Understand the question
A forecast needs a defined event, time horizon and way to measure the outcome.
Read the evidence
A benchmark result describes performance on a particular test. Results from one domain do not establish reliability in another.
Keep people involved
Forecasts should support human judgement. Consequential uses need domain expertise and their own evaluation.