INDEPENDENT GUIDE / CONVERSATIONAL SYSTEMSRESEARCH EDITION · 0028

Beyond
the chat box.

The ideas, interfaces, and engineering behind useful AI conversations. A field guide to what works, what breaks, and what comes next.

76 practical guides12 source case filesBuilt on evidence.
Designed for people.
Jin behind the ramen counter in NVIDIA and Convai’s Kairos character demoCONVERSATION, EMBODIED
Kairos / NVIDIA + ConvaiOfficial demo still · 2023
MetaHuman Creator in Unreal Engine showing a digital character’s face with hair presets and animation controlsBehind the character

Original source imagery · local review, not cleared for publication

LESS HYPE. MORE HOW.

Conversation design Knowledge & actions Human judgment Embodied systems

Follow the evidence ↗

02 / Inside the interface

Open the
black box.

Real source captures. Different layers of the same problem. Select a view and look at what the interface makes visible.

FIELD CAPTURE / Ubisoft2024-03-19

Official prototype screenshot · Original source ↗ · source credited

What to notice

Read the scene, not just the sentence.

The mission map, character, and dialogue share a screen. Notice how much context exists outside the chat transcript.

Narrative constraints → dialogue → world state
Read the full case ↗Source material, not our product test.
Public reuse requires owner review.

03 / Explore the connected field

No interface
is an island.

Good conversation connects design, knowledge, operations, and human judgment. Rotate the sphere. Pick a discipline. Follow the connection.

06

Connected disciplines.
One accountable system.

Enter the interactive lab ↗This is a conceptual map, not geographic data.

Conversation universe · conceptual map

A conceptual sphere showing the six Chatbot Field Guide categories.

Drag to rotate · Arrow keys to explore

01 / Foundations

Start with the job, the boundary, and the state the person can inspect.

Explore Foundations guides

NEW / FIELDWORK EDITION

The details
that make it work.

20 deeper guides for the difficult middle: correcting a spoken identifier, sharing an avatar, testing a non-answer, and tracing the wait between turns.

Choose your next five reads ↗
INTERACTIVE / VOICE LATENCYWhere does
the pause go?

Change six stage budgets. Inspect the first-audio critical path.

Illustrative model—not a live benchmark ↗

04 / Your next three reads

Start with
the job.

You don’t need to read everything. Pick the work in front of you and follow a connected route through the guide.

Turn a promising demo into a dependable system.

Choose a discipline

A field guide.
Not a feed.

Six connected desks. Curated starting points, concrete review artifacts, and deeper routes for the work behind a useful conversation.

20

implementation
and operations guides

RESOURCE EDITION / SEPTEMBER 2026

The service behind the demo

Prepare for the
turn that goes wrong.

What happens when a retry arrives twice, evidence belongs to another customer, a voice connection drops, or an action needs a human to recover it? The resource collection follows those boundaries into the details.

Explore the resource collection ↗Inspect its coverage and limits ↗

Read → inspect → apply

Bring your
assumptions.

Explore the human workload left after automation, or collect the evidence a release review should demand. Local tools, transparent rules, no account.

01 / SCENARIO EXPLORER

What work is left?

Change completion, repeat contacts and handling time. See the arithmetic—not a staffing prediction.

02 / REVIEW WORKSHEET

What evidence is missing?

Check eight release-review artifacts and identify the next useful guide.

05 / From the visual archive

The moments
that made the interface.

All 12 case files ↗

Retrospective research, not backdated publishing. Original sources and image credits remain attached to every case.

Understand it by using it

Pull a thread.
See what changes.

Step through a conversation, trace the system, or explore how much presence your interface really needs.

Open the conversation lab ↗

Find your next good decision.

Start typing to explore the guides.

76 sourced guides · Escape to close