Tennis for Two (1958) ↗
Death Stranding: Director's Cut

AI for Game
Development

Arturo Nereu

AI

|

VIDEO GAMES

VIDEO GAMES

SOFTWARE

DATA TRANSFORMATION

AI

PROMPT

Generate a concept art reference of a 3D shooter
that takes place in Colombia, right before the independence.
It is a 3D game like RDR2.
The twist is that the weapon is a futuristic pistol
that freezes enemies.

PROMPT

Generate a concept art reference of a 3D shooter
that takes place in Colombia, right before the independence.
It is a 3D game like RDR2.
The twist is that the weapon is a futuristic pistol
that freezes enemies.

Don't render text, just an image of the main character,
I want it to be colorful, realistic, and that shows
how the gameplay would be.

Overlay a sample UI, focusing on how the pistol would show
when is empty, and to also show 3 empty slots for other modes,
fire mode, water mode, and air mode.

PROMPT

Using the last image as a reference. I want to explore
how it would look like it was rendered less realistic,
more stylized. Using a toon shader on characters
with less accurate proportions. Also, less detail in the world.

The UI is also now adjusted to the new visual style.

huggingface.co/models ↗

DIFFUSION

PROMPT

Make a Colombian
flag.

STEP 0 — NOISE

PROMPT

Make a Colombian
flag.

STEP N — DENOISING

PROMPT

Make a Colombian
flag.

FINAL RESULT

LLMs

Claude Code by Anthropic
claude — bash
Agent 01 — Gameplay
Agent 02 — Bug Fix
Agent 03 — Tests
Agent 04 — Level Data

LLMs

PROMPT

Add a jump mechanic
to the player.

TOKENS

Add a jump mechanic to the player.
9 TOKENS

PROMPT

Add a jump mechanic
to the player.

OUTPUT — one token at a time

rb.AddForce(
Vector2.up·*·jumpForce);
15 TOKENS

WHY CODE WORKS

It learned to write code
by reading billions
of lines of it.

GitHub  ·  Stack Overflow  ·  Documentation

ISN'T THIS
CHEATING?

Tennis for Two

Super Mario Bros

Mortal Kombat

Doom

Is this illegal?

For the past few months,
I've been reimagining
how to make games.

Let me show you.

Our stories are not
in the training data.

Go make games
that haven't been made.

Gracias.