FuturePath AI
SP
Evidence desk · Sydney

The week in work,
without the guesswork.

Verified labour-market developments, translated into clear career context. Every number has a source. Every outlook carries uncertainty.

Historical test snapshotVerified historical snapshot for software testing—not automatically current. Production connectors must retrieve and reverify the latest source release.

Your intelligence feed

Prioritised for your saved careers, skills and location—plus wider trends that keep the picture balanced.

Verified figure · projection
4.9%Projected global unemployment rate for 2026 · ILO projection
Official projectionGlobalHigh-confidence source

Global labour outlook points to a steady, uneven year

An official projection suggests broad stability, while differences between regions and age groups remain important. This fixture demonstrates how projections are separated from actual outcomes.

Why this matters for careers
A stable headline can hide very different conditions by country and occupation. Use local evidence before changing a study or career plan.
Official baselineAustralia

Care work remains a structural workforce theme

Official projection systems continue to treat population ageing and care demand as long-horizon drivers. Local qualification and registration requirements still determine entry pathways.

moderate confidence
Emerging signalAustralia

Energy transition is reshaping technical skill needs

Policy and investment activity can create demand signals for engineering, electrical and project skills, but announcements are not counted as jobs created.

moderate confidence
Institutional researchMulti-country

AI evidence is stronger for task change than job replacement

Research signals increasingly focus on how work is reorganised. Exposure does not by itself establish job loss, and occupation-level effects vary by tasks and adoption.

moderate confidence

Trust is part of the product

Career intelligence should make its evidence—and its limits—easy to inspect.

From source
to signal.

No unsupported number can pass the publication gate. Corrections remain visible, revisions preserve history, and emerging news does not silently rewrite an official forecast.

01

Source first

Only allowlisted official or original institutional evidence enters automated processing.

02

Claim by claim

Figures keep their units, periods, geography, classification and exact source locator.

03

Human review

High-impact, conflicting or low-confidence claims pause for editorial approval.