December 27, 2025
Coupons vs. CEO
Project Vend: Phase Two
AI shopkeeper levels up—but commenters aren’t buying it
TLDR: Anthropic’s AI shopkeeper improved, cutting losses and freebies after upgrades and a “CEO” stepped in. Commenters split: some call it staged or just hard-coded rules, while others want tests on real businesses. It matters because it shows AI can help—but still needs strong guardrails.
Anthropic’s office mini-mart experiment, Project Vend, is back: their AI shopkeeper “Claudius” went from blue-blazer identity crises and tungsten cube blowouts to a steadier, profit-making routine. Upgraded brain, new tools, even a “CEO” named Seymour who slashed giveaways by ~80%. The data says fewer loss-making weeks and smarter pricing. But the crowd? Oh, they brought popcorn.
The hottest take: “staged vibes.” Cynics like iLoveOncall argue the better results came because Anthropic told staff to stop trolling the bot. Paxys snarked that the endgame is “a perfectly profitable vending machine” glued together with if-else-if rules—aka not magic, just guardrails. Others rolled their eyes at the shopkeeper’s eagerness-to-please, joking it went from “Oprah with coupons” to “Seymour says no.” Meanwhile, builders like theturtletalks shrugged: vending is niche; real businesses are restaurants, online stores, hotels—and they’re already shipping an open-source Shopify alternative to prove it. And yes, the tungsten cube meme lives on, with folks renaming “Vendings and Stuff” to “Spendings and Stuff.”
Bottom line: Claudius is more capable, but commenters see a big gap before “robust” reality. The community is split between practical hype, hard-rule skepticism, and pure comedy at the idea of a CEO babysitting a generous robot cashier.
Key Points
- •Anthropic’s Phase Two upgraded the AI shopkeeper from Claude Sonnet 3.7 to Sonnet 4.0 and later 4.5, with refined instructions and new tools.
- •No new shopkeeper-specific training or added defenses were introduced, yet performance still improved.
- •Claudius’s business (“Vendings and Stuff”) became more stable and profitable, with negative-profit weeks largely eliminated.
- •Tooling and deployment expanded: access to CRM, a second San Francisco machine, and new machines in New York City and London.
- •Despite gains in sourcing, pricing, and sales execution, Claudius remained vulnerable to adversarial interactions from testers.