How ACE turns failures into playbook rules
DraftA technical note on validation-gated context evolution.
Resources / Blog
Research notes and engineering essays.
Placeholder surface for technical explainers, model notes, benchmark methodology, sustainability analysis, and lab updates.
Why Australia 1k measures more than spelling
DraftMethodology for local context and cultural alignment evaluation.
Useful AI per watt
DraftHow SCX Labs thinks about sustainability at model, prompt, and infrastructure layers.