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Comments (23)

  • Nevermark
    Data.Vertical integration.Horizontal integration.Cross- and/or mass-relationship integration.Individual relationship investment/artifacts.Reputation for reliability, stability, or any other desired dimension.Constant visibility in the news (good, neutral, sometimes even bad!)A consistent attractive story or narrative around the brand.A consistent selective story or narrative around the brand. People prefer products designed for "them".On the dark side: intimidation. Ruthless competition, acquisitions, law suits, reputation for dominance, famously deep pockets.To keep someone is easier. Tiny things hold onto people: An underlying model that delivers results with less irritation/glitches/hoops. Low to no-configuration installs and operation. Windows that open, and other actions that happen, instantly. Simple attention to good design can create fierce loyalty, for those for whom design or friction downgrades feel like torture.Obviously, many more moats in the physical world.
  • light_triad
    Distribution, brand, network effects, regulatory positioning, and execution speed all create defensibility; "data helps" doesn't imply "data is everything"Also as foundation models improve, today's "hard to solve" problems become tomorrow's "easy to solve" problems
  • NiloCK
    Data has historically been a moat, but I think now more than ever it's a moat of bounded size / utility.The biggest data hoarders now compress their data into oracles whose job is to say whatever to whoever - leaking an ever-improving approximation of the data back out.DeepSeek was a big early example of adversarial distillation, but it seems inevitable to me that frontier models can and will always be siphoned off in order to produce reasonably strong fast-follow grey market competition.
  • whatever1
    Information was always the moat for everything. We literally have spies who risk their lives to try to gain access to information.
  • burntcaramel
    Don’t forget people’s minds.- Which brands do people trust? - Which people do people of power trust?You can have all the information in the world but if no one listens to you then it’s worthless.
  • dangoodmanUT
    saying they swear by the cursor composer model doesn't give me a ton of confidence
  • andy99
    What if the only moat is domains where it’s hard to judge (non superficial) quality?Code generation, you don’t see what’s wrong right away, it’s only later in project lifecycle that you pay for it. Writing looks good to skim, is embarrassingly bad once you start reading it.Some things (slides apparently) you notice right away how crappy they are.I don’t think it’s just better training data, I think LLMs apply largely the same kind of zeal to different tasks. It’s the places where coherent nonsense ends up being acceptable.I’m actually a big LLM proponent and see a bright future, but believe a critical assessment of how they work and what they do is important.
  • ralusek
    I feel like algorithmic/architectural breakthroughs are still the area that will show the most wins. The thing is that insights/breakthroughs of that sort that tend to be highly portable. As Meta showed, you can just pay people 10 million to come tell you what they're doing over there at that other place.inb4 "then why do Meta's models still suck?"
  • jongjong
    Attention is the only moat.Companies always try to make it seem like data is valuable. Attention is valuable. With attention, you get the data for free. What they monetize is attention. Data is a small part to optimize the sale of ads but attention is the important commodity.Why else are celebrities so well paid?
  • guelo
    What's annoying is that companies capture user data and then lock it into their platforms, transform it, and resell it. But it is really the user's data that they're selling back to us. I would like regulation here, you capture my data then I can pick who you must and must not share it with.