Discovery
Social posts and aggregators surface leads. Repetition can reveal attention, but does not establish correctness.
INSIDE THE RADAR / 03
Follow the evidence.
Widen the view.
A new coding skill, an enterprise platform release, and an evaluation breakthrough rarely appear in the same places. Each quadrant has its own discovery strategy.
QUADRANT SOURCE MAP
Loading the source guide…
QUALITY AND INDEPENDENCE
A useful source has a role.
Primary evidence
Official documentation, source code, release notes, and model cards explain what a creator actually provides or claims.
Independent evidence
Reproductions, technical investigations, and detailed implementation reports test what happens outside a creator’s own examples.
Source quality is judged from retained content samples. Traceability, technical depth, reproducibility, limitations, and disclosure are scored separately. A source’s role is recorded alongside these dimensions, rather than treating a polished vendor page as independent validation.