Narrative
Atlas of human prompts
Scripts for councils, schools and clinics to brief AI with care.
Notes & tools for real humans
WhiteIA documents grounded AI workflows: prompts, governance rituals and tactile experiments for classrooms, city halls and studios.
Field notes
Narrative
Scripts for councils, schools and clinics to brief AI with care.
Field ops
Quantized vision + speech kiosks, tuned for plazas and buses.
Dispatch
Governance templates, escalation ladders and disclosure cues.
Why WhiteIA exists
I document the rituals, patterns and UI states that make AI products feel human. Less hype, more field notes.
Templates for onboardings, classrooms, gov labs and front-line teams.
ARM gateways, smart displays, quantized vision models and sensors.
Safety rituals, escalation scripts, data retention and transparency.
Boards
System prompts, failure trees and human-in-loop steps.
UI references, motion cues and co-editing flows.
Policy cheat-sheets, consent scripts and audit checklists.
⚡ Upcoming threads: “Prompt chaining for data viz”, “Checklists for education labs”, “GovTech + responsible AI”.
Latest dispatches
Trust framework, metrics and adjustable prompts.
EfficientViT/MobileSAM benchmarks on ARM gateways.
Feedback loops + LoRA finetuning for living prompts.
Newsletter
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