The Anatomy of the Future

pinky promise, trust, future

There was a fascinating episode on the Tim Ferriss Show recently, where we get the inside baseball on how David Maisel, founder of Marvel Studios, raised half a billion on a promise for a company who’s public market cap at the time was only a fifth of a billion. Naturally, not only was he against a lot of headwind externally, but internally as well. According to the board at the time, they would only greenlight the idea of producing their own films (as opposed to licensing their IP out) if “Marvel had no risk. Not little risk, but no risk.”

On the cusp of Captain America and Thor being licensed away, David asked the board to give him six months. The “zero risk” pitch then came in the form of external funding, huge financial upside (if things worked out), market timing, and a promise.

Financial upside for Marvel

As David puts it:

“First to my board, the argument, was if we own our own studio, it means we get the full financial upside that they understood very well.” As opposed to licensing, their traditional business model. Where Marvel only got five cents on every dollar of profit. As was the case with SONY and Spiderman.

“Number two, we decide on greenlight when the movies get made that they also understood because they only sold toys really at the time, and the toys were contingent on a movie, which they then control the timing. Now when you’re doing a public company and you’re giving guidance every year, how can you give guidance if you don’t even know what movies are going to get made? And so controlling greenlight was important, full creative control.”

Moreover, the team was able to take 5% of revenues as the producer fee AND keep all non-film revenues (i.e. toys, video games, etc.). And even if four out of the five films lost capital, they’d still make $25M in revenue each. In other words, $100M in sum. Half of Marvel’s public market cap at the time. Whose cap was only based on toy sales.

Market timing

“The bond bubble of 2004 was happening,” as David shared, “so it was a time where there was loans being made that shouldn’t have been made. And a lot of people were enamored with Hollywood as they get enamored every few years.”

Zero downside

Instead of funding the studio off balance sheet, David would go out to fundraise from others. So what was the external pitch?

“Give me four at bats, and if one of them hits, then every movie’s a sequel after that.”

On top of all the above, to me, there were some interesting terms for the investment that helped sweeten the deal:

  • Merrill Lynch got a 3% success fee upon the $525M closing.
  • David got a low interest rate loan from Merrill by getting it insured by MPAC, therefore the debt became AAA debt, which “was easy to sell to pensions and easy to sell to individual investors” in case things went awry.

Now I’m not sure if this is standard Hollywood practice. But I imagine it’s not, at least back in ’03 and ’04. I’m a venture guy after all. And as one, the above is news to me.

That said, the banks David went to fundraise from were not taking equity. It was “pure debt. So very low interest rate. And the only collateral were the film rights to ten Marvel characters of which we could make for the movies.” Which, to me, ten characters sounds like a lot for a company whose business is characters. I also imagine these were characters that had some level of historical fanbase, so they weren’t random ones from the archives.

But David clarifies. “A lot of people misunderstand that they think we pledged ten of our characters as collateral. It wasn’t that at all because in the worst case scenario, it only got collected if we lost money on those first four movies. And then those six characters, we owned all the rights besides film. And if a film was ever made by the bank, whoever collected this collateral, we got the same license fee that we get if we just license it that day to a party. So there was no opportunity cost.”

And the promise

This is history now, but at the time, was a bold claim. The idea was borne out of frustration as an entertainment investor. That:

  1. Marvel couldn’t capture a large part of enterprise value through productions with just licensing
  2. The first movie business was horrible. Sequels, on the other hand, were a lot more predictable. So, the focus after the first movie would not be on predicting profit, but maximizing profit margins.

So David had a thought. “What if after the first movie, every movie after that was a sequel or a quasi-sequel, which required all the characters, or a lot of the characters, to show up in multiple movies?”

The idea of sequel snowballed into what we now know as the MCU — the Marvel Cinematic Universe.

Bringing it back to venture

It’s a nice corollary to raising a Fund I, where you’re also selling a promise. A world vision. A painting of the future. Nothing’s proven yet. You’re sure as hell not selling a repeatable strategy yet, and definitely not any returns. Since there’s a good chance you haven’t returned capital to LPs before.

And this is true for not just funders, but also founders. In the words of Mike Maples, “Breakthrough builders are visitors from the future, telling us what’s coming. They seem crazy in the present but they are right about the future.

“Legendary builders, therefore, must stand in the future and pull the present from the current reality to the future of their design. People living in the present usually dislike breakthrough ideas when they first hear about them. They have no context for what will be radically different in the future. So an important additional job of the builder is to persuade early like-minded people to join a new movement.”

Dissent is a luxury

The truth is loads of people will disagree with you. You’re not looking for consensus. In fact, it’s better to be wrong and alone than right and with the crowd if you’re in the venture world. Either as a founder or an emerging GP. It’s something I recently learned from the one and only Chris Douvos. If you imagine a 2×2 matrix… On one axis, you have right and wrong. On the other, you have with the crowd and alone. You want to be in the right and alone quadrant for sure. That’s where “fortune and glory” exists. It’s where alpha exists. It is how you become an outlier and achieved outsized returns.

But the prerequisite to be there is to have the guts to start in the wrong and alone quadrant. If you start from being right and in the crowd, you’re one among many. And that doesn’t give you the liberty to have independent thinking. You’re constantly trapped in noise.

It’s as Abhiraj Bhal says. “If you are a category-defining company, you will always have a TAM question, if the category is defined by somebody else, you will not have a TAM question.” You want people to question you. And as humans, we like to fit in. But to create something transcendent, external doubt is your best friend.

As such, your promise of the future must seem bizarre.

Don’t start with the product, start with your customers

When you have a promise, admittedly, the easiest way is to start engineering it right away. Without market validation. Without stress testing. Which pigeonholes a number of founders. I forgot the origination, but there’s a great line that says, “The only difference between a hallucination and a vision is that other people can see the latter.”

And in order to test that, you need to get in front of potential users and customers first. Max, someone I had the joy of working with, once wrote the below timeless tweet:

And I won’t go too deep into why I like it since I’ve written about it before. One way, like Max illustrated, is to write in public. Another is to sell without a product. It’s what Elizabeth Yin did back at LaunchBit.

As Elizabeth once shared: “We decided that we’d start with no product. We would not build anything. And, we just started selling ads. We manually brokered deals with publishers and advertisers and took a cut in between. We got our customers by emailing people and setting up the copy and links ourselves. People would pay me through my personal PayPal account. It was only when we realized we were onto something that we started building technology to remove bottlenecks.”

On the investor side, it’s building a thesis where great investments fall into. It’s a way of looking at the world in a perspective that may seem foreign to others, but almost obvious in retrospect. The thesis should elicit the response, “Why didn’t I think of that first?” But no matter how obvious, you are the best positioned to bring the thesis to life. That doesn’t mean you need returns yet. Although good graduation rates certainly help as a leading indicator.

In that regard, it’s quite similar to how David Maisel foretold of the Universe to come. Obvious once explained, yet still met with resistance from legacy players.

Photo by alise storsul on Unsplash


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The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.

Retaining your Best Talent (Part 2)

spark, keeping the spark alive

This is an addendum to the blogpost I wrote back in April of this year. Catalyzed by something Seth Godin recently shared. Which led me down a rabbit hole, and eventually to this sequel.

Seth Godin shared some fascinating perspective recently. “Turnover is a good thing when we are doing human work, not a bad thing. And what I would do if I was running a real company is I would say the first thing you’ve got to do on your first day is update your LinkedIn page and keep it up to date. And we’re going to have a resume job finding seminar every two weeks here. I don’t want you to stay here because you can’t get a better job. I want you to stay here because the conditions we’ve created, the work we are doing is worth you staying here for. And then I would listen.

“If I’m not creating the conditions where the people who I need to be dancing with want to stay, I have to change the conditions, not curse the people who are leaving.”

Which reminds me of a great Jerry Colonna dictum, “How am I complicit in creating the conditions I say I don’t want?” While the line is meant to be applied to an individual’s own awareness of how their environment is partly a product of their own design, it is equally as powerful in organizational design. Have you created an environment that lends itself to turnover? Is that by intention or lack thereof?

While I’m not urging founders to be less disciplined with their burn rate, Precursor’s Charles Hudson found one interesting piece of data recently. He wrote, “You cannot save your way to success. Our portfolio companies that graduated from pre-seed to seed typically spent more per month than those that failed to graduate. This result was consistent with what I’ve observed; the companies finding product-market fit spend more to keep up with growth and customer demand.”

While the above may be true when you graduate from the pre-seed to the seed, by the time you get to the A, it’s about securing great talent.

But let’s say your star talent has left (meaning that they passed the equivalent of Netflix’s Keeper test or any of these other culture tests). The one thing you DO have to be wary of is the morale of those who stay. Has your team members leaving broken the morale of the company? How fast can you get the team to bounce back?

To set some context, Frank Slootman defines winning as breaking the competitors’ will to fight. “In a world of software, you break the enemy’s will to fight when you are hiring their people because they have given up. They’d rather be with you than they are with the other company, because it’s too hard and too painful and they’re not making any money. So, ‘I’m going to join the winner instead of stick with delusion.'” And in Bezos’ words, “when the last person with good judgment gives up,” your team’s will has been broken.

Each team member leaving has a non-zero chance of creating this snowball effect. As the founder, maintaining culture and momentum is important. As Bob Iger once said, “[The] most important measures of success for a CEO [are] internal satisfaction, investor relations and consumer support.” In my experience, the first of the three is often far less obvious to first-time founders than the latter two.

So how does one maintain internal satisfaction?

The truth is there’s no one right answer. So, instead, I’ll share some tactics I’ve seen work well.

  • The last day for someone should be on Friday. It gives teammates the weekend to unwind and doesn’t affect their work ethic in the weekdays immediately after.
  • Set up 1:1 time with all their direct reports and who they reported to (if the latter person isn’t you) within the week after that person’s last day. While the obvious next steps may be to figure out the new chain of command and reporting structure, the first conversation you have with them should be about how they’re feeling and not about company goals. And have an honest, unfiltered conversation here. Which also means you need to share how you’re feeling as well. Don’t sugarcoat anything. Smart people see through lies very easily.
  • Offer each direct report to that person a mentor. Either internally in the company or externally. For the latter, there is immense value in helping your team member grow and getting an advisor or someone in your network you respect to get more involved in the company through monthly/quarterly mentorship.

As always, hope you find this helpful.

Photo by Ian Schneider on Unsplash


Stay up to date with the weekly cup of cognitive adventures inside venture capital and startups, as well as cataloging the history of tomorrow through the bookmarks of yesterday!


The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.

Another 99 Pieces of Unsolicited, (Possibly) Un-googleable Startup Advice

diving, deep end

Voila, the fourth installation of 99 soundbites I’ve been fortunate enough to collect over the past year. The first four of what I imagine of many more to come. Each of which fall under one of the ten categories below, along with how many pieces of advice for each category:

  1. Fundraising (30)
  2. Cash flow levers (23)
  3. Culture (11)
  4. Hiring (9)
  5. Governance (7)
  6. Product (5)
  7. Competition (5)
  8. Brand/Marketing/GTM (4)
  9. Legal (1)
  10. The hard questions (4)

You can also find the first three installments of 99 pieces of advice for both founders and investors here. Totaling us to a total of 396 pieces of advice.

But without further ado…

Fundraising

1/ If you’re an early stage startup, expect fundraising to take at least 3-4 months to raise <$1M. If you’re on the fast side, it may take only 2 weeks. – Elizabeth Yin *timestamped April 2022

2/ If you’re going to raise a round over 6-12 months, it often doesn’t seem fair that your first commits have the same terms as those who commit 6 months later, since you’ve grown and most likely have more traction at the time. As such, reward your early investors with preferred terms. Say you’re raising a $1M round. Break the round up to $300K and $700K. Offer a lower cap on SAFEs for the $300K. “Tell everyone that that offer will only be available until X date OR until you hit $300k in signed SAFEs. And that the cap will most likely go up after that.” Why? It lets you test demand and the pricing on the cap – to see if you’re cap is too high or too low on the first tranche. – Elizabeth Yin

3/ As a startup in recessionary times, you have to grow your revenue faster than valuations are falling to make sure you raise your next round on a mark up. Inspired by David Sacks and Garry Tan. *timestamped April/May 2022

4/ There’s only going to be 1/3 the amount of capital in the markets than in 2020 and 2021. So plan accordingly. If you’re not a top 0.1% startup, plan for longer runways. Fund deployments have been 1-1.3 years over the past 1.5 years, and it’s highly likely we’re going to see funds return back to the 3-year deployment period as markets tighten. *timestamped May 2022

5/ B2B startups that have the below disqualifiers will find it hard to raise funding in a correcting venture market:

  1. No to little growth. Good growth is at least doubling year-over-year.
  2. Negative or low gross margins. Good margins start at 50%.
  3. CAC payback periods are longer than one year.
  4. Burn multiples greater than 2 (i.e. You’re burning $2 for every dollar you bring in). A good burn multiple is 1 or less.
    David Sacks

6/ Beware of “dirty term sheets.” Even though you’re able to get the valuation multiple you want, read the fine print for PIK dividends, simple “blocks” on IPO/M&A, and 2-3x liquidation preferences. Inspired by Bill Gurley.

7/ “This came at a very expensive valuation with certain rights that should not have come with it — like participating preferred, which is they first get their money out and then they participate in the rest, which was OK for the earlier rounds, but not for the later ones.” – Sabeer Bhatia in Founders at Work

8/ In a bear market, public market multiples are the reference points, not outlier private market multiples. Why? Public market multiples are their exit prices – how they return the fund. It matters less so in bull markets. – David Sacks

9/ Don’t trust the “why”, trust the “no.” Investors don’t always give the most honest responses when they turn down a company.

10/ If you inflate your projections, the only investors you’ll attract are dumb investors. They’ll be with you when things are going well and make your life a living nightmare when things aren’t, will offer little to no sound advice, and may distract you from building what the market needs. By inflating your projections, you will only be optimizing for the battle, and may lose the war if you can’t meet or beat your projections.

11/ VCs will always want you to do more than you are pitching. So if you’re overpromising, they’re raising their expectations even more down the road.

12/ Five questions you should answer in a pitch deck:

  1. If you had billboard, what 10 words describe what you do?
  2. What insight development have you had that others have not?
  3. How you acquire customers in a way others can’t?
  4. Why you?
  5. What you need to prove/disprove to raise next round?
    Harry Stebbings

13/ The longer you’re on the market, the greater the differential between expectations and reality, and the harder it is over time to close your round. Debug early on in the fundraising process (or even before the fundraising process) by setting and defining expectations through:

  1. Preempting FAQs, by defusing them early on.
  2. Leveraging market comparables. You don’t have to be good at everything, but you have be really really amazing at one thing your competitors aren’t. It’s okay if they’re better than you in other parts.

14/ You should reserve 10% of your round to allocate to your most helpful existing investors. Reward investors for their help. – Zach Coelius

15/ If your next round’s investor is willing to screw over your earlier investors out of pro rata or otherwise. After they leave, the only one left to screw over is you. – Jason Calacanis

16/ “Nobody’s funding anything that needs another round after them.” – Ben Narasin quoting Scott Sandell

17/ “When a VC turns you down for market size, what they are really saying is: I don’t believe you as the founder has what it takes to move into adjacent and ancillary markets well.” – Harry Stebbings

18/ When raising from corporates, be mindful of corporate incentives, which may limit your business and exit opportunities. “I’ve often seen the structure just simply be a SAFE with no information rights. No Board seats. Check sizes that are worth < 5% ownership. No access to trade secrets.” – Elizabeth Yin

19/ LOIs mean little to many investors, unless there’s a deposit attached to it. A customer must want the product so much they’re willing to take the risk of putting money down before they get it. 1-5% deposit would be interesting, but if they pay the product in full, you would turn investor heads. – Jason Calacanis

20/ “The most popular software for writing fiction isn’t Word. It’s Excel.” – Brian Alvey

21/ “Ask [prospective investors] about a recent investment loss, where the company picked someone else. See how they describe those founders, the process, and what they learned. This tells you what that investor is like when things don’t go their way.” – Nikhil Basu Trivedi

22/ “Founders, please hang onto at least 60% of the company’s equity through your seed raise. Series A or B is the first time founder equity should dip below 50%. I’ve seen cap tables recently where investors took too much equity early on, creating financing risk down the road.” – Gale Wilkinson

23/ “One of the worst things you can say to a VC is ‘we’re not growing because we’re fundraising.’ There are no excuses in fundraising.” – Jason Lemkin. Fundraising is a full-time job, but when you’re competing in a saturated market of attention, it’s you who’s fundraising, but not growing, versus another founder who’s also fundraising and is growing.

24/ Extraordinarily difficult fundraise = extraordinary investment 7/10 times. – Geoff Lewis

25/ The goalposts of fundraising (timestamped Oct 20, 2022 by Andrea Funsten):

  1. Pre-seed: $750K-1.5M round
    • Valuation: $5-10M post (*She would not go over $7M)
    • Traction:
      • A working MVP
      • Indications of customer demand = have interviewed hundreds of potential customers or users
      • 2-5 “Design Partners” (non-paying customers or users)
  2. Seed: $2-5M round
    • Valuation: $12-25M post (*She would not go over $15M)
    • Traction:
      • $10-15K MRR, growing 10% MoM
      • 6-12 customers who have been paying for ~6 months or more, a few that would serve as case studies and references
      • Hired first technical AE
  3. Series A: $8-15M round
    • Valuation: “anyone’s guess”
    • Traction:
      • $1.5M in ARR is good, more like $2M
      • 3x YoY growth minimum, but more like 3.5x • 12-20 customers, indications of ACV growth
      • Sales team in place to implement the repeatable sales playbook

26/ Don’t take on venture debt unless you have revenue AND an experienced CFO. – Jason Calacanis

27/ When you are choosing lead investor term sheets:

  1. For small VC teams (team <10ppl): Make sure your sponsoring partner is your champion. Why does investing in you align with their personal thesis? Their life thesis? Which other teams do they spend time with? How much time do they spend with them? When things don’t go according to plan, how do they react? How do they best relay expectations and feedback to their portfolio founders?
  2. For larger platform teams (team >10ppl): Ask to talk to the 3-5 best people at the firm. And when the investor asks you to define “best”, ask to talk to their team members who best represent the firm’s culture and thesis. Why? a/ This helps you best understand the firm’s culture and if there’s investor-founder fit. b/ You get to know the best people on the team. And will be easier to hit them up in the future.

28/ “If you are a category-defining company, you will always have a TAM question, if the category is defined by somebody else, you will not have a TAM question.” – Abhiraj Bhal

29/ “[Venture] debt typically has a 48-54 month term, as follows: 12 months of a draw period (ballooned to 18 months over the last few years), to which you can decide to use it or not 36 months to amortize it after that 12 months. The lender at this stage is primarily underwriting to venture risk, meaning they are relying on the venture investor syndicate to continue to fund through a subsequent round of financing.” This debt is likely to be paired with language that allow the fund to default if investors say they won’t fund anymore and/or just not to fund when asked. “They typically are getting 10bps-50bps of equity ownership through warrants. Loss rates must be <3-4% for the model to work.” If there’s less than 6 months of runway or cash dips below outstanding debt, then as a founder, expect a lot of distracting calls. – Samir Kaji

30/ The best way to ask for intros to investors is not by asking for intros, but by hosting an event and having friends invite investors to the event. There’s less friction in an event invite ask than an investor intro ask. The reality is that the biggest investors are inundated with intro requests all the time, if not just by cold email too.

Cash flow levers

31/ The bigger your customers’ checks are (i.e. enterprise vs. SMB vs consumer), the longer the sales pipeline. The longer the sales pipeline, the longer you, the founder, has to stay the Head of Sales. For enterprise, the best founders stay VP of Sales until $10M ARR. For SMB, that’s about $1-2M ARR, before you hire a VP of Sales. Inspired by Jason Lemkin.

32/ “‘I have nothing to sell you today — let’s take that off the table and just talk,’ he would say. ‘My goal is to earn the right to have a relationship with you, and I know it’s my responsibility to earn that right.'” The sales playbook of David Beirne of Benchmark Capital fame, cited in eBoys.

33/ “All things being equal, a heavy reliance on marketing spend will hurt your valuation multiple.” – Bill Gurley

34/ If you were to double or triple the price of your product, what percent of customers would churn? If the answer is anything south of 50%, why aren’t you doing it?

35/ Getting big customers and raising capital is often a chicken-and-egg game. Sometimes, you need brand name customers, before you can raise. And other times, you need capital before you can build at the scale for brand name customers. So, when I read about Vinod Khosla’s advice for Joe Kraus: “We had $1 million in the bank and we didn’t know what we were going to bid. We sat down in my office, all on the floor. Vinod said we should bid $3 million. I was like, ‘How do we bid $3 million? We only have $1 million in the bank.’ And he said, ‘Well, if we win, I’m pretty sure we can raise it, but if we don’t win, I don’t know how we’re going to raise.'”

36/ “Your ability to raise money is your strategy. If you’re great at it, build any business with network effects. If you’re bad at fundraising, it’s strategically better to build a subscription business with no network effects.” – Elizabeth Yin

37/ Be willing to fire certain customers (when things get tough or in an economic downturn). If they aren’t critical strategic partners or are loss making, figure out how to make them profitable. If you can, renegotiate contracts, like cheaper contracts for longer durations. If not, let them go. Make it easy to offboard.

38/ An average SaaS business, that doesn’t have product-led growth, is spending about 50% of revenue on sales and marketing. Those that are in hyper growth are spending 60%. – Jason Lemkin

39/ “The only thing worse than selling nothing is selling a few. If you sell nothing, you stick a bullet in it and move on. When you sell a few, you get hope. People keep funding even though it’s really not viable.” – Frank Slootman

40/ If your customer wants to cancel their auto-renew subscription to your product, you should refund them a 100% of their cost. – Jason Lemkin

41/ “Your price isn’t too high. Your perceived value is too low.” – Codie Sanchez

42/ “15-20% of IT spend is in the cloud.” And it’s likely to go up. – Alex Kayyal

43/ If your customers are willing to pay you way ahead of when your service is executed, you have an unfair and unparalleled cashflow advantage. – Harry Stebbings

44/ If you’re in the CPG business, it’s better to negotiate down the contract. “You buy 75, and you sell 60, they’re going to go, ‘Ah, I got 15,000 in inventory, it’s not a success.’ If you give them 40, and then they have to buy another 20, and they sell 60, they go, ‘Wow, we ordered 50 [(I think he meant 20)] more than our original order.’ You’re still at 60, but one, they’re disappointed, and one, they’re not. You’re still playing some weird mind games a little bit so that they feel good about whatever number was there.” – Todd McFarlane

45/ “If you are under 100 customer/users, get 20 of them in a Whatsapp Group. You will:

  • Get much higher quality feedback, faster, on the current product.
  • They will be WAY more proactive in suggesting future product ideas and helping you shape the product roadmap.
  • It will create a closer relationship between you and them and they will become champions of the product and company. People like to feel they had a hand in the creation process.”
    Harry Stebbings

46/ Create multiple bank accounts with different banks to keep your cash, to hedge against the risk of a bank run. The risk is very unlikely to occur, but non-zero, especially in a recessionary market. Inspired by SVB on March 10, 2023. More context here, and what happened after here. Breakdowns here, here and here.

47/ “Keep two core operating accounts, each with 3-6 months of cash. Maintain a third account for “excess cash” to be invested in safe, liquid options to generate slightly more income.” – A bunch of firms

48/ “Maintain an emergency line of credit. Obtain a line of credit from one of  your core banks that can fund the company for 6 months. Do not touch it unless necessary.” – A bunch of firms

49/ In case of a bank run: “1/ Freeze outgoing payments, let vendors know you need 60 days, 2/ Figure out payroll & let your investors know exactly when cash out, 3/ Attempt emergency bridge with existing investors; hopefully reasonable terms or senior debt (but given valuation reset this is a HARD discussion for many), 4/ Figure out who can take deferred salary on management team, which will extend runway, 5/ Make sure you communicate reality to team honestly so they can make similar plan for their household, 6/ Make sure you talk to HR about legal issues around payroll shortfall — which hopefully this doesn’t come to, 7/ In future, keep cash in 3 different banks.” – Jason Calacanis

50/ “Whenever a CEO blames their bad performance on the economy, I knew I had a really crappy CEO. ‘Cause it wasn’t the economy, it was a bad product-market fit. The dogs didn’t wanna eat the dogfood. Sometimes the economy can make that a little worse, but if people are desperate for your product, it doesn’t matter if the times are good or bad, they’re going to buy your product.” – Andy Rachleff

51/ General reference points for ACV and time to close are: $1K in 1 week. $10K in 1 month. $100K in 3 months. $300K in 6 months. And $1M in 12 months. – Brian Murray

52/ A B2B salesperson’s script from Seth Godin. “Look, you’ve told me you have this big problem you need to solve. You have a five million assembly line that’s letting you down, blah blah. If we can solve this problem together, are you ready to install our system? Because if it’s not real, let’s not play. Don’t waste my time, I won’t waste yours. You’re not going to buy from me because I’m going to take you to the golf course. You’re not going to buy from me because our RFP is going to come in cheaper than somebody else’s. You want my valuable time? I’m going to engage with you, and tell you the truth and you’ll tell me the truth. You’re going to draw your org chart for me. You’re going to tell me other complicated products you’ve bought and why your company bought them. And I’m going to get you promoted by teaching you how to buy the thing that’s going to save your assembly line. Let’s get real or let’s not play.” – Seth Godin

53/ “The job of a pre-seed founder is to turn investor dollars into insights that get the company closer to finding product-market fit.” – Charles Hudson

Culture

54/ Deliver (bad) news promptly. Keep to a schedule. The longer you delay, the more you lose your team’s confidence in you. For example, if your updates come out every other Friday, and you miss a few days, your team members notice. Your team is capable of taking the tough news. This is what they signed up for. Explain a stumble before it materially impacts your bottom line – revenue. Inspired by Jason Lemkin.

55/ “Process saves us from the poverty of our intentions.” – Seth Godin quoting Elizabeth King

56/ “It’s easier, even fun, to do something hard when you believe you’re doing something that no one else can. It’s really hard to go to work every day to build the same thing, or an even worse version, of what others are already building. As a result, there was a huge talent drain from the company.” – Packy McCormick

57/ Lead your team with authenticity and transparency. “Employees have a ridiculously high bullshit detector, more so than anyone externally, because they know you better. They know the internal brand better.” So you have to be honest with them. “Here’s what we’re going to tell you. Here’s what we won’t, and here’s why.” Set clear expectations and leave nothing to doubt. – Nairi Hourdajian

58/ When someone ask Jeff Bezos, when does an internal experiment get killed? He says, “When the last person with good judgment gives up.” – Bill Gurley citing Jeff Bezos

59/ “Getting too high on a ‘yes’ can prepare you for an even bigger fall at the next ‘no.’ Maintaining your composure in the high moments can be just as important as not getting too down in the low moments.” – Amber Illig

60/ “Most have an unlimited policy paired with a results-driven culture. This means it’s up to the employee to manage their time appropriately. For example, no one bats an eye when the top performing sales person takes a 3 week vacation. But if someone is not pulling their weight and vacationing all the time, the perception is that they’re not cut out for a startup.” – Amber Illig

61/ “Whenever we’re dealing with a problem and we call a meeting to talk about the problem, I always start with this structure. We are here to solve a problem. So the one option that we know we’re not going to leave the room doing is the status quo. That is off the table. So whenever we finish this meeting, I want to talk about what option we’re taking, but it’s not going to be what we’re currently doing.” – Tobi Lutke

62/ “[Peter Reinhardt] would put plants in different parts of the office in order for the equilibrium of oxygen and CO2 to be the same. He would put noise machines in the perfectly placed areas and then reallocate the types of teams that needed to be by certain types of noise so that the decibel levels were consistent. What I don’t think people realize about founders is that they are maniacal about the details. They are unbelievable about the things that they see.” – Joubin Mirzadegan

63/ “Leadership is disappointing people at a rate they can absorb.” – Claire Hughes Johnson

64/ Page 19 Thinking: If you were to crowdsource the writing of a book, someone has to start inking the 19th page. And it’s gotta be good, but you can’t make it great on the first try. So you have to ask someone else to make it better, and they have to ask another to make their edits even better. And so on. Until page 19 looks like a real page 19. “Once you understand that you live in a page 19 world, the pressure is on for you to put out work that can generously be criticized. Don’t ship junk, not allowed, but create the conditions for the thing you’re noodling on to become real. That doesn’t happen by you hoarding it until it’s perfect. It happens by you creating a process for it to get better.” – Seth Godin

Hiring

65/ Hiring when your valuation is insanely high is really hard. Their options could very much be valueless, since they would depend on the next valuation being even higher, which either means you grow faster than valuations fall (market falls in a bear market) or you extend your runway before you need to fundraise again.

66/ It’s easier to retain great talent in a recession, but much harder to retain them during an expansionary market. Talent in a boom market have too many options. There’s more demand than there is supply of talent in a boom market.

67/ If you’re a company with low employee churn, you can afford to wait a while longer to find someone who is 20% better in the role. – Luis von Ahn

68/ “[Fractional CMOs and CROs often] want to be strategists.  Tell you where to focus, and what to do better. But the thing is, what you almost always just need is a great full-time leader to implement all the ideas.” – Jason Lemkin. The only time it works is when the fractional exec owns the KPI and the function, where they work at least 60% of the time OR they work part-time and help you hire a full-time VP.

69/ Hire your first full-time comms person after you hit product-market fit, when you are no longer finding your first customers, but looking to grow your customer base. – Nairi Hourdajian

70/ “Ask [a high-performing hire] if there’s someone senior in her career that’s been a great manager, and if so, bring them on as an equity-compensated advisor to your company. If there’s someone in industry she really admires but doesn’t yet know, reach out to them on her behalf.” Give her an advisor equity budget, so they can bring on a mentor or someone they really respect in the industry. As a founder, create a safe space for both of them. Monthly 1:1s and as-needed tactical advice, introductions, and so on. And don’t ask that mentor to give performance feedback “because if so it’s less likely they’ll have honest, open conversations.” – Hunter Walk

71/ Hire talent over experience for marketing and product. “In marketing and product I prefer people with less experience and a lot of talent so we can teach them how we do things. They don’t have to unlearn anything about how they already work. We teach them how we work. For developers it might be different because it takes a lot of time to be a really good developer, and it’s relatively easy moving from one environment to another.” – Avishai Abrahami

72/ If you’re going to use an executive search firm to hire an exec, ask the firm three questions: “1/ Walk me through your hardest search? 2/ Walk me through a failed search? 3/ Why did it fail? 4/ How do you assess whether an exec is a good fit?” You should be interviewing the firm as much as the candidate. Watch out for “a firm with a history of candidates leaving in a short timeframe. Avoid firms that recycle the same execs.” – Yin Wu

73/ Before signing with any recruiting agency, ask “What happens if the person hired is a bad fit? (Many firms will restart the search to align incentives.) Is there a time limit for the search? (Some firms cap the search at 6 months. We’ve worked with firms without caps.)” – Yin Wu

Governance

74/ “The higher the frequency and quality of a young startup’s investor update, the more likely they are to succeed in the long run.” – Niko Bonatsos

75/ Five metrics you should include in your monthly investor updates:

  • Monthly revenue and burn, in a chart, for the whole year
  • Cash in the bank, at a specific date, and runway based on that
  • Quarterly performance for the past 8 quarters, in a chart
  • Target for the quarter AND year and how you are trending toward it
  • Headcount
    Jason Calacanis

76/ Another reason to send great, consistent investor updates is that when prospective investors backchannel, you want to set your earlier investors up for success on how they pitch you.

77/ If you don’t have a board yet, still have an “investor meeting.” “Create investor meetings where you invite all your investors to do an in-person + Google Hangout’ed review every 60 days.  They don’t have to come.  But they can.” – Jason Lemkin

78/ “[The] most important measures of success for a CEO [are] internal satisfaction, investor relations and consumer support.” – Bob Iger

79/ “Entrepreneurs have control when things work; VCs have control when they don’t.” – Fred Wilson

80/ If an investor really wants their money back (usually when VCs have buyer’s remorse), there are times when they force you to sell or shut down your companies. Instead, ask them, “What would it take to get you off my cap table?” – Chris Neumann

Product

81/ “The ones that focus, statistically, win at a much higher rate than the ones that try to do two or three things at once.” – Bruce Dunlevie, cited in eBoys

82/ Once you launch, you’re going to be measured against how quickly you can ramp up to $1M ARR. One year is good. Nine months is great.

83/ The more layers of friction in the onboarding process (i.e. SSN, email address, phone number, survey questions), the better you know your user, but the higher the dropoff rate. For PayPal, for every step a user had to take to sign up, there was a dropoff rate of 30%. – Max Levchin in Founders at Work

84/ “Product-market fit can be thought of as progressively eliminating all Herbies until there are no more Herbies. Then, you’re in a mode where you can invest in growth because it’s frictionless.” – Mike Maples Jr. (In the book, The Goal, the trek is often delayed by a large kid called Herbie. As you can imagine, the group only moves as quickly as their weakest link.)

85/ “There’s a ruthlessness in the way Dylan finds sources, uses them and moves on.” – No Direction Home. Be ruthless about how knowledgeable you can be about your customers, about your problem space, and about your product. The knowledge compounds.

Competition

86/ “If you patent [software], you make it public. Even if you don’t know someone’s infringing, they will still be getting the benefit. Instead, we just chose to keep it a trade secret and not show it to anyone.” – Max Levchin in Founders at Work

87/ If you know you’re building in a hot space, and your competitors are being bought by private equity firms, share that with your (prospective) investors. The competitors’ innovation slows, and optimizing for profit and the balance sheet becomes a priority when PE firms come in. – David Sacks

88/ “As a startup, you always want to compete against someone who has ‘managed dissatisfaction at the heart of their business model.” – Marc Randolph

89/ “You cannot overtake 15 cars in sunny weather… but you can when it’s raining.” – Ayrton Senna. It’s easier to overtake your competitors in tough markets than great markets.

90/ “Having a real, large competitor is better than having none at all!” – Anna Khan

Brand/Marketing/GTM

91/ If you’re a consumer product, your goal should be to become next year’s hottest Halloween costume. Your goal shouldn’t be fit into a social trend, but to define one.

92/ Don’t be married to the name of your company. 40% of NFX‘s early stage investments change their names after they invest in the seed.

93/ The viral factor doesn’t take into account the time factor of virality. In other words, how long it takes for users to bring on non-users. Might be better instead to use an exponential formula. “Think of a basic exponential equation: X to the Y power. X is the branching factor, in each cycle how many new people do you spread to. Y is the number of cycles you can execute in a given time period. The path to success is typically the combination of a high branching factor combined with a fast cycle time.” – Adam Nash

94/ In a down market, you may not need as big of a marketing budget as you thought. Your competitors are likely not spending as much, if at all, to win the same keywords as before.

95/ “Nothing is more expensive than a cheap lawyer.” – Nolan Church

The hard questions

96/ “I’d love to kill it and I’d hate to kill it. You know that emotion is exactly the emotion you feel when it’s time to shut it down.” – Andy Rachleff, cited in eBoys

97/ “Inexperienced founders are usually too slow to fire bad people. Here’s a trick that may help. Have all the cofounders separately think of someone who should probably be fired, then compare notes. If they all thought of the same person…” – Paul Graham

98/ When you’re in crisis, find your OAR. Overcorrect, action, retreat. Overcorrect, do more than you think you need to. For instance, lay off more than you think you need to. Actions can’t only be with words. Words are cheap after all. And retreat, know when it’s time to take a step back. “Sometimes you just have to do your time in the barrel. When you’re in the barrel, you stay in the barrel. And then you slowly come out of it.” – Nairi Hourdajian

99/ “A half measure is usually something a management team lands on because it’s easy. If a decision is easy, it’s probably a half measure. If it’s hard, if it’s really damn hard… if it’s controversial, you’re probably doing enough of it. The other thing is a half measure often doesn’t have an end result or goal in mind. If you have a really specific goal, and implementing that goal is difficult, that’s probably doing your job. That’s probably what’s necessary.” – Tom Loverro

Photo by NEOM on Unsplash


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Any views expressed on this blog are mine and mine alone. They are not a representation of values held by On Deck, DECODE, or any other entity I am or have been associated with. They are for informational and entertainment purposes only. None of this is legal, investment, business, or tax advice. Please do your own diligence before investing in startups and consult your own adviser before making any investments.

#unfiltered #78 The Gravitational Force of Accumulated Knowledge

apple, gravity, newton

You can’t always be the fastest or the brightest or the most talented. For the most part, anything that can be measured with a metric, or put on a business card or a baseball card — anything with an absolute ranking — is not something you can always control. You can be the fastest 100-meter dasher in the world today. But tomorrow, there will always be someone who’s faster. Today, you can be the youngest founder who’s raised venture capital. But tomorrow, someone will outdo you. Today, you can sell the most Girl Scout cookies. But tomorrow, someone will outsell you. The Guinness World Records is proof of that. You get the point. Because you’ll be in fashion one day, and out the next.

But if there’s anything I learned from hanging around the dragons and phoenixes — all pen names for perpetually and persistently world-class individuals, it’s that there’s gravity in being a voracious consumer of content. In being a voracious curator of what one feeds their brain. Information diet or fitness as one of my friends calls it. Being the most knowledgeable — or the pursuit thereof — has a longer shelf life and a half life than all other phenotypical isotopes. Or my fancy schmancy way of saying, all the other titles one can earn in their short lives.

It also happens to be closest pursuit where one unit of input roughly equals one unit if not more of output. For instance, to be the fastest sprinter, one extra hour of practice doesn’t consistently yield one second off your personal best. But if you’re regulating your content intake algorithm, for instance reading books, and not doomscrolling on TikTok, one extra page read is more often one more unit of knowledge you can apply in the future. Or if you’re asking good questions, one more coffee chat yields you another year or two saved of mistakes you could have made in your craft. As such, one should spend time reading, listening, watching and asking.

I spent the past weekend tuning into one of my favorite talks by Bill Gurley. (I knowww……. It really took me this long to actually write this essay.) In it, he shared that one should always “strive to know more than everyone else about your particular craft.” He goes on, “That can be in a subgroup. What do I mean by that?

“Let’s say you love E-sports. Let’s just say you’ve decided multiplayer gaming E-sports, like, this is it for you. You grew up gaming, “I love it.” All right? Within the first six months of being in this program you should be the most knowledgeable person at McCombs in E-sports. That’s doable. You should be able to do that. Then, by the end of your first year you should be top five of all MBA students, and, hopefully, when you exit your second year you’re number one of any MBA student out there. It doesn’t mean you’re the best E-sports person in the world, but you’ve separated yourself from everyone else that’s out there. I can’t make you the smartest or the brightest, but it’s quite doable to be the most knowledgeable. It’s possible to gather more information than somebody else, especially today.”

It so happens to be why VCs ask about your previous experience before starting the company. It’s why they look for passion. It’s why VCs ask for you to show that you have spent time in the idea maze. And it’s why the goal of a pitch meeting or any meeting with someone you hope to impress is to teach them something new. They’re all proxies for a founder’s rate of learning. The rate that one acquires knowledge is often directly proportional to the rate of iteration.

At some point later in the same talk Bill Gurley does above, he says, “Information is freely available on the internet. That’s the good news. The bad news is you have zero excuse for not being the most knowledgeable in any subject you want because it’s right there at your fingertip, and it’s free, which is excellent.”

It’s true. There’s a lot of things out there on the internet. But with anything that is known for its volume, there is much more noise than there is signal. And sometimes the best approach is to find the smartest people or most referenced and most peer reviewed sources. So while there is a world out there behind covers and a .com address, sometimes the best thing to do is ask.

Page 19 thinking

Seth Godin shared something recently I wish I had heard sooner — page 19 thinking. It was in the context of compiling an almanac — a compilation of world’s greatest thinkers about the climate crisis. When Seth and the team first started off with a blank page, they knew that “in the future there will be a page 19. [They] know that it will come from this group, but [they also knew] there [was] not anyone here who [was] qualified.” So, to resolve that dilemma, someone had to ink the first paragraph of page 19. Then, that person would ask someone else to make it better. And then, that someone else would ask another. And it would go on and on until page 19 looked like a real page 19.

What made this approach special was that ego was checked at the door, and people were empowered to co-create the best version of that work. Seth went on to share, “But once you understand that you live in a page 19 world, the pressure is on for you to put out work that can generously be criticized. Don’t ship junk, not allowed, but create the conditions for the thing you’re noodling on to become real. That doesn’t happen by you hoarding it until it’s perfect. It happens by you creating a process for it to get better.”

In the world on Twitter, the above goes by another name — build in public.

One of the greatest blessings in writing this blog is that I get to ask really smart people a lot of questions. While a lot of knowledge exists behind two cardboard slabs, or these days, in a six-letter, two-syllable word that starts with ‘K’ and ends in ‘E,’ the richest concentrations of insight exist in gray matter.

If you’re a founder or someone who’s embarking on a new project, there’s a saying I love, “If you want money, ask for advice. If you want advice, ask for money.” Ask people to pay you or to invest in you. You’re gonna get a plethora of feedback. Feedback that comes in flavors of noise and signal. But it’s up to you to figure out which is which. Nevertheless, that rate of learning, assuming you’re out asking, building, asking, and building some more, compounds.

In closing

I’m not saying you should only read books or only talk to experts. I’m saying you should do both. Be relentless in your pursuit to learn. As Kevin Kelly once said, “Being enthusiastic is worth 25 IQ points.”

Luckily, knowledge also happens to be one of the few things in life that no one can take from you.

Photo by Priscilla Du Preez on Unsplash


#unfiltered is a series where I share my raw thoughts and unfiltered commentary about anything and everything. It’s not designed to go down smoothly like the best cup of cappuccino you’ve ever had (although here‘s where I found mine), more like the lonely coffee bean still struggling to find its identity (which also may one day find its way into a more thesis-driven blogpost). Who knows? The possibilities are endless.


Stay up to date with the weekly cup of cognitive adventures inside venture capital and startups, as well as cataloging the history of tomorrow through the bookmarks of yesterday!


The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.

DGQ 17: What is your greatest strength that you are most worried about not coming across during an interview setting?

camera, interview, question

A while back, I stumbled across this question by Siqi Chen while doomscrolling through Twitter, and I couldn’t help but do a double take on it. It’s something I often worry that I miss when founders or GPs pitch me, but also when I host fireside chats. I worry in my myopia with hitting an agenda of questions, I may miss the most important part about the person sitting across from me. In any interview setting, interviewers always have a pre-destination in mind. And often it’s the onus of the interviewee to alter that flow if a dam is restricting the power of the torrent. In other words, your strength. It’s why I ask, “Are there any questions you have yet to be asked, but wish someone were to ask you?” But I like Siqi’s way of asking it a lot more.

Take ambition as a strength, for example. Really hard to tell by just looking at a resume, especially one who says they are and someone who actually is.

At the same time, there’s a beautiful line that the late Ingvar Kamprad, best known for founding IKEA, once wrote. “Making mistakes is the privilege of the active — of those who can correct their mistakes and put them right.” And that’s okay, in fact heavily encouraged for anyone who has ambitions. Because in order to achieve the extraordinary, you cannot pursue the ordinary. You have to tread where no one has treaded before. And a lagging indicator of that is the number of mistakes and scar tissue you’ve collected over the years. So, in an interview, to best illustrate your ambition, you have to talk about the lessons you’ve learned to get here. The greater the mistake, the more risk you took. And often times, the greater the ambition.

Kevin Kelly also said recently, “I’d like to give a little story of a car, and you need to have brakes on the car to steer the car. But the engine is actually the more important element, and so there are people and there are organizations, and there are methods that are going to be doing the braking, and I think they’re essential. I want brakes in the car, but I just feel that the brake can overwhelm and cause stagnation, and that we also wanted to remember to focus on making the engine even stronger, and so I emphasized the engine.”

In an interview, it’s the difference between promotion and prevention questions. As Dana Kanze once shared, ““A promotion focus is concerned with gains and emphasizes hopes, accomplishments, and advancement needs, while a prevention focus is concern with losses and emphasizes safety, responsibility, and security needs.” As such, in an interview, you want to channel your energy to being asked at least one promotion question that highlights your strength.

Conversely, as I’m writing this right after reading Chris Neumann‘s most recent post on fake FOMO, creating a fake sense of urgency is one of the best ways to ensure your greatest strength won’t come out during the interview.

Today’s just a short blogpost. Just to say I’m a fan of Siqi, one of the greatest masters of storytelling, and this question. In case, you’re looking for more Siqi content, check out here and here.

Photo by Sam McGhee on Unsplash


The DGQ series is a series dedicated to my process of question discovery and execution. When curiosity is the why, DGQ is the how. It’s an inside scoop of what goes on in my noggin’. My hope is that it offers some illumination to you, my readers, so you can tackle the world and build relationships with my best tools at your disposal. It also happens to stand for damn good questions, or dumb and garbled questions. I’ll let you decide which it falls under.


Stay up to date with the weekly cup of cognitive adventures inside venture capital and startups, as well as cataloging the history of tomorrow through the bookmarks of yesterday!


The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.

Spilling the Tea on Deep Tech

teapot

It’s not every day one gets to sit down and experience a Chinese tea ceremony under a late afternoon Los Altos sun. Sitting across from me was a gentleman in a white tee who moonlighted as a tea connoisseur. As such, he was in the middle of passionately describing to me what was some of the best tea I’ve had to date.

“David, smell this blend three times. You’ll realize that each breath you take will smell completely different from the last.”

To my bewilderment, he was right.

As I handed the teapot back to him, he continued, “Now the first pour you always pour out. Here, we are just washing the tea leaves. But we use this opportunity to also coat the insides of your teacup with the flavors of this next tea.”

True to his word, he awakened the inner mold of my cup with the smoky liquid infused by leaves that had been aged longer than I’ve been alive. Then poured the first pour back onto the teapot with the lid on, creating a wet seal around the teapot. As a result, the leaves were washed. The aromas are concentrated in the pot. And the cup has been given time to get to know the tea.

When, finally, the teacup landed back in my hands, I could taste the unfiltered, rich, smoky, yet mellow aroma of a Wu Yi Shui Xian tea.

If I didn’t know any better, I’d never have guessed his “day” job was being an investor. Specifically, a pre-seed and seed deep tech investor.

Of course, you’re smart. Given the title of this blogpost, you didn’t come here to read about the intricacies of drinking tea. But about the intricacies of deep tech, which in the process of editing this piece, I realize deep tech happens to have the same initials as drinking tea. But that’s not only stretching it, but I digress.

The fine gentleman who sat across from me in a white tee, his name is Arkady Kulik, Co-Founding Partner of rpv, a fund dedicated to backing early-stage scientifically intensive teams. In other words, deep tech. Currently, the industry itself is highly fragmented. In Arkady’s words, “it’s like investing in IT in the 80s. But they’re all ventures that can completely reshape the landscape.”

As Arkady continued, he shared something else quite fascinating. “In software, you’re looking at a high market risk and low technological risk. In deep tech, it’s the exact opposite. We have a low market risk and high technological risk. The problem is not whether they can sell this to people, but rather whether they can build it.”

Naturally, as someone who spends little time looking into the deep tech world week to week, I had to double click on that. What followed was a conversation where I found myself wishing I could take notes faster.

Smelling the tea leaves

As a non-technical person, the biggest question for me has always been: How do you evaluate a deep tech deal?

To Arkady, it’s the entry point in price as a function of Technology Readiness Level. TRL, for short.

rpv focus, deep tech, technology readiness level, nasa
Source: rpv’s Investor Deck (and yes, Arkady gave me permission to share this)

“TRL is actually something that the team at NASA came up with. NASA has always had a lot of internal projects, and they needed some internal tool to evaluate the readiness of those projects.

“It was developed in the 1970s, but was formalized in the decade after. One through three on the TRL scale is all theory. They’re largely funded by the government through grants and such. Seven through nine on the scale is commercial, and covered by generalist VCs. Everything in between is in some form of a product development process. That’s where we come in.

Source: rpv’s Deck, citing NASA TRL levels

“To get the graph above, we take TRL levels on the X-axis and the historical round size data on the Y-axis. Then we looked at every single company, took the lowest and highest round in each vertical within deep tech, and mapped it out.”

While every firm’s “blue box” is different — and after learning about this, I do encourage every deep tech firm to go through such an exercise, rpv’s sweet spot is companies leveraging technologies TRL 3-6 whose round is shy of $1.5 million.

The first pour: Tea meets cup

After passing through the smell test, the first question Arkady tries to answer is always: Is it BS? “I look at every deck myself. No analyst. No associate.”

After Arkady looks at the deck, he then sends it to his team. “They give me one of three scores: green, yellow, or red. If it’s positive — meaning either green or yellow, I take the first meeting. We have 12 deal breakers, ranging everything from lack of ability to protect IP (it’s why we don’t do software deals) to tech, finance, or team conflicts of interest. If any of us in diligence raise a flag, we don’t continue. If not, we ask specific questions to the team.”

When meeting with the team, the question of founder resilience always comes up. Of course, every investor measures grit differently. I ask about excellence and scar tissue, but I was deeply curious as to what Arkady asks for.

“I try to gauge it from learning about founders’ past experiences (not necessarily professional ones),” he goes on, “I dig deeper on tough situations a founder has faced. Also proposing hypothetical scenarios about their fundraising or team dynamics help a lot in understanding that facet.”

Without a beat, I follow up, “For that, do you have any go-to questions?”

“Nothing formal. I try to find an experience in someone’s past that could be good grounds for showing resilience: competitive sports, PhD, previous startups, complicated and long-term projects in the corporation or something like that.

“For the hypothetical scenarios, I ask things like ‘What if you won’t gather the round?’ Or ‘What if your co-founder absolutely had to resign, what’s your action plan in the bus factor case?’

“It’s an area where you look at how they react, not just what they say. How does their body language change when they’re answering the question. It’s about the non-verbal signals. ‘Tell us an experience in the past and things didn’t go your way, and things were dragging.’ Was it when you applied to college? Or went for your PhD? Or when you were trying to go on a date with someone you liked?’

“Resilient people usually have some kind of Plan B. People who don’t have another plan and still try the same thing again and again are stubborn. We don’t seek stubbornness in entrepreneurs. We look for their ability to be honest with themselves and other people.”

The second pour: Tasting the depth

“If there are no red flags after meeting the founders, then we move into scientific due diligence. We ask everything from deep scientific questions (on isotopes or wavelengths) to the feasibility of the product — essentially a peer review on a paper by our internal, but also external scientists and advisors. The latter to get a truly unbiased opinion.

“Then we do a deeper diligence process with a scorecard of 35 items from team composition to their stage of development to their ability to protect IP to the availability of competition, each rated twice. Once by myself, and another by our advisors and venture partners. Then we average the points out for each of the 35 items and compare against our thresholds. If it’s a green light, we make an investment decision. If yellow, we follow up with the target venture’s team to see if they have a good answer to our concerns. And if not, then we say no. If red, well, we also say no. Though we have yet to give a red final score after using the scorecard since they’ve all died during the extensive due diligence process.”

In our conversation, which eventually migrated to Zoom (with some people, you just never run out of things to ask), I postulated about the variability in venture firms using scorecards. There are strong reasons why you should or shouldn’t from both sides of the aisle. Both of which have generated great returns for their LPs.

Today, many of the top tier venture firms make outlier decisions based on gut. It’s the same reason why generational or succession planning at these top firms are so hard. Once the GP leaves or retires, the next generation have a hard time making the same investment decisions as the previous generations.

On the scorecard end of the spectrum, hedge funds are, by definition, firms who employ algorithmic discipline to generate alpha. On the venture side, you have Correlation Ventures, SignalFire, just to name a few. Seven years back, Social Capital’s Capital-as-a-Service, just to name a few. The last of which seemed to have been deprecated due to the inability to scale support for a portfolio of 500 startups, rather than the inefficacy of their “scorecard.” As you might suspect, a topic I’m quite fascinated about.

“We make our decisions based on scorecards,” Arkady reaffirmed, “And if you were to look at each one we’ve done, you’ll see that it’s rare that our team sees eye to eye. We disagree a lot. It’s an individual decision and we take it. And we never try to convince the other to change their score. We trust each other to give a score we believe in. For advisors, since we have many, we take the average of all their opinions. We also ask different advisors for each item on the scorecard. Some advisors are excellent in one area, but might not be fluent in another.

“The final thing I’ll say is that when something feels off, we say no. Even if the data shows green, but we’re unsure about the validity of the data, we still pass. One of the best pieces of advice I got around hiring is if you’re not sure about a hire, pass. It’s the same with investing.”

For Arkady, that is the weapon of their choice.

In closing

Between three calls and a tea ceremony, even then, we only touched the tip of the iceberg. One I’m likely to have many more questions for Arkady and my other friends who live and breathe in this space. It’s an exciting space. To be fair, even calling it all just one space is an understatement. It’s a permutation of many that’ll be segmented when the broader investment community starts to understand them all better. Myself included.

Looking forward to it all, and appreciate you, Arkady, for all the back and forth edits, lessons, and the tea!

Photo by Content Pixie on Unsplash


Stay up to date with the weekly cup of cognitive adventures inside venture capital and startups, as well as cataloging the history of tomorrow through the bookmarks of yesterday!


The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.

#unfiltered #77 When People Conflate Intentions and Incentives

thinking, confused, mixup, intention, incentive

Earlier this week, I tuned into an episode that come out in late March on the 99% Invisible podcast about the panopticon effect. In all honesty, until this week, I pled ignorance to that second to last word — panopticon. Something that had been omitted from my anecdotal Meriam Webster. But maybe you’re less ignorant than I am and you’re already familiar with this term. Maybe we’re in the same boat.

Nevertheless, it turns out the panopticon was a relic of the late 1800s. It was a time, not too unlike today, when they were tackling the age-old problem of reforming prisons. Brought to life by Dutch architect Johan Metzelaar, the panopticon is a cylindrical prison, further defined by a single pillar at the center of it all — a guard tower. Unlike previous prison designs, this one was specifically designed so that the guards could keep their eye on every prisoner. Or at least that was the idea. For those in the prison to feel like they were always being watched, in hopes that would aid in the correction of their behavior.

And in that same episode, rewinding even further back in history, Roman Mars, the host of the 99% Invisible podcast, shared a fascinating piece of trivia. The Dutch were once again one of the first to introduce prisons as an alternative to torture, capital and/or corporal punishment. These houses of correction were meant to be opportunities for inmates to develop discipline and morality. Spoiler alert. It didn’t work out as expected. He mentions, “The goal of rehabilitating inmates was quickly lost. The houses of correction devolved into just convenient sources of very cheap labor.” Simply put, while the intentions for correctional facilities were good, the incentives led them astray.

When incentives lead people astray

Interestingly enough, Lux’s Bilal Zuberi, in a recent chat with his partners, Josh Wolfe and Peter Hebert, stumbled across a similar discussion.

In the thread, he brings up three examples:

  1. Nuclear was invented to harness renewable elemental power, but became a means to create weapons of mass destruction.
  2. Social media started as a means to bring people together, but devolved into a tool for gaming eyeballs and invasive ads.
  3. Vaping started as a way to help people quit smoking, but to create a sustainable business, the companies have started marketing “fun” flavors.

The battle between intentions and incentives is no less true in the past with prisons and empires and political beliefs as is in the present and future with technology, generative AI, deep tech, crypto and blockchain… The list goes on.

Intentions are usually about personal motivations, morality, ethics, and the greater good. The force that drives us forward. I truly believe that most people don’t start off wanting to take advantage of others. Incentives, on the other hand, are business motivations. They’re optimizations. A rationalization of decisions that conflict with goodwill for the sake of, well, insert your choice of blame and delegation of responsibility. Often times it is for the broader organization.

It reminds of a saying that I first heard in The Dark Knight. “You either die a hero or you live long enough to see yourself become the villain.” I can’t speak for every individual out there, neither is it my place to preach. That said, with the world progressing exponentially, selfishly speaking, I’d hate to see good people and good businesses overly optimize for the wrong reasons. And lose themselves in the journey up.

Photo by Tingey Injury Law Firm on Unsplash


#unfiltered is a series where I share my raw thoughts and unfiltered commentary about anything and everything. It’s not designed to go down smoothly like the best cup of cappuccino you’ve ever had (although here‘s where I found mine), more like the lonely coffee bean still struggling to find its identity (which also may one day find its way into a more thesis-driven blogpost). Who knows? The possibilities are endless.


Stay up to date with the weekly cup of cognitive adventures inside venture capital and startups, as well as cataloging the history of tomorrow through the bookmarks of yesterday!


The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.

Three Lessons For Creating Unforgettable Experiences

games, playing, child

As those close to me know, over the past few weeks, I’ve been knee-deep in some new projects. Projects I haven’t been this excited to produce in a long while. One of which is around experiences.

At the same time, as friends and long-time readers of this humble blog know, I am no stranger to the world of social experiments and experiences. I still don’t have a great catch-all term for it. They’re not just another set of “events.” Events just remind me of the same conference, fireside chat, or happy hour playbook. But I try to take my events a step further. So, naturally, given my fascination around building experiences, I walk hand-in-hand with both psychological research and game design. The former of which I share a bit more in previous blogposts than the latter.

So, I’m going to dedicate this essay to three of the lessons I picked up in the latter.

  1. Create experiences that optimize for people who know no one else there.
  2. Don’t confuse complexity with depth.
  3. A great event is great not due to the event itself, but because of the story one gets to tell again and again.

1. Create experiences that optimize for people who know no one else there.

I had always had this somewhere in the back of my head. To design experiences where no one was ever left out. But when I caught up with a friend recently in New York, he codified it into what it is today. As someone who runs a design studio that builds immersive experiences in New York, he spends most of his time building experiences for strangers. And while friends may visit his exhibits together, the vast majority of his attendees do not know anyone else.

Take, for example, happy hours. Most happy hours aren’t designed for the person who knows no one. Usually the event itself is fairly laissez-faire. Most of which, the hosts don’t actively try to connect attendees. And so if you show up at a happy hour and the host is too busy to intro you to anyone, unless you’re an outgoing person, you’re likely standing near the edges, hoping to jump into a conversation if any group will let you. This often leads to events where people leave early and form cliques. It also optimizes for early birds, rather than the fashionably late.

Tactically, it’s creating excuses for people to jump in conversation. While not a problem for outgoing individuals, I need to empower everyone, including shy introverts, with tools to start conversations, where I and/or the experience shoulder the initial responsibility and blame to start conversations. That could be with customized fortune cookies where one is supposed to read their fortune to someone else. Or empowering people with a mission or an ask greater than themselves. For instance, to over-simplify it a bit, “I’m trying to put together a small group of everyone who’s wearing glasses tonight. Do you mind helping me find out all the names of the guests who are wearing glasses?” Or “I’m trying to resolve a debate with my co-host. Pineapples or no pineapples on pizza. I’m all for pineapples, but she isn’t. Can you help me find more allies?”

2. Don’t confuse complexity with depth.

This is unfortunately a fallacy I often find myself spiraling down the longer I’m given to ponder. And I lose myself in intellectual complexity.

Many years ago when a couple friend and I first decided to host an escape room in a mansion over three days and two nights, the greatest question we had was: How do we create an immersive experience over multiple days? And retain that level of immersion throughout? I thought, hell, what if we created a brand new language for the event. One that all guests would have to learn and practice throughout the event. We’d ease them in slowly, but the biggest puzzle could only be solved through adequate mastery in this new language. This easily gave me the greatest injection of dopamine when planning for the event. And I went deep, talking with linguistic professors, studying how Tolkien created Quenya, and how Cameron and Paul Frommer created the Na’vi language.

It was truly interesting to me and to many of my friends. But unfortunately, through user testing, to most others, while interesting to hear its backstory, was not fun to practice. I had ended up developing it to a level to where it departed from its English roots to resembling language of Scandinavian origin. Because of its complexity and how there were more guests who were English speakers than speakers of this new language, immersion broke almost instantaneously.

The great Mark Rosewater once defined interesting as intellectual stimulation and fun as emotional stimulation. While they’re not mutually exclusive, it’s important to not confuse the two.

There’s a great Maya Angelou line that I, like many others, like to reference. “People will forget what you said, people will forget what you did, but people will never forget how you made them feel.” And it is no less true for gamified designs. Emotional satisfaction often runs deeper and longer than intellectual satisfaction. The former has a greater chance of becoming a “core memory,” to borrow from the brilliant minds behind Pixar’s Inside Out, than the latter.

I was lucky to learn this lesson from one of the greatest designers of card games alive today. It was on a call earlier this year, where I was telling him about all the awesome bells and whistles I was planning on implementing for an upcoming experience. And I asked what he thought. To which, he responded: “Kill all complexity. Complexity is not a substitute for depth. Rely on your audience for depth. The more borders, the harder it is enjoy. Too few, it’s chaotic. Find the absolute minimum number of borders.”

The goal of creating systems is to create opportunities for serendipity. To create opportunities where people can dive deep. Not to force people to take the plunge when they may not be ready.

His advice just happens to rhyme with a quote I’ve always kept somewhere in the back of my mind, but now sits on the wall above my PC.

“Your ability to solve problems with magic in a satisfying way is directly proportional to how well the reader understands said magic.” — Sanderson’s First Law of Magic

3. A great event is great not due to the event itself, but because of the story one gets to tell again and again.

Under the ambiance of MarieBelle, which I still so fondly remember the moment my friend told me this, she said, “A great event is great not due to the event itself, but because of the story one gets to tell again and again.” It’s the truest definition of surprising and delighting. She was someone who used to work on the Dreamweavers team at Eleven Madison Park when Will Guidara was still there. As such the above lesson was a page out of Will Guidara‘s book Unreasonable Hospitality, whose best known for how intentionally he took front of the house hospitality at 11 Madison Park, one of the greatest restaurants in the world. 4 stars on New York Times, and 3 Michelin stars. He also happened to be the person who conceived the Dreamweavers team there. Just to give you an idea of how seriously they take their roles

First off, the core of the event itself the meat, the protein has to be great. If it’s a tofu burger, it better be a damn well-marinated fat slice of egg tofu, double-fried to perfection. To Malcolm Gladwell, that’s the meal.

And only once you have it all, what’s the cherry on top? What’s the candy? Why would people want to talk about it? For events, that’s:

  • Delivering surprises gifts and/or experiences they do not expect
  • Transferrable pieces of knowledge insights, frameworks, or trivia knowledge that are useful even after the event
  • Meeting great people WITH great stories “Did you know that [so-and-so] did X?” And for this to happen not just opportunistically but at scale, finding ways to help people share stories of vulnerability or of adventures that have yet to grace any public media is key. The easiest way is through questions. The slightly harder way is through a set of triggers where it makes sharing such a story natural.

In closing

I am, as always, a work-in-progress. And with the events I’ll continue to host this year, I’m going to learn more. And in time, be able to share more of my lessons, trials, and tribulations in this journey. In hopes, this will aid or inspire you on your path.

Photo by Holly Landkammer on Unsplash


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The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.

How to Retain Talent When You Don’t Have the Cash

lightning in a bottle, spark, hold, light, jar

Earlier this week, I grabbed coffee with a founder. Let’s call him “Elijah.” He recently lost a key exec he’d been working with for two years to their incumbent competitor. The competitor’s offer happened to be too good to turn down. Triple the exec’s salary. As that exec had a family to feed and children’s education that didn’t come cheap, he made the hard decision to leave. Needless to say, Elijah was devastated. And he asked,

“David, what should I have done?”

I initially thought it was rhetorical. It seemed that way. But he paused, looked at me, and waited.

So I responded.

My response

I’ll preface by saying that the advice I shared with him was a collection of insights I learned from mentors over the years — some a lot more recently than others. I don’t hold all the keys to the castle. And every situation is, well, situational. So the last thing I wanted was for the founder to take my advice as the word of god (nor anyone reading this blogpost now). Merely a tool in the toolkit. At times, useful. Other times, just something that acts as décor in the shed.

“Elijah, it’s probably too late for that exec… for now. He’s made his decision and walked. That said, I think there are two things to be aware of here:

  1. The fact you didn’t know about this until it happened, and
  2. The decision itself.”

Pre-empting the ultimatum

For the former, here’s how I think about pre-empting your team’s career inflections.

  1. In their first week, have everyone put together their personal manifesto. What is their 6 month goal? 1 year? 5 years? 10 years? Lifetime goal? What motivates them? How do they like to give and receive feedback? Of course, it’s helpful to share your own first, so they have a reference point. Don’t expect anything you’re not willing to share first. So, naturally, this requires a level of transparency, and more importantly, vulnerability.
  2. Then within the first two weeks, you and their direct manager should review their manifesto with them for at least 30 minutes live. Really get to know them. Taking a page out of Steven Rosenblatt’s book, what drives them? What haven’t they achieved that they want to achieve? How do they do their best work? When do they feel the most motivated? Why did they want to work here? Why are they excited to do so? How does working at your company fit in their broader goal?
  3. Then every quarter, allow every team member one day of mindfulness away from their work to revisit their manifesto. I usually recommend a Friday. What’s changed? What’s stayed the same? Does their current role still fit in their broader goal? If not, why not?
  4. The week after, take time to sync again and be incredibly candid.

Of course, the above is easier to do if you have a company of less than 50. At some point, when your company scales past that, it’s at least helpful to do it with your direct reports and their direct reports.

Helping with the decision

For the latter, you can’t stop a river. Even if you build a dam, the flow will always find a way around. You can’t change what motivates someone else. But you can help them channel it. The best thing you can do is equip that person with the tools to make a decision they will not regret, and wish them the best.

I like to sit people down and first help them figure out why they’re considering a new role. People often conflate the three traits of a job — compensation, scope, and title — together when making a career move. But in truth, they’re similar, but all a bit different. And I want people to know that just because they’re getting paid more doesn’t necessarily mean an increase in responsibility. Just because they’re getting a new title doesn’t mean that they’ll get more money. Then I have them stack rank the three traits. From most to least important.

If they still rank compensation first, that’s fine. Maybe they’re saving to buy a new house or to pay for their child’s higher education. And there’s nothing you nor I can do there. But if it’s one of the other two that come out on top, there’s room to create a new position or set of responsibilities where the individual feels empowered. And if it’s not at your company, they’ll be equipped to think through it at their next company. If they don’t have one lined up yet, help them through your network find one that’ll fit the criteria.

The wonderful irony

The funny thing about helping people achieve their dreams — sometimes that’s actively helping them leave your company — is that the karma usually comes back in one way or another. In this case, and I’ve seen it and experienced it before, even if you lose this person at this time and place, they’ll remember the help you gave them. To which, one day, when they have an all-star friend looking for their next opportunity, they will think of you.

There’s a saying I love. ‘The best compliment an investor can get is to get deal flow from someone they passed on.’ And here, the best compliment you can get is to get talent from someone who left your team.

In closing

Shake Shack’s Danny Meyer recently said something that echoes this notion. While he uses the word “volunteering,” he defines “volunteering” as:

“I basically, to this day, treat all of our employees as if they are volunteers, which not in the real sense. You’re going to get paid. But if you’re working for me, it means you’re probably good enough to have gotten another 25 job offers at least. And so, as far as I’m concerned, you’re volunteering to share your gifts with us.”

He goes on to say, “I didn’t have any way to motivate them with money. I couldn’t give them a raise, couldn’t dock them their pay. So I learned such a crucial lesson, which is that, if someone’s volunteering, the only way to motivate them is to have a higher purpose.”

Of course, there’s more than one way to make a team member feel like they are valued and that they value their work here. Another way is to give your prospective team member a “love bomb”, as Pulley’s Yin Wu calls it.

Now I’m not saying that if Elijah did all the above, he’s guaranteed to retain the exec. Who knows? He might have. Might not. For a man with a family and financial needs, it’s a hard ask. But at the minimum, this career move wouldn’t have blind-sided him. And better, he could’ve supported that exec in making that career move.

Just like with your product, your goal with your team is also to catch lightning in a bottle. How do you attract the best talent to work with you? And then, once you are able to, how do you keep them?

With the latter, a big part of it is showing you care.

Photo by Diego PH on Unsplash


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The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.

What It Means to be Antifragile

boxing, antifragile, resilient

The thing is this is the first real recession I’m working in. I entered the workforce something in the midst of one of the longest bull markets in modern history. So, naturally, I had a lot of questions. One of which I asked one of my mentors in VC who’s been through a few cycles late last year. “Are there any leading indicators that foretell when we’re going to get out of a recession? Or when we truly hit rock bottom in a recession?”

And he said something that made complete sense. “When the frequency of mass layoffs, especially from some of America’s largest employers, slows to a halt.”

Since then, every month or so, I check in the number of WARN notices that come in which require companies doing a mass layoff to publicly report a layoff 60 days in advance. For instance, you can find California’s here.

As Chamath Palihapitiya puts it in his 2022 annual letter, “while we believe that most of the multiple contractions in these markets have largely worked their way through the system, we suspect there is still some more room to fall — particularly if the U.S. enters a recession in the coming year.” Since it seems layoff season is yet to pass, it seems wise to buckle in for the longer run.

While friends have asked me when the recession will end, I responded with a simple “I don’t know.” No one does. And while many may make conjectures on the timing, the one thing we can use this free fall for is to build a heat shield.

I really like this one line in Chris Neumann‘s recent blogpost on antifragility. “As great as it sounds for a startup to get stronger when unexpected events occur, I don’t actually think that’s a realistic goal for most companies (it certainly isn’t the case for VC firms). Rather, I think the goal in making antifragile startups should be to minimize the risk and distraction when unexpected events occur, such that the company can continue to make progress while its competitors are panicking and reacting.” One thing’s for sure. The world is host to a plethora of distractions. Something we won’t be in shortage of. With each black swan event, we will only be left with a surplus of attention stealers.

And I’d be presumptuous to say that the best do not get distracted. Rather the best realize when they are and have ways to get back to a focused flow state. Simply put, it’s helpful to play a game of What if? What if this unexpected shock happens? How will I react when my servers get hacked? How do I react when my cash flow is constrained due to an unpredictable event? And in each broad category of What if’s, do you have a way to hedge the risk?

Sometimes, it’s preparing for the unexpected black swan event.

That’s why code is redundant to prevent the fragility of storing it only on one server.

It’s why companies like HackerOne exists.

It’s why you should have your cash in multiple bank accounts, with at least one of them being a big 4. A few top firms, including General Catalyst, Greylock, and Redpoint, have also said, “Keep two core operating accounts, each with 3-6 months of cash. Maintain a third account for ‘excess cash’ to be invested in safe, liquid options to generate slightly more income.” All to protect against the downside risk of losing all your money when you put your eggs in one basket.

But when the black swan does hit, prioritization matters even more. When the pandemic hit and Airbnb was between a rock and a hard place, Brian Chesky described it, “We realized not everything mattered. And it was like if you have to go into a house — your house is burning — and if you could only take half the things in your house, what would you take?”

Chamath went on to write in the same letter. “The most alarming consequence in startup-land has been the divide it has created between the management teams who have ‘found religion’ (i.e. made the tough decisions and managed their businesses smartly) and the rest who are trying their best to avoid reality.” And those tough decisions include, “cutting non-core projects, lowering costs, and vastly reducing G&A while getting to profitability [which] is now mandatory — otherwise you will have to face the consequences.” Those same tough decisions set teams up for success in bad times and bear markets.

In closing

Recently on the Tim Ferriss Show, David Deutsch said, “wealth is not a number. […] It is the set of all transformations that you are capable of bringing about.” Similarly, a company’s revenue is not just another number. It is a product of all the miracles that the company willed into existence. Crossing the chasm. Leaping over hurdles.

To take a line out of Nassim Taleb‘s book, “Crucially, if antifragility is the property of all those natural (and complex) systems that have survived, depriving these systems of volatility, randomness, and stressors will harm them. They will weaken, die, or blow up.” We need black swan events to create miracles. And we need miracles to create stronger, more resilient companies.

Trauma strengthens us. You need to bleed to grow scars. You need to feel pain before you grow calluses. The product of each makes one more resilient to pain and injury in the future.

One might call it antifragility.

Photo by Johann Walter Bantz on Unsplash


Stay up to date with the weekly cup of cognitive adventures inside venture capital and startups, as well as cataloging the history of tomorrow through the bookmarks of yesterday!


The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.