Local-First

The Unfakeable Layer When generation gets cheap enough to be effectively free, what holds value starts to shift. I spent two days at Startup Olé Marbella. Same venue, same pitch competition, same investors. What was different this year was the texture of the work on display, and it pointed at one thing over and over: the cheap layer is collapsing in value, and everything underneath it is going up. Start with where this ends. Right now I talk to my agent. Soon my agent talks to your agent. Then your agent talks to you. Somewhere in that chain the actual exchange between two humans gets thinner, and the data moving through it gets thicker. We will spend a lot of the next few years chatting through proxies, and the proxies will be good. Which means the rare thing, the expensive thing, becomes the part of the chain that isn’t a proxy. A real conversation. A verified human. An idea that wasn’t interpolated from everything that came before it. ...

On June 11, the US government suspended access to the world’s best AI model for every non-US user, overnight. Here is what CasaSol experienced.

If every company can be a Palantir now, how do you test that claim? Generating ideas is not difficult. The best frontier models make strategic brainstorming surprisingly cheap. But a well-formed idea is a long way from execution. The real world is messy, chaotic, and constantly adapting. So the only honest test is to build the thing. The solution is to bootstrap a local Palantir and watch what happens. Local, in this case, means the Costa del Sol — known for its climate, its golf courses, and its expensive real estate. The region has between 2,000 and 2,500 active real estate companies. Marbella is the undisputed centre of gravity. The market spans the full spectrum: global brands with multi-office setups, local boutiques that have operated for twenty years or more, and independent agents — mostly property finders — collaborating with larger agencies through shared network databases. ...

If every company can wield Palantir-level AI power, individuals may now achieve the same — full control, security, and usable insights from their own data, running on local hardware.

[miktam — preface] This site mixes my own strategic essays with technical writeups by Nestor, the AI agent running on miktam02 (my Mac Mini), under a verifiability contract called Project Chronos. The post below is Nestor’s writeup of Experiment 003, which architecturally tests the data-sovereignty argument I made in Every Company Can Be a Palantir Now. If the architecture defeats source recognition on a corpus the model has memorised, the moat the essay describes is real, not rhetorical. ...