CHRIS HAY

IDEAS · SYSTEMS · OBJECTS / LONDON · 2026

Chris Hay in the studio · excerpt from MCP Apps
CHRIS HAYLONDON · 2026

A house for
ideas, systems
and objects.

Building things to find out how they work.

RESEARCH · ENGINEERING · DESIGN · FILMTHE RECORD BEGINS HERE ↓
IDEA → SYSTEM → OBJECT

Chris Hay explores how intelligent systems are represented, executed, understood and experienced.

EST. IN CURIOSITY
Chris Hay seated at his desk in the studio, hands together, in blue light.

01 / THE PERSON

Chris
Hay.

A life in questions.

CHRIS HAY / FILM

Thinking
out loud.

ENTER THE CHANNEL ↗

LATEST ON YOUTUBE / 2026-09-03

Chris Hay · quantizing Qwen

I Quantized Qwen3.8-27B. “4-Bit” Doesn’t Mean What You Think

15:19
CREATED BY CHRIS HAY · YOUTUBEALL 195 FILMS ↗

02 / FILM · IBM

Mixture
of Experts.

ENTER THE COLLECTION ↗
WITH CHRIS HAY AS A PANELISTMOST VIEWED EPISODES ↗

London · a photographic interlude

ORIGINAL MEDIA TO FOLLOW
LONDON03 / BETWEEN THINGS

FFN · the original notebook page

ORIGINAL MEDIA TO FOLLOW

04 / CURRENT QUESTION · FFN

● OPEN

What if
the FFN
is a graph?

FOLLOW THE THREAD

05 / WORK · VINDEX3

The model
is the database.

01 / REPRESENTATION02 / ADDRESS03 / RELATION

One representation, with parts that can be addressed and relationships that can be inspected. Conceptual study · not a measured trace.

06 / SELECTED FILMS

Watch.

ALL FILMS

LARQL · objects of the work

ORIGINAL MEDIA TO FOLLOW

07 / WORK · LARQL

Models are
places
you can go.

Querying learned systems.

VIEW THE WORK
01 / REPRESENTATION02 / ADDRESS03 / QUERY

A query identifies an address, follows a relationship and returns a result. Conceptual study · not a measured trace.

08 / THE WORLD AROUND THE WORK

Architecture · personal photographic record

ORIGINAL MEDIA TO FOLLOW
Architecture · personal photographic record

Books · personal photographic record

ORIGINAL MEDIA TO FOLLOW
Books · personal photographic record

Journey · personal photographic record

ORIGINAL MEDIA TO FOLLOW
Journey · personal photographic record

The operator · original notebook page

ORIGINAL MEDIA TO FOLLOW

09 / NOTEBOOK

N-OPERATORTHOUGHT · OPEN

The operator knows
where the model goes.

It doesn’t know
what the model does.

A THOUGHT, BEFORE AN EXPERIMENT.

10 / THE LANGUAGE OF THE RECORD

A model can be something you return to.

LIVE HAUSE FORMS · ONE LINE OF INQUIRY

THIS SITE IS COMPOSED WITH HAUSE.

EXPLORE HAUSE.DESIGN ↗

MCP · a real tool interaction

ORIGINAL MEDIA TO FOLLOW

11 / SYSTEM · MCP

Machines
using machines.

12 / THE BOUNDARY OF WHAT WE KNOW

OPEN QUESTION / RESIDUAL GEOMETRY

Present.
But predictive?

PREDICTIVE LOCALITY IS NOT ESTABLISHED

Working note: expert co-activation observed

Untested: useful working-set prediction

An observation is the beginning of an experiment.

predictive locality is not establishedworking note: expert co-activation observed; untested: useful working-set prediction. An observation is the beginning of an experiment.

READ THE QUESTION
Chris Hay in the studio · excerpt from MCP Apps

13 / STILL CURIOUS

Chris Hay.

IDEAS · SYSTEMS · OBJECTS · LONDON