Type a topic. Get a bespoke AI expert who investigates it with you,
remembers what you care about, and grows sharper with every
conversation.
See an expert at work.
Every expert has a point of view — and a memory. Here's the kind of
conversation you can expect.
The Vigneron — Portuguese wine regions
Question: Why does Douro red taste so different
from Dão?
Expert: Schist versus granite — that's the heart
of it. Douro's baked schist terraces concentrate power and dark
fruit; Dão's cooler granite plateaus give you florals and finesse.
Last time you preferred elegance over weight — start with Dão.
The Architect — Transformer models
Question: Is attention really all you need?
Expert: It was a provocation as much as a title.
Attention solved long-range dependency, but the real workhorses
are the residual stream and normalization. Since you're building
intuition bottom-up, let's trace one token's path through a block.
The Whaler's Historian — 19th-century whaling
Question: How dangerous was a Nantucket voyage,
really?
Expert: Statistically? Roughly one in three ships
suffered serious loss over a career. But the greater killer was
tedium — three years at sea for months of action. That contrast is
exactly the tension Melville mined, which I know is where your
interest lives.
Create your first expert