AI Architecture on AIBussin — AI applications, systems and books

The Browser Stops Being Just a Client

Wed, 02 Sep 2026 12:00:00 +0100

For most of the web’s history, the browser has been the place where computation ends up, not the place where intelligence begins.

It renders documents, executes JavaScript, and stores local state. It turns user actions into requests and server responses into interfaces.

When language models first entered web applications, they fitted that architecture neatly. The page gathered a prompt, sent it to an application server, the server called a model provider, and the answer travelled back through the same chain.

Advanced Agents From First Principles 03: Does Your Agent Commit to a Bad Reasoning Path Too Early? Build a Tree of Thoughts

Sat, 08 Aug 2026 23:25:00 +0100

A reasoning agent can fail even when every individual step looks plausible.

The problem is often not that the model cannot produce a good line of reasoning.

The problem is that it commits too early.

It chooses one interpretation, one hypothesis, one plan, or one next step and then spends the rest of the run trying to make that decision work.

That gives us a common failure pattern:

problem
  ↓
first plausible thought
  ↓
second thought conditioned on the first
  ↓
third thought conditioned on both
  ↓
...
  ↓
confident answer built on an early mistake

If the first branch was wrong, every later step inherits the error.

The Eye That Sees

Fri, 17 Apr 2026 14:27:45 +0100

Using AI to Decode Symbols Without Assuming Meaning

Executive Summary: From Symbol to System

We set out to understand a single image. We ended up building a system that can understand structure itself.

We started with a constraint:

Assume we do not understand the symbol.

No prior knowledge. No accepted interpretations.

Just an image: an eye, a triangle, rays, an unfinished pyramid.

From that starting point, we:

decomposed the symbol into observable parts
grounded those parts in documented history
separated structure from speculation

That produces a defensible analysis.