Notes & tools for real humans

Write
like
a
human.
Ship
for
humans.

WhiteIA documents grounded AI workflows: prompts, governance rituals and tactile experiments for classrooms, city halls and studios.

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Field notes

Editorial dispatches

Narrative

Atlas of human prompts

Scripts for councils, schools and clinics to brief AI with care.

Field ops

Edge experiments

Quantized vision + speech kiosks, tuned for plazas and buses.

Dispatch

Care rituals

Governance templates, escalation ladders and disclosure cues.

WhiteIA dispatch

Get started – write away.

Notes, frameworks and prompts you can deploy tomorrow morning.

    Why WhiteIA exists

    One calm space for prompts, governance and tactility.

    I document the rituals, patterns and UI states that make AI products feel human. Less hype, more field notes.

    1

    Drafts & scripts

    Templates for onboardings, classrooms, gov labs and front-line teams.

    2

    Edge experiments

    ARM gateways, smart displays, quantized vision models and sensors.

    3

    Care & governance

    Safety rituals, escalation scripts, data retention and transparency.

    Boards

    Live documents you can remix.

    Agent playbooks

    System prompts, failure trees and human-in-loop steps.

    Visual stack

    UI references, motion cues and co-editing flows.

    Safety & ethics

    Policy cheat-sheets, consent scripts and audit checklists.

    Forum live

    ⚡ Upcoming threads: “Prompt chaining for data viz”, “Checklists for education labs”, “GovTech + responsible AI”.

    Latest dispatches

    New notes every sprint.

    Designing AI copilots people trust

    Trust framework, metrics and adjustable prompts.

    Read

    Edge-ready vision models

    EfficientViT/MobileSAM benchmarks on ARM gateways.

    Read

    Telemetry loops for prompts

    Feedback loops + LoRA finetuning for living prompts.

    Read

    Newsletter

    Share your email and I will send the latest experiments and boards every sprint.