AI

Renowned investor Elad Gil on how the great AI race will likely shake out

Comment

Elad Gil
Image Credits: Elad Gil

Elad Gil, a successful founder and prolific investor, has already been called Silicon Valley’s biggest solo venture capitalist, given the massive amounts of capital he has been investing in recent years, including on behalf of institutions that reportedly include Harvard’s endowment.

His track record goes a long way in explaining his quiet rise. For example, Gil invested in the Series A round of the highly valued payment software company Stripe 11 years ago and has invested in many of its subsequent rounds. He also snapped up stakes in the note-taking app Notion, the cloud collaboration platform Airtable, the military tech contractor Anduril and the design tool Figma, which agreed to sell to Adobe for a whopping $20 billion last September — though Adobe is still working to sell Justice Department authorities on the deal’s merits.

In conversation late last week, Gil — who occasionally blogs but maintains a bare-bones site — declined to answer specific questions about how much he’s managing or some of the amounts he has invested in companies. But the quant VC outfit TRAC calls him a “superforecaster” who has funded at least 155 companies, and whose “batting average” is .671, meaning 67% of his early-stage investments have raised at least one follow-on round, per TRAC data. (It says at least 30 startups in Gil’s portfolio have become “unicorn” companies, though as Gil himself notes, many valuations are poised to change over the next 18 months or so. “The really hard times are coming,” he says.)

When we spoke with Gil, we asked about what founders should do if things go from bad to worse. We also talked about his ongoing fascination with AI and some of the early checks he wrote to startups that are now raising serious venture dollars, including Character. AI, backed this year by Andreessen Horowitz, Perplexity.AI, backed by NEA and Harvey, backed by Sequoia Capital.

Not last, Gil shared how he’s using AI to scale up his own work. You can listen to our full interview; in the meantime, excerpts of that chat follow, edited for length.

TC: Years ago, you wrote a book titled the “High Growth Handbook,” about how to scale startups from 10 to 10,000 people. Do you now think there was too much focus on growing so quickly?

EG: The focus of my book was around if you hit that magical moment of product market fit, what you do next. . . I think this mantra of growth for growth’s sake really came in mainly during the COVID period. As capital became really cheap and available, people started scaling when they didn’t quite have actual product market fit. They started scaling before they had a lot of customers, or before it was clear that they had a moat that would create some sort of defensibility for their business. I think where things went off the rails was people started raising money many years ahead of where they were. And then they started hiring against that money that they raised instead of hiring against the business that they had.

We’re hearing lots of stories from employees eager to talk about mismanagement inside their companies as things go south. Any advice you can offer to companies about how to scale back without completely blowing up in the process?

A lot of the assessment that people are doing actively right now is to ask: Where do I think this is going to be in one or three or five years? And if it’s not working, what should I do? Those are really tough choices to face. People have to make decisions between whether they shrink the team and maybe change direction or do they try to sell the company because it’s clearly not going to work. Do they shut down and return money? If you look at when people raised a lot of the money in the last couple of years, it largely happened in 2021. And if people raise three to four years of money and fundraise when [they] have nine months left, that means a lot of people are going to have to start fundraising at the end of this year. So I feel like the really hard times are coming. I think this is still kind of a little bit of a warm up, or anticipatory period.

In terms of your own investments, can you speak to how much you’ve raised in recent years, and how many companies are now in your portfolio? You were raising $620 million per an SEC filing in 2021 . . .

I haven’t really talked too much about it [and] I actually don’t know the exact number [of portfolio companies] right now. Traditionally, I would just invest my own money. Then things started to get bigger in terms of the allocations I could invest behind, so in some cases, I did what are known as SPVs, or single purpose vehicles or investments.

Right now, my model is a bit of a hybrid, where anything that’s kind of small, or if people just want me in as an angel, I can do it personally. If something gets bigger, I can use a fund. If something gets really big, I can use a mix of personal money, fund money and SPVs. I’ve tried to keep a flexible approach so that as I work with different companies at different stages, I can tailor what I do to what they actually want and need. I want to avoid the situation where I have a massive fund and feel the need to go and invest a bunch of money and push it on people and kind of start acting badly.

You were paying attention to generative AI before some others. Have you been taken at all aback by what has been released into the world [on the generative AI front] over the last six to 12 months?

For me, the big moment in some sense was seeing things like some really early generative art based on GANs [which is a class of AI and machine learning algorithms]; it was just striking what non-artists could do. Then a little bit after that, when GPT-2 and then GPT-3 came out, that was clearly a moment where there’s such a big step up between them that it was clearly a sea change.

Are you an investor in OpenAI?

I’m not involved with most of the things that are happening at the foundation level, but I don’t want to talk about any specific companies or anything.

You sat on a panel in LA earlier this month with Ashton Kutcher, whose Sound Ventures just raised a growth fund to expressly back just six or so foundational model companies — three of which it has already invested in: OpenAI, Anthropic and Stability.AI. What do you make of that strategy?

There are a handful of companies that are really far ahead in terms of developing these foundation models. And I do think that there’s going to be some scale and capital effects to them, at least for the very most cutting-edge models. So for example, you know, GPT-4 still feels to be quite a bit ahead of everybody else, and obviously, Google has the capabilities to build something against. Anthropic has been iterating on its cloud model. There are a few other players. There’s Cohere and A121 [Labs] and the like. But at least for now, it seems like proprietary models are a generation or two ahead of open source, and if you assume that each model is going to get quite a bit more expensive than the prior generation of model, then you can assume that this trend may exist for at least a couple more years.

That means two things. One is that when there’s GPT-7 or whatever, maybe open source is the equivalent of GPT-6 or GPT-5.5. And GPT-6 is probably going to be incredibly performative. It’s probably going to do all sorts of amazing things. So that leads to the question of what are the really cutting-edge things that you’ll need the most advanced models for, and that’s where I think there’ll be a big chunk of value in the industry — but I think a lot of it will also just go to the things that are a generation or two behind. And that’s where I think open source will also play a role.

So I kind of view it as a world where we’ll have a handful of very large, closed, proprietary models and an oligopoly market that’s sort of like the cloud world where we have Azure, AWS and Google Cloud as the three big players. I think the models may naturally converge there as well. But then we’ll have a bunch of open source that people will use for all sorts of things in parallel.

Again, for much more with Gil, including why he thinks more founders should consider shutting down and returning capital while they still can, you can listen to our longer conversation here.

More TechCrunch

iOS 18 will be available in the fall as a free software update.

Here are all the devices compatible with iOS 18

The tests indicate there are loopholes in TikTok’s ability to apply its parental controls and policies effectively in a situation where the teen user originally lied about their age, as…

TikTok glitch allows Shop to appear to users under 18, despite adults-only policy

Lhoopa has raised $80 million to address the lack of affordable housing in Southeast Asian markets, starting with the Philippines.

Lhoopa raises $80M to spur more affordable housing in the Philippines

Former President Donald Trump picked Ohio Senator J.D. Vance as his running mate on Monday, as he runs to reclaim the office he lost to President Joe Biden in 2020.…

Trump’s VP candidate JD Vance has long ties to Silicon Valley, and was a VC himself

Hello and welcome back to TechCrunch Space. Is it just me, or is the news cycle only accelerating this summer?!

TechCrunch Space: Space cowboys

Apple Intelligence features are not available in the developer beta, which is out now.

Without Apple Intelligence, iOS 18 beta feels like a TV show that’s waiting for the finale

Apple released the public betas for its next generation of software on the iPhone, Mac, iPad and Apple Watch on Monday. You can now test out iOS 18 and many…

Apple’s public betas for iOS 18 are here to test out

One major dissenter threatens to upend Fisker’s apparent best chance at offloading its unsold EVs, a deal that would keep the startup’s bankruptcy proceeding alive and pave the way for…

Fisker has one major objector to its Ocean SUV fire sale

Payments giant Stripe has delayed going public for so long that its major investor Sequoia Capital is getting creative to offer returns to its limited partners. The venture firm emailed…

Major Stripe investor Sequoia confirms $70B valuation, offers its investors a payday

Alphabet, Google’s parent company, is in advanced talks to acquire Wiz for $23 billion, a person close to the company told TechCrunch. The deal discussions were previously reported by The…

Google’s Kurian approached Wiz, $23B deal could take a week to land, source says

Name That Bird determines individual members of a species by identifying distinguishing characteristics that most humans would be hard-pressed to spot.

Bird Buddy’s new AI feature lets people name and identify individual birds

YouTube Music is introducing two new ways to boost song discovery on its platform. YouTube announced on Monday that it’s experimenting with an AI-generated conversational radio feature, and rolling out…

YouTube Music is testing an AI-generated radio feature and adding a song recognition tool

Tesla had internally planned to build the dedicated robotaxi and the $25,000 car, often referred to as the Model 2, on the same platform.

Elon Musk confirms Tesla ‘robotaxi’ event delayed due to design change

What this means for the space industry is that theory has become reality: The possibility of designing a habitation within a lunar tunnel is a reasonable proposition.

Moon cave! Discovery could redirect lunar colony and startup plays

Get ready for a prime week of savings at TechCrunch Disrupt 2024 with the launch of Disrupt Deal Days! From now to July 19 at 11:59 p.m. PT, we’re going…

Disrupt Deal Days are here: Prime savings for TechCrunch Disrupt 2024!

Deezer is the latest music streaming app to introduce an AI playlist feature. The company announced on Monday that a select number of paid users will be able to create…

Deezer chases Spotify and Amazon Music with its own AI playlist generator

Real-time payments are becoming commonplace for individuals and businesses, but not yet for cross-border transactions. That’s what Caliza is hoping to change, starting with Latin America. Founded in 2021 by…

Caliza lands $8.5 million to bring real-time money transfers to Latin America using USDC

Adaptive is a platform that provides tools designed to simplify payments and accounting for general construction contractors.

Adaptive builds automation tools to speed up construction payments

When VanMoof declared bankruptcy last year, it left around 5,000 customers who had preordered e-bikes in the lurch. Now VanMoof is up and running under new management, and the company’s…

How VanMoof’s new owners plan to win over its old customers

Mitti Labs aims to transform rice farming in India and other South Asian markets by reducing methane emissions by 50% and water consumption by 30%.

Mitti Labs aims to make rice farming less harmful to the climate, starting in India

This is a guide on how to check whether someone compromised your online accounts.

How to tell if your online accounts have been hacked

There is a general consensus today that generative AI is going to transform business in a profound way, and companies and individuals who don’t get on board will be quickly…

The AI financial results paradox

Google’s parent company Alphabet might be on the verge of making its biggest acquisition ever. The Wall Street Journal reports that Alphabet is in advanced talks to acquire Wiz for…

Google reportedly in talks to acquire cloud security company Wiz for $23B

Featured Article

Hank Green reckons with the power — and the powerlessness — of the creator

Hank Green has had a while to think about how social media has changed us. He started making YouTube videos in 2007 with his brother, novelist John Green, at a time when the first iPhone was in development, Myspace was still relevant and Instagram didn’t exist. Seventeen years later, posting…

Hank Green reckons with the power — and the powerlessness — of the creator

Here is a timeline of Synapse’s troubles and the ongoing impact it is having on banking consumers. 

Synapse’s collapse has frozen nearly $160M from fintech users — here’s how it happened

Featured Article

Helixx wants to bring fast-food economics and Netflix pricing to EVs

When Helixx co-founder and CEO Steve Pegg looks at Daisy — the startup’s 3D-printed prototype delivery van — he sees a second chance. And he’s pulling inspiration from McDonald’s to get there.  The prototype, which made its global debut this week at the Goodwood Festival of Speed, is an interesting proof…

Helixx wants to bring fast-food economics and Netflix pricing to EVs

Featured Article

India clings to cheap feature phones as brands struggle to tap new smartphone buyers

India is struggling to get new smartphone buyers, as millions of Indians don’t go for an upgrade and continue to be on feature phones.

India clings to cheap feature phones as brands struggle to tap new smartphone buyers

Roboticists at The Faboratory at Yale University have developed a way for soft robots to replicate some of the more unsettling things that animals and insects can accomplish — say,…

Meet the soft robots that can amputate limbs and fuse with other robots

Featured Article

If you’re an AT&T customer, your data has likely been stolen

This week, AT&T confirmed it will begin notifying around 110 million AT&T customers about a data breach that allowed cybercriminals to steal the phone records of “nearly all” of its customers. The stolen data contains phone numbers and AT&T records of calls and text messages during a six-month period in…

If you’re an AT&T customer, your data has likely been stolen

In the first half of 2024 alone, more than $35.5 billion was invested into AI startups globally.

Here’s the full list of 28 US AI startups that have raised $100M or more in 2024