thesisPrototype

Government data

US business and financial operations employment, August 2026

What will the U.S. Bureau of Labor Statistics first report in CPS Employment Situation Table A-19 for employed people in Business and financial operations occupations, total age 16 years and over, not seasonally adjusted, for August 2026, in millions?

Overdue · was due Sep 11, 2026

The resolver deferred this target to a later run, for a reason this page does not yet classify.

resolver: A-19 CAPTURE READ FAILED (deferring). https //web.archive.org/web/20260904170006/https //www.bls.gov/web/empsit/cpseea19.htm could not be read (URLError urlopen error timed out ), and an unread earlier capture cannot be skipped

UNCLASSIFIED · resolver status as of Oct 7, 2026

Forecast

9.8M
9.6M–10.1M
80% prediction interval
gpt-5.5Run record ↗

Cumulative probability

Chance that the outcome is at or below each value.

0%25%50%75%100%9.3M9.8M10.4MForecast value

Shaded band: 80% interval (9.6M–10.1M). Dashed line: point estimate (9.8M).

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

Analysis

§BLS CPS A-19 occupation employment forecast

The target is the BLS CPS Employment Situation Table A-19 row 'Business and financial operations occupations,' total age 16 years and over, not seasonally adjusted, for August 2026, first print, transformed from thousands to millions. The canonical Thesis target fixes slug, unit, dataPointId, source URL, and resolutionDate.

▸ Reported tool use: web.openmodel report
Open https://www.bls.gov/schedule/news_release/empsit.htm / BLS schedule result for Employment Situation
↳ BLS Employment Situation schedule result: July 2026 release Aug. 07, 2026 at 08:30 AM; August 2026 release Sep. 04, 2026 at 08:30 AM; September 2026 release Oct. 02, 2026 at 08:30 AM. This conflicts with the registered target resolutionDate 2026-09-11, so I keep 2026-09-11 as the target contract and state the discrepancy.
▸ Reported tool use: web.openmodel report
Open https://www.bls.gov/web/empsit/cpseea19.htm
↳ Current BLS Table A-19, Last Modified Date August 07, 2026: Business and financial operations occupations row has July 2025 total 10,298 thousand and July 2026 total 9,835 thousand; men 4,618 thousand and women 5,217 thousand for July 2026.
▸ Reported tool use: curl+parsermodel report
Fetch Wayback snapshots of the BLS Table A-19 page for same-row history
↳ Parsed same-row BLS Table A-19 snapshots: Feb. 11, 2026 page current value 10,291 thousand; Apr. 03, 2026 page current value 10,195 thousand; Jun. 05, 2026 page current value 10,033 thousand; Jul. 02, 2026 page current value 9,720 thousand. Values are transformed by 0.001 to 10.291, 10.195, 10.033, and 9.720 million.
▸ Reported tool use: pythonmodel report
PYTHONPATH=. python3 scripts/run_time_series_models.py --target-id bls.cps.employed_people_by_occupation.business_financial_operations.august_2026.first_print --target-period 2026-08 --history-json ... --models persistence --round-increment 0.001
↳ thesis_model_candidate_v1 persistence.last_print: trainCutoff 2026-07, pointEstimate 9.835, p10 9.567, p50 9.835, p90 9.887, interval80 lower 9.567 upper 9.887, calibrationN 4, walk_forward_1_step rows 4, meanAbsoluteError 0.1715.
▸ Reported tool use: curlmodel report
curl -L -sS https://app.thesisinstitute.org/specs.json | rg -n cps-business-financial-employment-august-2026 -C 1
↳ Slug check against fetched specs.json returned no match for cps-business-financial-employment-august-2026 (rg exit 1). Local registered target remains records/targets/2026-08-13-7f9e2805bbd169b63cf804785f639e8a770a559cb5b29578b6467da0e454c6cd.json.

Base rate / reference class: the same-row recent level history available this run is 10.291, 10.195, 10.033, 9.720, and 9.835 million. The trailing observed range is 9.720-10.291 million, and last-print persistence from July 2026 is 9.835 million. No direct August-specific official signal was fetched that clears the update test, so persistence is the prior and the forecast point. The Wayback-derived history is forecast evidence for recent first-print dispersion; the resolver remains the official BLS Table A-19 URL in the registered target.

Prior/update/interval: prior = persistence.last_print from July 2026 = 9.835 million; historical sample = same-row A-19 levels 2026-01, 2026-03, 2026-05, 2026-06, 2026-07; successive changes = -0.096, -0.162, -0.313, +0.115 million, so sigma = 0.178 million using sample standard deviation. Update components = 0.000 million because no release-specific current signal justifies moving more than one rounding unit from persistence. Interval method = realized successive-change sigma; 80% half-width = 1.28*sigma = 1.28*0.178 = 0.227 million, giving 9.835 - 0.227 = 9.608 and 9.835 + 0.227 = 10.062. This final symmetric interval intentionally uses realized same-row volatility rather than the persistence helper's narrower upper p90 output.

Counter-consideration: downside risk outside the interval would come from another occupation-cell drop like the May-to-June move plus broader household employment weakness, which would land below 9.608 million. Upside risk outside the interval would come from a reversal of the June drop plus stronger white-collar hiring or classification mix, which would land above 10.062 million.

Review disposition: accepted the reviewer suggestions to clarify that Wayback-derived history is forecast evidence rather than the resolver, and that the selected 80% interval intentionally overrides the narrower persistence-helper p90 output using realized same-row volatility.

Key drivers

  • last-print persistence from July 2026
  • same-row A-19 history drifted lower through June
  • July rebound argues against extending the June drop mechanically
  • CPS occupation-cell sampling volatility dominates short-horizon signal

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
U.S. Bureau of Labor Statistics Employment Situation, Table A-19
Resolution date
September 11, 2026· outcome not recorded
Resolution rule
Resolve to the first value published by BLS for August 2026 in CPS Employment Situation Table A-19, row 'Business and financial operations occupations,' Total age 16 years and over, not seasonally adjusted, reported in thousands and multiplied by 0.001 to millions. Use the first official print without later revisions. The official BLS Employment Situation schedule fetched this run lists August 2026 for Sep. 04, 2026, while the registered Thesis target contract sets resolutionDate to 2026-09-11; this cell preserves the registered target date and records the discrepancy.
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 · full · v2.5.9

pre-submit review · completed

Draft is publishable against the registered target contract; no blocking rubric failures found.

  • info optional_suggestion: Clarify that the Wayback-derived history is used only as forecast evidence, not as the resolver.
  • info optional_suggestion: Mention that the final symmetric interval intentionally overrides the narrower model p90 output from the persistence helper.

disposition not applicable: Review disposition: accepted the reviewer suggestions to clarify that Wayback-derived history is forecast evidence rather than the resolver, and that the selected 80% interval intentionally overrides the narrower persistence-helper p90 output using realized same-row volatility.

disposition not applicable: Review disposition: accepted the reviewer suggestions to clarify that Wayback-derived history is forecast evidence rather than the resolver, and that the selected 80% interval intentionally overrides the narrower persistence-helper p90 output using realized same-row volatility.

Activity artifacts

Complete original trace

§BLS CPS A-19 occupation employment forecast

The target is the BLS CPS Employment Situation Table A-19 row 'Business and financial operations occupations,' total age 16 years and over, not seasonally adjusted, for August 2026, first print, transformed from thousands to millions. The canonical Thesis target fixes slug, unit, dataPointId, source URL, and resolutionDate.

▸ Reported tool use: web.openmodel report
Open https://www.bls.gov/schedule/news_release/empsit.htm / BLS schedule result for Employment Situation
↳ BLS Employment Situation schedule result: July 2026 release Aug. 07, 2026 at 08:30 AM; August 2026 release Sep. 04, 2026 at 08:30 AM; September 2026 release Oct. 02, 2026 at 08:30 AM. This conflicts with the registered target resolutionDate 2026-09-11, so I keep 2026-09-11 as the target contract and state the discrepancy.
▸ Reported tool use: web.openmodel report
Open https://www.bls.gov/web/empsit/cpseea19.htm
↳ Current BLS Table A-19, Last Modified Date August 07, 2026: Business and financial operations occupations row has July 2025 total 10,298 thousand and July 2026 total 9,835 thousand; men 4,618 thousand and women 5,217 thousand for July 2026.
▸ Reported tool use: curl+parsermodel report
Fetch Wayback snapshots of the BLS Table A-19 page for same-row history
↳ Parsed same-row BLS Table A-19 snapshots: Feb. 11, 2026 page current value 10,291 thousand; Apr. 03, 2026 page current value 10,195 thousand; Jun. 05, 2026 page current value 10,033 thousand; Jul. 02, 2026 page current value 9,720 thousand. Values are transformed by 0.001 to 10.291, 10.195, 10.033, and 9.720 million.
▸ Reported tool use: pythonmodel report
PYTHONPATH=. python3 scripts/run_time_series_models.py --target-id bls.cps.employed_people_by_occupation.business_financial_operations.august_2026.first_print --target-period 2026-08 --history-json ... --models persistence --round-increment 0.001
↳ thesis_model_candidate_v1 persistence.last_print: trainCutoff 2026-07, pointEstimate 9.835, p10 9.567, p50 9.835, p90 9.887, interval80 lower 9.567 upper 9.887, calibrationN 4, walk_forward_1_step rows 4, meanAbsoluteError 0.1715.
▸ Reported tool use: curlmodel report
curl -L -sS https://app.thesisinstitute.org/specs.json | rg -n cps-business-financial-employment-august-2026 -C 1
↳ Slug check against fetched specs.json returned no match for cps-business-financial-employment-august-2026 (rg exit 1). Local registered target remains records/targets/2026-08-13-7f9e2805bbd169b63cf804785f639e8a770a559cb5b29578b6467da0e454c6cd.json.

Base rate / reference class: the same-row recent level history available this run is 10.291, 10.195, 10.033, 9.720, and 9.835 million. The trailing observed range is 9.720-10.291 million, and last-print persistence from July 2026 is 9.835 million. No direct August-specific official signal was fetched that clears the update test, so persistence is the prior and the forecast point. The Wayback-derived history is forecast evidence for recent first-print dispersion; the resolver remains the official BLS Table A-19 URL in the registered target.

Prior/update/interval: prior = persistence.last_print from July 2026 = 9.835 million; historical sample = same-row A-19 levels 2026-01, 2026-03, 2026-05, 2026-06, 2026-07; successive changes = -0.096, -0.162, -0.313, +0.115 million, so sigma = 0.178 million using sample standard deviation. Update components = 0.000 million because no release-specific current signal justifies moving more than one rounding unit from persistence. Interval method = realized successive-change sigma; 80% half-width = 1.28*sigma = 1.28*0.178 = 0.227 million, giving 9.835 - 0.227 = 9.608 and 9.835 + 0.227 = 10.062. This final symmetric interval intentionally uses realized same-row volatility rather than the persistence helper's narrower upper p90 output.

Counter-consideration: downside risk outside the interval would come from another occupation-cell drop like the May-to-June move plus broader household employment weakness, which would land below 9.608 million. Upside risk outside the interval would come from a reversal of the June drop plus stronger white-collar hiring or classification mix, which would land above 10.062 million.

Review disposition: accepted the reviewer suggestions to clarify that Wayback-derived history is forecast evidence rather than the resolver, and that the selected 80% interval intentionally overrides the narrower persistence-helper p90 output using realized same-row volatility.

calibrated forecast · 80% CI
9.8M[9.6M · 10.1M]
Target metadata

Data point: bls.cps.employed_people_by_occupation.business_financial_operations.august_2026.first_print

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