norms and about making a tradition that’s fast-moving, free-flowing, argumentative, autonomous, evidence-driven, and fairly egalitarian. That’s the purpose of the geek means.
Now you level out some of these corporations that I do suppose comply with the geek means which might be nonetheless too pale, stale, and male. That’s completely true. The proof is fairly clear on this. I hope that will get higher over time.
But Adi, you stated one thing that I disagree with, that loads of these cultures that aren’t good locations to work. That’s true in some instances. Remember when LinkedIn did its high attractors survey, I consider in 2016, they stated, look, we’re simply going to take a look at goal standards. We’re going to take a look at which firm pages get considered the most frequently by LinkedIn members. Which corporations get the most curiosity from LinkedIn members, the most purposes, and the place do individuals stick round once they take their first job?
The high 11 attractors in the LinkedIn listing had been all corporations headquartered on the West Coast in the business that we loosely name tech. The geek tradition is a particularly engaging tradition to work in.
ADI IGNATIUS:
Some of these founders, entrepreneurs who acquired into no matter they acquired into as a result of they wished to make the world a greater place, Serge and Larry of their storage making an attempt to systematize our entry to all the world’s info, these nice beliefs: when they’re really working corporations, they not solely try to run an organization, however they grow to be killers, desirous to wipe out the competitors, to foster monopolistic practices, to simply seize as a lot market share as doable.
ANDREW MCAFEE:
Is any of this new? Within the companies? No, I’m severe. Were the companies of earlier eras cuddly? Did they need their rivals to succeed? Were they making an attempt to rise all boats?
Capitalism is an inherently aggressive course of. These corporations are very, superb performers. If you need to use the adjective “killer” for them, I feel that’s by design. You’re not in enterprise to not succeed. You need to develop your market share. You need to develop your earnings, you need develop. That is commonly at the expense of any individual else.
I feel it’s for the courts to resolve whether or not they meet the definition of monopolist. It’s a phrase we toss round loads. The courts to this point have tossed out loads of the latest lawsuits in opposition to some of these big tech corporations. I don’t suppose they meet the definition of monopolist. In normal, for lots of these corporations, the competitors is one click on away.
And is Tesla a monopolist in the auto business? You merely can’t make that case. SpaceX has grow to be fairly near a monopolist in the rockets and satellites business, however they didn’t begin that means, and so they’ve grow to be so giant and influential as a result of they do the job higher.
ADI IGNATIUS:
Let’s speak about corporations which might be doing it proper. This just isn’t universally for digital corporations. Some comply with the geek means, as you’ve laid it out, some don’t.
How many corporations, giant, small, digital, in any other case reside into these ideas, do you suppose?
ANDREW MCAFEE:
I feel that’s a extremely attention-grabbing query, and I don’t have an effective way to reply it but. Because the solely means that I can suppose to reply it’s to manage a survey to all people and get them to fill it out. That’s simply not going to work.
But you may have a look at what we learn about the cultures at these corporations. You may have a look at the improbable Culture 500 analysis that Don and Charlie Sull did, revealed in a competitor journal of yours, Sloan Management Review. They grabbed all the LinkedIn evaluations and put them by a machine-learning evaluation to see what corporations’ personal staff stated about them.
Three areas I used to be most serious about had been execution, agility, and innovation. And wow, the scores for corporations clustered on the West Coast, clustered in Silicon Valley, clustered in industries that we name high-tech, these scores are off the charts. There’s not any actual competitors for them.
There’s one thing brewing on the West Coast in industries that we label (for causes that I don’t like very a lot) high-tech. There’s one thing brewing that’s new, that’s totally different than what’s occurring elsewhere in the economic system, and it’s fairly demonstrably highly effective. The label that I dangle on that’s the geek means.
ADI IGNATIUS:
Was Steve Jobs a geek, and did his Apple comply with the geek means or was {that a} totally different mannequin?
ANDREW MCAFEE:
Jobs has some actually traditional non-geek traits. He believed that he knew finest. He had a really, very giant ego. He additionally screamed at his subordinates all the time, which I feel is totally not what an open chief does.
However, I interviewed Eric Schmidt for the e book, and I introduced this as much as him and he stated, “Look, I was on Apple’s board for a while. I knew Steve pretty well.” He stated Steve was a tricky particular person in all these methods, however he discovered that if you wish to keep on high, you must hearken to the individuals round you. You need to cease pondering that you’ve got all the solutions.
We see a extremely clear instance of that with the App Store. Jobs didn’t need to open up his stunning, good walled backyard iPhone to exterior builders. He needed to be talked into it. He finally realized that he was mistaken about that. There is a little bit bit of that openness occurring.
One factor that Apple is fairly fanatic about, as I perceive it, is that they make choices based mostly on proof. And whether or not or not that’s an enormous AB testing infrastructure is one factor. Apple likes to demo options, and will get all people in the room to take a look at this and say, for instance, is it higher to have blurry portrait images the place you may alter the blur earlier than you’re taking the image? The on the spot they did a demo, they’d the reply to that query. They didn’t sit round and argue from their totally different factors of view. They stated, OK, let’s run an experiment. Let’s do a demo right here. That’s a particularly geeky strategy.
ADI IGNATIUS:
One of the attention-grabbing issues about Jobs, and positively one thing he would’ve stated about himself, he did say about himself, was that he didn’t, and that one shouldn’t, slavishly comply with the focus teams. People don’t know what they need.
It’s a mixture of let’s get enter, however there’s a lot of private contact, private really feel. It’s like Moneyball versus the old style. Maybe the reply is a mixture of expertise.
ANDREW MCAFEE:
Absolutely. And Ted Sarandos, who’s the co-CEO of Netflix, says their decision-making is fairly algorithmic. It’s 70-30 algorithmic versus human judgment. But he stated, if something, the human judgment is on high, if that makes any sense.
I feel that makes a ton of sense. This norm of science that the geeks are fairly obsessed with, it’s not simply dry evaluation and do no matter the information says. That’s an inaccurate caricature.
Science is about settling arguments with proof. It’s a floor rule for a way you’re going to make a decision. You’re going to do a take a look at, you’re going to do an experiment. You’re going to sit down round in a gaggle and argue about it. And in case you can’t agree, proof goes to settle this situation.
Science is that this inherently, deeply social, deeply argumentative course of with a floor rule. Evidence is the queen right here. That’s what we’re going to comply with. And loads of the geek corporations that I respect try this as naturally as respiratory.
ADI IGNATIUS:
One of the examples in your e book of geek tradition triumphing is Microsoft, and particularly when Satya Nadella got here in and rekindled that early success and extra. Talk a bit about what he acquired proper, notably in the framework that you just’ve created.
ANDREW MCAFEE:
Can you suppose of a extra spectacular company turnaround story in dwelling reminiscence?
ADI IGNATIUS:
No. Microsoft went from the tech firm we appreciated least to possibly the one we like finest.
ANDREW MCAFEE:
And in case you had been an investor, you actually didn’t prefer it for a couple of decade. The inventory value was flat as a corpse’s EKG. And then Nadella took over, and it’s grow to be one of the most beneficial corporations in the world. It’s an astonishing comeback story.
I acquired to interview Nadella for the e book. He’d made sensible strategic strikes, a bunch of them. You have Microsoft embracing open supply, wow.
But I used to be serious about the cultural adjustments that he made. And he did a pair issues that I feel are straight out of the geek playbook. Some of them are apparent. He embraced agile growth strategies as broadly and rapidly as doable inside Microsoft. He did a pair issues to cut back the sclerotic forms that was in place at Microsoft, which was simply hamstringing their skill to do something essential on the market in the world.
One of the sensible issues he did was say, “Look, you cannot own a digital resource inside Microsoft. You cannot own the data. You cannot own the code.”
And what he meant by that was you may’t be the gatekeeper. You can’t say sure or no to different teams who may need to use it. With that one easy transfer, he stated to the firm, “Look, if the AI group wants to go grab all of the GitHub code to train up a model to help provide assistance to programmers, you don’t have to ask permission. Just go do that, subject to all the right constraints and safeties on it.” Man, that’s an astonishingly good bureaucracy-reduction mechanism.
Maybe the deepest factor that Nadella did was that he pulled off this superb feat of serving to Microsoft grow to be a much less defensive group. What I imply by that was, he stated in his interview with me, “We had a culture where it was not OK to be wrong, to show any weakness, to not hit your numbers, to not be the smartest person in the room.” He stated, “We just had that culture and it had to change.” He did a quantity of actually sensible issues to maneuver from a tradition of defensiveness to a tradition of openness.
When I used to listen to this phrase, “vulnerability”, in reference to management or enterprise, I assumed it was only a buzz phrase, hand wavy, nonsense enterprise. The firm just isn’t a remedy group. It’s not there so you may sit round feeling weak all the time. I used to be simply mistaken.
Now, the firm just isn’t your remedy group. However, a profitable firm must be a spot the place it’s okay to be mistaken, to fail, to not have the reply, to point out that you just’re unsure. Nadella helped get Microsoft down that path, and it was a fully basic factor to do.
I additionally interviewed Yamini Rangan, who’s the CEO of HubSpot right here in Cambridge, who took over a tradition and has strengthened it by a extremely troublesome time by the pandemic.
She mentioned one of the issues she discovered and that she was good at was saying on this unbelievably unsure time of the pandemic the place tech corporations had been shrinking. It was all bizarre. She stated to loads of her constituencies, “Look, I don’t know. I don’t know what the future holds here. I’m going to be honest with you.” She additionally shared her board efficiency evaluate together with her direct stories, not simply the good elements, however the stuff that she must work on too. These are all simply nice strikes to begin to present the relaxation of the group it’s okay to not be good, to not placed on the courageous entrance, to not be successful all of the time.
Jack Welch’s autobiography was referred to as Winning, and it epitomized this industrial period view of what you must do all day every single day. I really like the geek view, which is, “Hey, man, we’re going to launch some rockets and they are going to blow up. Now, we’re not going to kill anybody, but we’re absolutely going to launch some rockets that are going to blow up on the launchpad.”
Bezos stated a couple of years again in the shareholder’s letter, “We are incubating multi-billion dollar failures inside Amazon right now. That’s appropriate for a company of our scale.” And you have a look at Alexa and I feel possibly he was proper about that.
But the level is that this obsession with successful and being on high and being proper and being dominant, that has to go away.
ADI IGNATIUS:
I need to get to viewers questions. One got here from Shabana in Pakistan. What sorts of organizational design, organizational buildings, do it’s essential foster this type of geek tradition?
ANDREW MCAFEE:
I don’t suppose org construction is the key as a result of the corporations that I surveyed have very, very totally different org charts. They even have very totally different formal practices.
Netflix is pretty well-known for having the no-vacation-days coverage. Amazon has extraordinarily strict trip insurance policies for various ranges of worker.
I feel it’s not a matter of the org chart or the org construction that you’ve got. It’s not a lot a matter of how formal loads of your insurance policies are. It’s a matter of your norms. I really like that phrase and I exploit it in the e book all the time.
A norm is a conduct that the individuals round you anticipate. Maybe it’s written down in the worker guide. Very typically it’s not. It’s group policing. It’s what the individuals round you anticipate. If you exit of line and violate a norm in a group, you’ll know that pretty rapidly and you’ll both come again into line otherwise you’re simply not going to stay round very lengthy.
If you may work on these norms of science, argue about proof, of possession, push authority and decision-making all the way down to an uncomfortable diploma, velocity, iterate, don’t plan, don’t analyze, construct stuff, get suggestions, be taught from actuality after which openness. Don’t be defensive. Be prepared to pivot. Be prepared to confess that you just’re mistaken. They present a little bit vulnerability. Those are the norms which might be crucial for the geek means.
ADI IGNATIUS:
So Bob from our viewers is asking, “Is the stack of books on your right your reading list for the week?”
ANDREW MCAFEE:
These are from throughout the place. But there was a stack of books that I stored referring to after I was writing The Geek Way, and so they weren’t enterprise books. I’m sorry to confess this as a enterprise e book author.
They had been books from this comparatively new discipline referred to as cultural evolution, which will get at this basic query, “Why are we the only species on the planet that builds spaceships?” Nothing else is even shut. We’re actually the solely ones on the market. The octopuses aren’t going to do it. The ants, the bees, the chimpanzees aren’t going to do it. Why are we people the solely spaceship-building species on the planet? This discipline of cultural evolution to me has give you the finest reply to that query, which is we’re the solely species that cooperates intensely with giant numbers of those that we’re not associated to. We are the species that learns the quickest, that improves its toolkit, its applied sciences, its cultures most quickly over time.
You can take that and put that to work in an organization. An organization is a big group of principally unrelated individuals. And the purpose of an organization is to enhance its tradition, its artifacts, its applied sciences, its practices over time. The purpose of an organization is to apply very fast cultural evolution. Now that we all know a bit about how cultural evolution occurs, we will put these insights to work.
There’s this huge unexplored alternative to take the insights from this discipline and put them to work inside the firm. I feel it’s so huge as a result of I haven’t heard anyone discuss utilizing cultural evolution’s phrases inside even very geeky corporations. This may be very, very new stuff. And I feel The Geek Way is the first utilized enterprise e book of cultural evolution.
ADI IGNATIUS:
I feel I simply figured one thing out. You’re a complete geek.
ANDREW MCAFEE:
We’ve been working collectively for years. It took you this lengthy to appreciate this?
But the factor that I acquired obsessive about was that in my profession, I’ve spent loads of time in the (I hate these labels) outdated economic system and the new economic system, tons of industrial-era incumbents, after which loads of corporations clustered in the tech house, clustered on the West Coast.
For my entire profession, I’ve been making an attempt to sample match and work out what the deep variations are between the two. Is it the foosball tables? Is it the hoodies? Is it bringing your canine to work? No, clearly not.
Where the motion is in the economic system, the place the pleasure is in the economic system, what are they doing in a different way? And The Geek Way incorporates my solutions to that sort of profession lengthy, geeky, head scratching query.
ADI IGNATIUS:
Let’s get sensible for our viewers who aren’t in classically geeky cultures. How can they apply the approaches you’re championing, at their very own corporations?
ANDREW MCAFEE:
Here are some things you can begin doing tomorrow which might be extraordinarily geeky practices that may get some traction. When you’re in cost of your group otherwise you’re a workforce member otherwise you’re main a workforce, in case you say issues like, “Oh, that’s a good point. I hadn’t thought of that. Let’s go that way,” or, “Oh, I was wrong about that. That’s really good to know,” you have got simply demonstrated openness and vulnerability as a substitute of traditional defensiveness.
That’s laborious to do. Human beings are inherently defensive individuals, we don’t like being proven to be mistaken in public. It’s deeply uncomfortable. But in case you mannequin that conduct, it is going to begin to unfold. And I’ve seen geek leaders try this again and again.
You can begin to push choices and accountability all the way down to a spot that makes you uncomfortable, and to get out of saying, “Just run that by me first,” or, “Make sure I’m included on that,” and attempt to get rid of the laborious and delicate forms that will get in the means.
I used to be speaking to Sebastian Thrun, who’s an alpha geek in all types of issues, and he stated, “One of the things I try to get my teams to do is stop so much communicating.” He had this nice picture. He stated, “A team works on something, and then they run it up the flagpole.” He stated the actually pure tendency is for the individuals at each layer of the org chart so as to add one thing to that as a result of they need to be half of the answer, they need to be half of this successful thought. By the time that concept will get again all the way down to the originating workforce, it’s unrecognizable. Get out of that enterprise.
Again, that is uncomfortable stuff to do, but it surely’s a giant step towards the geek means. And then lastly, you can begin to say, “How are we going to make this decision? Can we agree on what evidence we’re going to look at to make this decision?”, versus saying, “Well, I’m the boss,” or, “I got it right last time, so you should listen to me this time,” all these different methods now we have to make choices, credentials, hierarchy, charisma, glorious PowerPoint, all these items: get out of that enterprise and begin asking for the consensus on, “How are we going to settle this argument? What evidence are we going to look at?” These are all tremendous geeky practices you can begin doing tomorrow.
ADI IGNATIUS:
Here’s one other viewers query. This is Lori from North Carolina, and it’s one other very sensible query: how can organizations get leaders to unlearn the concept that failure is dangerous?
ANDREW MCAFEE:
This is an excellent laborious query, and I fall again on one thing that I discovered from Clay Christensen: one of the issues Clay taught me is that managers are voracious customers of idea. He stated, “Don’t be afraid to tell them why this needs to change, what the principle, what the framework is.” And he stated, “If you want to get people to change, there’s a kind of a tripod. There are three things you have to do over and over again more until you’re absolutely exhausted.”
First of all, inform them a vivid story. We people reply to narratives. Second, give them some proof, give them some numbers to point out that it really works. And third, give them a idea. Explain why it really works. You’ve simply acquired to undergo all three of these legs.
“Why can’t we make decisions this way? I’m a pretty smart person. I reached this place on the org chart because of my excellent judgment. What do you mean we should be relying a lot less on my judgment?” Again, three half reply to that query, preserve iterating on it. It just isn’t a straightforward course of.
I feel loads of corporations who get serious about what Silicon Valley does in a different way or may need to embrace the geek means are going to search out it laborious going as a result of loads of it’s unnatural and uncomfortable. Challenging your boss in a gathering in most circumstances is uncomfortable, till it turns into a norm, till it turns into what individuals round you anticipate.
ADI IGNATIUS:
I can’t allow you to go with out speaking a little bit bit about generative AI. You have an article in the subsequent situation of HBR on how companies can most successfully capitalize on the expertise. What is your pondering, your fast overview, on the utility of GenAI, and its possible influence on, let’s say, the white-collar workforce?
ANDREW MCAFEE:
The extra I take into consideration GenAI, the extra I feel we’re underestimating its influence. It is so normal, it’s so highly effective, it’s enhancing so rapidly, it’s resulting in so many complementary improvements. I’ve by no means seen the pc science geeks, the financial geeks, and the enterprise geeks all get so enthusiastic about something in my profession, which is definitely a quarter-century lengthy by this level.
Generative AI goes to vary the enterprise world. It’s in all probability going to do it faster than loads of us are pondering, and ready round on the sidelines and never being half of that transformation is a deeply awful technique: get a plan collectively after which simply go do stuff.
ADI IGNATIUS:
All proper, Andy, we’ve run a little bit bit lengthy, so we’re going to chop you off right here. I may discuss all day with you about all these subjects, and our viewers is clearly into it and engaged. Thank you very a lot for being on the present.
ANDREW MCAFEE:
Adi, at all times a pleasure. Thank you for having me.