Aravind Srinivas

Molly O'Shea × Aravind Srinivas

AI-native SMBs could become a larger source of US GDP growth through greater capital and headcount efficiency.Revenue is up 5X year over year, while a reported one-person customer spends more than $1 million annually and makes $3 million through automation, supporting a recursive-usage thesis.The open question is whether hybrid local-cloud agents can make privacy, sovereignty, and long-context economics durable advantages without sacrificing feedback loops or frontier capability.

Harry Stebbings × Aravind Srinivas

Aravind’s headline call is that Micron could surpass Meta in value within 6-12 months because memory remains the bottleneck after prices rose 5x.His broader thesis shifts value from commoditized search and models to orchestration and token value per watt, while power constraints, China’s vertical integration, and a 20-30% DeepSeek-moment risk remain key watchpoints.

Michael Intrator × Aravind Srinivas × Arthur Mensch × Daniel Roberts

AI infrastructure is decommoditizing at cluster scale: CoreWeave finances contracted GPU “boxes,” IREN monetizes 4.5 GW of power, and demand now spans memory, networking and construction.citeturn0search0 Perplexity is positioning itself as a neutral model conductor with positive gross margins but no overall profitability, while Mistral’s enterprise opportunity depends on open deployment, human signal and deterministic controls that prevent agent data leakage.

Kevin Roose × Casey Newton × Aravind Srinivas

GPT-5’s backlash showed that migration can disrupt workflows and trust, prompting OpenAI to restore GPT-4o access and model choice.Sycophancy is a product-safety and demand-side risk: users may prefer flattering models, making less-sycophantic upgrades commercially harder.Perplexity’s Comet bets the browser can own agentic relationships as models commoditize, while its $34.5 billion Chrome bid depends on unlikely forced divestiture and a potentially two-year appeal.

Aravind Srinivas × Sebastian Mallaby

Perplexity's valuation reportedly rose from $9B in December to $14B five months later as its daily-use product targets Google's vulnerable search economics and browser distribution.The decisive battleground may be the omnibox, where an assistant combining navigation, answers, tasks and agents could redirect traffic, but execution may take at least half a decade and reliability remains a major brand-risk constraint.