Ideas
Bullish on AI despite gradual takeoff
John Coogan says he is bullish on AI, believes the software-only singularity is real, and still believes in Kurzweil-style timelines, even though he thinks the takeoff is more gradual and not a February 2026 COVID-like overnight shock for all industries. He sees coding agents reshaping tech economics but not an immediate universal disruption.
Grok voice mode makes Tesla underrated
John says xAI's Grok voice mode integrated into Tesla is underrated: it is fast, low latency, and going mainstream. If Grok becomes an ambient assistant that can complete tasks while driving, Tesla's huge installed base gives it a real distribution advantage, though value beyond entertainment is still unproven.
Meta top AI beneficiary with AR shopping
John discusses Bill Ackman's $2B Meta stake and says Meta is seen as a top AI beneficiary in ads, content, wearables, and digital assistants. He points to AR shopping demos where an assistant can buy products as the vision, though he notes Meta's data-center JV accounting is worth monitoring.
Long Shopify on agentic commerce strength
Harley highlights Shopify's 2025 results: GMV +29% to $370B, revenue +30% to $11.5B, >14% US e-commerce share, and ~$2B cash flow. He says Shopify built AI shopping rails in 2025 via Universal Commerce Protocol with Google and agentic storefronts on ChatGPT, Gemini, and Copilot, positioning 2026 as the scale year. He argues AI rewrites interfaces but not the transaction contract; Shopify's system-of-record/back-office moat protects it from vibe coding, and enterprise migration plus app ecosystem growth expands the opportunity.
Klaviyo email rails hard to disrupt
Harley says the largest Shopify apps like Klaviyo built their own rails around email marketing, including delivery infrastructure, making them very difficult to disrupt despite AI and vibe-coding tools. A simple AI-built email sender may save money but can destroy deliverability and customer reach.
AI separates software winners from losers
John says AI will force a reclassification of software winners and losers. Companies with true moats—network effects, liquidity, scale economies, and brand—can be resilient; he cites Duolingo as resilient because it is really a game and people love the brand, while Chegg was mostly scraped data commoditized by ChatGPT and its stock is down 90%.
AI separates software winners from losers
John says AI will force a reclassification of software winners and losers. Companies with true moats—network effects, liquidity, scale economies, and brand—can be resilient; he cites Duolingo as resilient because it is really a game and people love the brand, while Chegg was mostly scraped data commoditized by ChatGPT and its stock is down 90%.
BlackRock entry signals DeFi confidence
John highlights BlackRock bringing its BUIDL token onto Uniswap and buying an undisclosed amount of UNI. He frames this as a major vote of confidence in DeFi and a notable convergence of Wall Street and crypto, even if initial access is whitelisted and limited.
Google ad surface benefits from LLMs
John cites Ben Thompson's analysis that Google's LLM revenue upside is huge and ads in AI mode are a minor part of its financials; OpenAI's entire proposed ad business is small relative to Google's many high-margin ad surfaces. Google can justify capex while others must spend to keep up without the same obvious high-margin ad benefit.
Chip companies interesting as AI proliferates
Matt says chip companies are very interesting as AI proliferates; he mentions being invested in Etched and other hard-tech/semiconductor names. His fund thesis centers on things AI needs to proliferate beyond model weights.
AI infrastructure rails are important investments
Matt believes the "rails" matter: AI needs infrastructure for models and agents to communicate and proliferate. He has invested in Agent Relay, Agent Mail, Daytona, and SF Compute, and started his fund around this thesis.
Prediction market super cycle boosts Robinhood
Vlad says access to private markets is one of the biggest inequities in financial services; Robinhood Ventures is on file with the SEC, and internationally Robinhood is pushing tokenization. Prior OpenAI and SpaceX stock token giveaways showed voracious demand, and he wants to make private-company products real and tradable for customers.
This TBPN video, published February 11, 2026,
features John Coogan, Harley Finkelstein, Matt Shumer, Vlad Tenev
discussing AI-SECTOR, TSLA, META, SHOP, KVYO, DUOL, Chegg, UNI, GOOG, SMH, AIQ, HOOD.
12 trade ideas extracted by AI with direction and confidence scoring.
Speakers:
John Coogan,
Harley Finkelstein,
Matt Shumer,
Vlad Tenev
· Tickers:
AI-SECTOR,
TSLA,
META,
SHOP,
KVYO,
DUOL,
Chegg,
UNI,
GOOG,
SMH,
AIQ,
HOOD
