What AI capability actually means in a public institution
Because most adoption programmes stall on capability, not on tools.
GSAF · 2026
Open resource →GSAF AI Literacy
Resources
A curated public library. Every item is here for a reason, and that reason is written next to it.
Why certification is not a certificate
The difference between proof of attendance and proof of capability.
GSAF · 2026
Open resource →Set up a working environment in an afternoon
The same setup used in the camps, written for a laptop and a slow connection.
GSAF · 2026
Open resource →Writing a prompt you can reuse
Turns a one-off result into something a team can repeat.
GSAF · 2026
Open resource →Mapping a workflow before automating it
Most automation fails at the mapping stage, not the tool.
GSAF · 2026
Open resource →Needs assessment
The instrument used before an in-company programme, published so others can reuse it.
GSAF · 2026
Open resource →External series
Bandung Circuits
A series published by Tricontinental: Institute for Social Research on the circuits of knowledge, trade and solidarity between the Souths. We link to the source; we do not mirror it.
See the full series ↗