Liuma Lab
Methods, progress, and real boundaries.
Liuma Lab is the source for everything we publish. Social media, service platforms, and partners may carry excerpts, while the full context, revisions, and capability boundaries remain here.
VIEWPOINT · RESEARCH · 2026.07
The digital employee divide: Can an agent really use a computer—and get the job done?
Most agents can generate a report, a deck, code, or instructions. Far fewer can operate the real software where work happens. General-purpose computer use is the missing bridge from intermediate output to end-to-end outcomes—but it is only the first gate.
12 min readRead the source ↗
METHOD NOTE · 2026.07
Digital productivity should not begin with a tool list
The real question is not which model to choose, which computer to buy, or which coordination product to install. It is how real work can be received, completed, reviewed, and improved reliably.
7 min readRead the source ↗