thesisPrototype

Government data

Australia Employment Change, July 2026

What will the Australian Bureau of Statistics first print for seasonally adjusted employed people month-over-month change in Australia be for July 2026, in thousands, in Labour Force, Australia?

Overdue · was due Aug 20, 2026

The resolver has no route for this target's reference. The target was registered with a generic source link rather than a resolver binding.

NO_ROUTE_GENERIC_URL · resolver status as of Oct 7, 2026

Forecast

24k
-27k–75k
80% prediction interval
gpt-5.5Run record ↗

Cumulative probability

Chance that the outcome is at or below each value.

0%25%50%75%100%-104k24k152kForecast value

Shaded band: 80% interval (-27k–75k). Dashed line: point estimate (24k).

Derived from the point estimate and 80% interval; the agent did not report a full distribution.

Analysis

§Australia July 2026 employment change first-print forecast

Framing and exact resolver: this is the ABS Labour Force, Australia first print for July 2026, seasonally adjusted employed people, Australia, month-over-month change in thousands. The ledger source series is LF/M3.3.1599.20.AUS.M, so anchors and the final resolver all use the same seasonally adjusted employed-persons variant rather than trend, original, hours, unemployment, or participation series.

▸ Reported tool use: official.lookupmodel report
ABS Labour Force, Australia June 2026 release page and future-release listing
↳ Fetched release timing and latest print: June 2026 was released 23/07/2026 at 11:30am AEST; the page lists Next Release 20/08/2026 for Labour Force, Australia, July 2026; seasonally adjusted employed people rose from 14,746,900 in May 2026 to 14,823,300 in June 2026, a monthly change of 76,300 or 76.3 thousand.
▸ Reported tool use: official.lookupmodel report
ABS Modernising the Labour Force Survey updated release schedule
↳ Fetched official schedule: Labour Force, Australia July 2026 release date is 20/08/2026; April 2026 was 21/05/2026, May 2026 was 25/06/2026, June 2026 was 23/07/2026, and August 2026 is scheduled for 24/09/2026.
▸ Reported tool use: official.lookupmodel report
ABS June 2026 release employment table, seasonally adjusted employed people levels
↳ Fetched recent SA employed-person levels in thousands: Mar-2026 14,741.551774, Apr-2026 14,702.952844, May-2026 14,746.946935, Jun-2026 14,823.289454; implied changes are Apr -38.6, May 44.0, and Jun 76.3 thousand.
▸ Reported tool use: official.lookupmodel report
ABS June 2026 release labour-market context and media release
↳ Fetched current context: unemployment rate was 4.4 percent in June 2026, participation rate rose 0.3 percentage points to 67.0 percent, monthly hours worked rose 5 million or 0.2 percent, full-time employment rose 29.3 thousand, and part-time employment rose 47.0 thousand.

Reference class/base rate: I used the last 24 official seasonally adjusted monthly employment changes from Jul-2024 through Jun-2026 as the base rate, because the target is a monthly change/flow series and the ABS itself cautions that short-term changes are volatile. That sample has a mean of 20.9 thousand and contains large positive and negative prints, including -74.8 thousand in Feb-2025, 104.0 thousand in Apr-2025, -38.6 thousand in Apr-2026, 44.0 thousand in May-2026, and 76.3 thousand in Jun-2026.

Prior/update/interval: persistence prior is the last-24-month official SA employment-change reference class mean of 20.9 thousand; historical sample is Jul-2024 through Jun-2026 values from ABS employed-person levels; adjustment components are +8 thousand for still-positive trend employment growth near 32.3 thousand in Jun-2026, -7 thousand for likely payback after the June waiting-to-start-job and rotation/sample effects, and +2 thousand for firm participation/labour-demand context, giving point 20.9+8-7+2 = 23.9, rounded to 24.0 thousand. Interval method uses the values themselves for this change/flow series: sigma = 39.7 thousand over the last 24 changes, so 1.28*sigma = 50.8 thousand; centered on 24.0 gives -26.8 to 74.8, rounded to an 80 percent interval of -27.0 to 75.0 thousand.

Counter-considerations: upside risk is that elevated participation and the June waiting-to-start-job comment were not just timing noise, in which case another broad hiring month would land above the interval. Downside risk is that the June surge borrowed from July or that survey-transition volatility reverses sharply, which would land below the interval. A material outside the interval print would most likely require either another rotation/sample shock or a sudden labour-demand break not visible in the June official data.

Review disposition: accepted the resolver critique by making the ABS Data API URL for LF/M3.3.1599.20.AUS.M the resolutionSourceUrl and clarifying that resolution uses the first July 2026 API observation with later revisions ignored; retained the human ABS release page only as supporting source context.

Key drivers

  • June employment spike likely partly unwinds after waiting-to-start-job effect
  • trend employment growth near 32 thousand remains positive
  • high participation and 4.4 percent unemployment imply labour demand still firm
  • survey transition and rotation-group adjustment increase month-to-month noise

Tool evidence

This run has no captured tool responses. “Reported tool use” in the analysis is the model’s account, not an archived tool response.

Sources and resolution

Official source
Australian Bureau of Statistics Data API, Labour Force LF/M3.3.1599.20.AUS.M
Resolution date
August 20, 2026· outcome not recorded
Resolution rule
Resolve to the first observed July 2026 API observation for ABS Labour Force series LF/M3.3.1599.20.AUS.M: seasonally adjusted employed persons, Australia, month-over-month change, in thousands. Use the value published in the first official ABS release/API print on 2026-08-20, rounded to one decimal thousand if the source presents one decimal; ignore later revisions.
Run details

The analysis is the model’s written report. Tool-use descriptions in that report are model claims; the activity artifacts contain the execution record.

thesis.analyst · gpt-5.5 · fast · v2.4.0

pre-submit review · completed

Draft is broadly publishable, but the resolver URL should be aligned to the canonical ABS API source binding rather than the human ABS release page.

  • warning resolver: The forecast's resolutionSourceUrl points to an ABS human release page, while the ledger contract names the canonical resolver as the ABS Data API URL for LF/M3.3.1599.20.AUS.M.
  • info optional_suggestion: In the resolver text, explicitly say the resolved value is the first observed July 2026 API observation for LF/M3.3.1599.20.AUS.M, with later revisions ignored.
  • info optional_suggestion: The compact prior/update/interval step is strong; keep it as the core audit trail.

disposition accepted: Review disposition: accepted the resolver critique by making the ABS Data API URL for LF/M3.3.1599.20.AUS.M the resolutionSourceUrl and clarifying that resolution uses the first July 2026 API observation with later revisions ignored; retained the human ABS release page only as supporting source context.

disposition not applicable: Review disposition: accepted the resolver critique by making the ABS Data API URL for LF/M3.3.1599.20.AUS.M the resolutionSourceUrl and clarifying that resolution uses the first July 2026 API observation with later revisions ignored; retained the human ABS release page only as supporting source context.

disposition not applicable: Review disposition: accepted the resolver critique by making the ABS Data API URL for LF/M3.3.1599.20.AUS.M the resolutionSourceUrl and clarifying that resolution uses the first July 2026 API observation with later revisions ignored; retained the human ABS release page only as supporting source context.

Activity artifacts

Complete original trace

§Australia July 2026 employment change first-print forecast

Framing and exact resolver: this is the ABS Labour Force, Australia first print for July 2026, seasonally adjusted employed people, Australia, month-over-month change in thousands. The ledger source series is LF/M3.3.1599.20.AUS.M, so anchors and the final resolver all use the same seasonally adjusted employed-persons variant rather than trend, original, hours, unemployment, or participation series.

▸ Reported tool use: official.lookupmodel report
ABS Labour Force, Australia June 2026 release page and future-release listing
↳ Fetched release timing and latest print: June 2026 was released 23/07/2026 at 11:30am AEST; the page lists Next Release 20/08/2026 for Labour Force, Australia, July 2026; seasonally adjusted employed people rose from 14,746,900 in May 2026 to 14,823,300 in June 2026, a monthly change of 76,300 or 76.3 thousand.
▸ Reported tool use: official.lookupmodel report
ABS Modernising the Labour Force Survey updated release schedule
↳ Fetched official schedule: Labour Force, Australia July 2026 release date is 20/08/2026; April 2026 was 21/05/2026, May 2026 was 25/06/2026, June 2026 was 23/07/2026, and August 2026 is scheduled for 24/09/2026.
▸ Reported tool use: official.lookupmodel report
ABS June 2026 release employment table, seasonally adjusted employed people levels
↳ Fetched recent SA employed-person levels in thousands: Mar-2026 14,741.551774, Apr-2026 14,702.952844, May-2026 14,746.946935, Jun-2026 14,823.289454; implied changes are Apr -38.6, May 44.0, and Jun 76.3 thousand.
▸ Reported tool use: official.lookupmodel report
ABS June 2026 release labour-market context and media release
↳ Fetched current context: unemployment rate was 4.4 percent in June 2026, participation rate rose 0.3 percentage points to 67.0 percent, monthly hours worked rose 5 million or 0.2 percent, full-time employment rose 29.3 thousand, and part-time employment rose 47.0 thousand.

Reference class/base rate: I used the last 24 official seasonally adjusted monthly employment changes from Jul-2024 through Jun-2026 as the base rate, because the target is a monthly change/flow series and the ABS itself cautions that short-term changes are volatile. That sample has a mean of 20.9 thousand and contains large positive and negative prints, including -74.8 thousand in Feb-2025, 104.0 thousand in Apr-2025, -38.6 thousand in Apr-2026, 44.0 thousand in May-2026, and 76.3 thousand in Jun-2026.

Prior/update/interval: persistence prior is the last-24-month official SA employment-change reference class mean of 20.9 thousand; historical sample is Jul-2024 through Jun-2026 values from ABS employed-person levels; adjustment components are +8 thousand for still-positive trend employment growth near 32.3 thousand in Jun-2026, -7 thousand for likely payback after the June waiting-to-start-job and rotation/sample effects, and +2 thousand for firm participation/labour-demand context, giving point 20.9+8-7+2 = 23.9, rounded to 24.0 thousand. Interval method uses the values themselves for this change/flow series: sigma = 39.7 thousand over the last 24 changes, so 1.28*sigma = 50.8 thousand; centered on 24.0 gives -26.8 to 74.8, rounded to an 80 percent interval of -27.0 to 75.0 thousand.

Counter-considerations: upside risk is that elevated participation and the June waiting-to-start-job comment were not just timing noise, in which case another broad hiring month would land above the interval. Downside risk is that the June surge borrowed from July or that survey-transition volatility reverses sharply, which would land below the interval. A material outside the interval print would most likely require either another rotation/sample shock or a sudden labour-demand break not visible in the June official data.

Review disposition: accepted the resolver critique by making the ABS Data API URL for LF/M3.3.1599.20.AUS.M the resolutionSourceUrl and clarifying that resolution uses the first July 2026 API observation with later revisions ignored; retained the human ABS release page only as supporting source context.

calibrated forecast · 80% CI
24k[-27k · 75k]
Target metadata

Data point: abs.labour.employment_change.australia.july_2026.first_print

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