job postings count for skill 'ai literacy' is forecast at 12 in Jul 6–12, 2026, within 10-15 at 80% confidence (up from 8 in Jun 8–14, 2026).

Partially confirmed

What was claimed

The forecast

Target period: Jul 6–12, 2026
Predicted mentions: 12 job postings
Direction: ↑ Rising
Method: Linear trend fit with confidence interval
Review by: 2026-07-12
Expires: 2026-07-19

Confidence at publication

Moderate signal

What happened

Outcome

Actual mentions: 15 job postings
Off by: 3 postings
Accuracy: 82%
Direction: ✓ Called correctly
Predicted range: ✗ Actual fell outside it

Interval 10.0-14.5 missed the observed 15.0 (up) in 2026-W28; point estimate was 12.2 (up).

Observed history

ai literacy — the series behind the fit

May 4–10, 2026: 0 mentionsMay 11–17, 2026: 0 mentionsMay 18–24, 2026: 0 mentionsMay 25–31, 2026: 0 mentionsJun 1–7, 2026: 0 mentionsJun 8–14, 2026: 0 mentions

How we know

Evidence

40+

Confidence

Moderate signal

Source diversity

0 sources

Last updated

2026-07-26

Reality validation

Predicted: 12.24
Actual: 15
Accuracy: 82%
Direction: called correctly

How this forecast was made

Approach: Linear trend fitted to recent weekly counts, with a range to account for uncertainty
How far ahead: 4 weeks
Checked against reality by: 2026-07-12
Can it be edited?: No — forecasts are locked at publication and scored as-is

Track record for ai literacy

13 forecasts published, 13 scored, mean accuracy 37%.

No source documents resolve for this artefact.