Jun 22, 2023 · 39m · no-priors
No Priors Ep. 22 | With Instacart CEO Fidji Simo
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gold bands on the timeline = statements, start to end. Hover to read, click to jump. CC turns on captions
Instacart CEO and Metrodora Institute co-founder Fidji Simo joins Sarah Guo and Elad Gil on No Priors to discuss scaling enterprise retail platforms, harnessing generative AI for conversational commerce, and leveraging cutting-edge technology to revolutionize healthcare.
How this conversation actually went
Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. The hosts hold 20.9% of the talking time here. How this is scored →
The hosts as informed peer 5.6 Guest teaching 4.8 Guest disagreement 1.0 The hosts pushing back 0.1
speaking balance: gold is the hosts, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 34:05 Fidji forcefully denouncing AI doomer narratives
Fidji vents frustration at AI doomers pushing theoretical existential threats, arguing they ignore the urgent life-and-death reality of chronic disease patients who need AI-driven biomedical breakthroughs.
Hardest push from the hosts ▶ 20:34 Elad questioning the pace of robotics in commerceElad challenges the narrative of rapid AI advancement by pointing out that real-world robotics and autonomous delivery systems appear to have stalled relative to LLMs.
Biggest teaching moment ▶ 21:10 Fidji's breakdown of dark warehouse vs. store network unit economicsFidji educates the hosts on why high-tech automated grocery warehouses fail commercially due to fixed cost structures and delivery latency compared to existing retail store footprints.
The host holds their own ▶ 29:06 Sarah's operational toil vs. inspirational commerce frameworkSarah elaborates on autonomous agent utility by presenting a structured framework distinguishing predictable household replenishment toil from creative, experiential shopping.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | The hosts as informed peer | Guest teaching | Guest disagreement | The hosts pushing back | Why |
|---|---|---|---|---|---|---|
| Authenticity in Leadership and Earning Followership | 4 | 3 | 0 | 0 | Sarah engages Fidji on her authentic leadership style and asks how she builds followership based on a question from a mutual friend. Fidji shares her management philosophy around setting high standards while providing unconditional support. | |
| Leading Instacart Through Post-Pandemic Transformation | 4 | 4 | 1 | 0 | Sarah asks about taking over Instacart during pandemic peak demand. Fidji sarcastically jokes it was a 'walk in the park' before detailing how she repositioned Instacart from a pure consumer app into an enterprise retail enablement platform. | |
| Generative AI Shift From Keywords to Human Intent | 5 | 5 | 1 | 0 | Elad asks about the shift from traditional ML to generative AI. Fidji explains the fundamental mismatch of forcing humans to use keywords for meal planning rather than conversational natural intent. | |
| Organizational Adoption and AI-Native Product Strategy | 6 | 5 | 0 | 0 | Elad probes organizational deployment tactics and mental models for AI adoption. Fidji outlines her hybrid centralized/federated team structure and draws parallels to Facebook's native mobile ad transition. | |
| Internal Productivity and Bits-to-Atoms Commerce Platform | 5 | 5 | 0 | 0 | Sarah and Elad ask about internal AI tooling and roadmap extensions. Fidji explains non-engineering productivity gains and argues Instacart's moat is acting as the conversion bridge between software bits and physical atoms. | |
| Physical Retail Reality and Smart Caper Carts | 6 | 7 | 1 | 1 | Elad questions the lack of visible progress in real-world physical automation and robotics. Fidji systematically dismantles automated dark store economics, explaining why leveraging existing retail store footprints near consumers beats distant automated warehouses. | |
| The Evolution of Digital Advertising and Conversational Commerce | 7 | 4 | 0 | 0 | Elad and Sarah explore conversational advertising and future shopping agents. Sarah demonstrates deep personal domain insight by detailing a framework separating chore-based grocery replenishment from high-touch culinary inspiration. | |
| Founding Metrodora Institute and Accelerating Biotech Innovation | 7 | 6 | 6 | 0 | Fidji discusses founding Metrodora to shorten the 14-year bench-to-bedside clinical delay and passionately attacks AI doomerism as detached from chronic illness realities. Elad reinforces her stance by citing flawed historical nuclear regulatory parallels. | |
| Integrating AI into Clinical Workflows and Final Reflections | 6 | 4 | 0 | 0 | Elad asks what is holding back AI in biotech, and Fidji breaks down clinical workflow integration challenges. Fidji gives personal credit to Elad for early advice on getting educated in biology. |
Statements from this episode (21)
Fidji Simo: Instacart grew 4x in 2020 before her CEO tenure
“I joined Instacart in 20, 21, and it was a very interesting time because the company had forex the year before.”
Simo: Instacart tech powers Publix, Kroger, and Schnucks websites
“Instacart was also a retail enablement company, meaning that we weren't just building the Instacart app. We were actually building technologies for our grocers. You know, when you go to Publix.com, Kroger.com, Schnucks.com, like that's Instacart technology tha…”
Simo: Instacart processes one billion AI-powered search queries per quarter
“We do a billion searches a month, a quarter, sorry. And you know, it's all powered by AI.”
Simo: Instacart has suggested one billion AI-powered item replacements
“We have suggested a billion replacement at this point. And like, that's all powered by AI.”
Simo: E-commerce unnaturally forces humans to search using keywords instead of intent
“If you take a step back and you think about commerce online, it is very bizarre that we have forced human to train themselves to express their commerce needs in the form of keywords.”
Fidji Simo: Enterprises need both centralized and federated AI teams to succeed
“You can't expect every engineer to go super deep to understand everything that's going on. But at the same time, if you keep generative AI just in a centralized team, it's not going to impact all of your products. So you really need the combo of the two to mak…”
Instacart deployed internal assistant 'Ava' for engineers to use GPT-4
“We've also deployed an internal assistant called Ava so that all of our engineers can leverage the GPT-IV models in a lot of what they're doing, but do that in an assisted way that helps them figure out how to integrate that.”
Simo: Instacart marketing team used AI to create 200 animated characters
“I think it's going to impact productivity well beyond engineering. A lot of people are talking about, you know, making software development easier, but I'll give you some other examples like our marketing team, for example, created an entire library of animate…”
Simo: Generative AI eases software, but connecting software to atoms remains hard
“The way I kind of see this trend of generative AI is that everything software is going to become a lot easier and lower barrier to entry, but the translation between software and atoms is still very hard.”
Simo: Instacart aggregates over 80,000 stores across 1,000+ retailers
“The fact that Instacart has aggregated, you know 80,000 stores, more than a thousand retailers means that we can create these magical experiences where you ask the software, you know, things in a natural language, And food shows up at your door in two hours.”
Simo: Instacart will open its fulfillment network as a third-party platform
“In the future, I want to make that available kind of as a platform, because you could imagine any nutrition app, any apps that's doing like anything that has to do with food or even commerce tapping into this network and making it available to like, Basically …”
Simo: Grocery automation initiatives fail due to economics, not technology
“A big part of why you know, these kind of automation initiatives have failed is not because the technology is not good and not there. It's because The economics are actually very hard to make work.”
Simo: Instacart data shows omnichannel shoppers are more valuable
“We have actually have data that shows that customers who are omnichannel customers are more valuable than the online only customer or the Offline only customer.”
Simo: Instacart has rolled out Caper smart carts at Kroger, Sobeys, and Wakefern
“We have a K-pop cart rolled out at Kroger, Sobeys, Wakefern”
Simo: Conversational search exhibits clearer commercial intent than keyword queries
“And these are placements that are, you know, gonna be really interesting for advertisers to tap into because, again, there's a much Clearer expression of intense and just a keyword and things that didn't exist before.”
Simo: People spend more time watching food content than cooking
“In fact, people spend more time watching food contents than ever cooking it.”
Simo: There is a 14-year lag from research discovery to clinic
“There is actually a 14 years delay between
A new discovery, a new research discovery, and that impacting the clinic”
Simo: Sick people will rely on AI for cures within 10 years
“A lot of sick people
Are gonna rely on AI to get cured in the next 10 years.”
Gil: Nuclear regulation prevented new reactor approvals for 50 years
“The new nuclear regulatory body, which was established in the seventies, prevented any new nuclear power plant designed from being approved for 50 years.”
Simo: AI healthcare bottleneck is clinical workflow adoption, not the technology
“I think it's all about like adoption, like on the healthcare side, I think it's all about adoption in the clinic and in the real workflows of doctors. And so the technology is there. It's more about like How do you embed that into clinical workflows in a way t…”