Government data

US continued claims, week ending 2026-08-29

U.S. Department of Labor Employment and Training Administration Unemployment Insurance Weekly Claims: seasonally adjusted insured unemployment (continued claims, CCSA) for the week ending 2026-08-29, first print

Forecast

1.8M

Point projection

gpt-5.5Run record ↗
Observed outcome
actual
1.8M
forecast
1.8M · point projection
error
-0M · absolute 0M
cdf score
CRPS 0.013 · PIT 0.26
source
dol_eta Unemployment Insurance Weekly Claims (advance)

DOL ETA UI Weekly Claims news release, advance seasonally adjusted figure for the week ending 2026-08-29, read from FRED CCSA (advance vintage) as the cell's resolver names.

Analysis

§Forecast for CCSA week ending 2026-08-29

Framing and exact resolver: the target is ETA continued claims, also called seasonally adjusted insured unemployment, for week ending 2026-08-29, first print only. The variant used throughout is seasonally adjusted insured unemployment from series CCSA, not initial claims, not not-seasonally-adjusted insured unemployment, and not all-program continued weeks.

▸ Reported tool use: official.lookupmodel report
Checked the DOL ETA claims archive publication schedule and the FRED release calendar for the Unemployment Insurance Weekly Claims Report.
↳ The ETA archive says the UI Weekly Claims News Release is published each Thursday at 8:30 AM EST with 1 listed 2026 non-Thursday exception, Wednesday November 25, 2026; the release calendar lists Unemployment Insurance Weekly Claims Report at 7:30 AM Central on Thursday September 03, 2026 and Thursday September 10, 2026, while the registered ledger bound for this target ends on 2026-09-12.
▸ Reported tool use: official.lookupmodel report
Fetched the current DOL UI Weekly Claims PDF dated Thursday, August 20, 2026.
↳ The August 20, 2026 release reported advance seasonally adjusted insured unemployment for week ending August 8, 2026 of 1,799,000, an increase of 18,000 from the previous week's revised 1,781,000; the 4-week moving average was 1,789,000, up 2,500.
▸ Reported tool use: official.lookupmodel report
Read the official PDF's seasonally adjusted US weekly UI claims table for recent insured-unemployment history.
↳ Recent seasonally adjusted insured unemployment values in thousands were: May 30 2026 = 1,786; June 6 = 1,800; June 13 = 1,812; June 20 = 1,806; June 27 = 1,821; July 4 = 1,798; July 11 = 1,789; July 18 = 1,777; July 25 = 1,799; August 1 = 1,781; August 8 = 1,799.
▸ Reported tool use: official.lookupmodel report
Read the same DOL PDF for initial-claims inflow context.
↳ Initial claims, seasonally adjusted, were 206,000 for week ending August 15, 2026, down 6,000 from the revised August 8 level of 212,000; the 4-week moving average was 204,000, up 4,250.

Base rate/reference class: the recent official reference class from week ending 2026-05-30 through 2026-08-08 puts seasonally adjusted insured unemployment in a 1.777 million to 1.821 million band, centered near 1.795 million, with the latest 1.799 million just above the 1.789 million four-week average.

Level, momentum, one-off, and policy-mechanism effects: the level is steady near 1.8 million; the latest weekly momentum is upward after a revised-low August 1 print; low initial claims argue against a large continued-claims rise; no public release text indicates a policy mechanism or program rule change that should create a discrete break before week ending 2026-08-29.

Prior/update/interval: persistence prior starts at the latest official SA insured unemployment print, 1.799 million for week ending 2026-08-08. Historical sample is the 10 successive weekly changes from 2026-05-30 through 2026-08-08: +0.014, +0.012, -0.006, +0.015, -0.023, -0.009, -0.012, +0.022, -0.018, +0.018 million, with mean +0.0013 million and weekly sigma = 0.0166 million. For the three-week horizon to 2026-08-29, horizon sigma = sqrt(3)*0.0166 = 0.0287 million, and 1.28*sigma = 0.0367 million. Updates are +0.004 million drift from recent mean changes, -0.005 million reversion toward the 1.789 four-week average, and -0.002 million for still-low initial-claims inflow, giving point 1.796 million and interval 1.796 +/- 0.037 = [1.759, 1.833].

Counter-considerations: upside risk would come from the August 15, August 22, and August 29 claims cohorts converting into slower exits from UI, which would land above the interval if insured unemployment exceeds about 1.833 million. Downside risk would come from faster summer recalls or seasonal-adjustment normalization, which would land below the interval if the first print falls under about 1.759 million. An outside the interval result would most likely reflect a real labor-market turn or a temporary reporting/seasonal-adjustment shock.

Review disposition: accepted the resolver critique by setting the top-level resolutionDate to the ledger-contracted 2026-09-12 bound while preserving the September 10 DOL release timing as first-print evidence; retained the point forecast and interval because the critique did not identify a calibration or source-data issue.

Key drivers

  • latest seasonally adjusted insured unemployment rebounded to 1.799 million
  • recent four-week average was 1.789 million
  • initial claims for week ending 2026-08-15 were 206000, still low by recent standards
  • three-week continued-claims horizon to week ending 2026-08-29
  • recent weekly continued-claims changes imply horizon sigma near 0.029 million

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. Department of Labor Employment and Training Administration UI Weekly Claims News Release, preserved through the ALFRED CCSA advance vintage
Resolved
September 29, 2026
Resolution rule
Resolve to the first advance-vintage ALFRED CCSA value corresponding to the first official U.S. Department of Labor Employment and Training Administration seasonally adjusted insured unemployment print for the week ending 2026-08-29, expected from the September 10, 2026 Unemployment Insurance Weekly Claims release and bounded by the registered resolution date of 2026-09-12. Convert persons to millions by multiplying by 0.000001 and round to 0.001 million for display. Use the first print only and ignore later revisions or benchmark updates.

Forecast history

Select a version to read its estimate and analysis.

Forecast versions, estimates, and intervals
VersionDateEstimate80% intervalCRPS
gpt-5.5 · selectedAug 24, 20261.8MPoint projection0.013
persistence.last_printAug 24, 20261.8MPoint projection0.016
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 · v2.5.11

pre-submit review · completed

The draft is mostly coherent and well supported, but it likely violates the ledger target contract by setting a specific September 10 resolution date instead of the registered bound/window date.

  • blocking resolver: The draft sets resolutionDate to 2026-09-10, while the provided canonical ledger context gives an expectedReleaseWindow ending 2026-09-12 and instructs the cell to follow ledger fields for resolutionDate.
  • info optional_suggestion: Keep the September 10 DOL release discussion in reasoning as evidence for first-print timing, but separate it from the ledger resolutionDate field.
  • info optional_suggestion: The prior/update/interval step is strong; no replacement forecast is needed.

disposition accepted: Review disposition: accepted the resolver critique by setting the top-level resolutionDate to the ledger-contracted 2026-09-12 bound while preserving the September 10 DOL release timing as first-print evidence; retained the point forecast and interval because the critique did not identify a calibration or source-data issue.

disposition not applicable: Review disposition: accepted the resolver critique by setting the top-level resolutionDate to the ledger-contracted 2026-09-12 bound while preserving the September 10 DOL release timing as first-print evidence; retained the point forecast and interval because the critique did not identify a calibration or source-data issue.

disposition not applicable: Review disposition: accepted the resolver critique by setting the top-level resolutionDate to the ledger-contracted 2026-09-12 bound while preserving the September 10 DOL release timing as first-print evidence; retained the point forecast and interval because the critique did not identify a calibration or source-data issue.

Activity artifacts

Complete original trace

§Forecast for CCSA week ending 2026-08-29

Framing and exact resolver: the target is ETA continued claims, also called seasonally adjusted insured unemployment, for week ending 2026-08-29, first print only. The variant used throughout is seasonally adjusted insured unemployment from series CCSA, not initial claims, not not-seasonally-adjusted insured unemployment, and not all-program continued weeks.

▸ Reported tool use: official.lookupmodel report
Checked the DOL ETA claims archive publication schedule and the FRED release calendar for the Unemployment Insurance Weekly Claims Report.
↳ The ETA archive says the UI Weekly Claims News Release is published each Thursday at 8:30 AM EST with 1 listed 2026 non-Thursday exception, Wednesday November 25, 2026; the release calendar lists Unemployment Insurance Weekly Claims Report at 7:30 AM Central on Thursday September 03, 2026 and Thursday September 10, 2026, while the registered ledger bound for this target ends on 2026-09-12.
▸ Reported tool use: official.lookupmodel report
Fetched the current DOL UI Weekly Claims PDF dated Thursday, August 20, 2026.
↳ The August 20, 2026 release reported advance seasonally adjusted insured unemployment for week ending August 8, 2026 of 1,799,000, an increase of 18,000 from the previous week's revised 1,781,000; the 4-week moving average was 1,789,000, up 2,500.
▸ Reported tool use: official.lookupmodel report
Read the official PDF's seasonally adjusted US weekly UI claims table for recent insured-unemployment history.
↳ Recent seasonally adjusted insured unemployment values in thousands were: May 30 2026 = 1,786; June 6 = 1,800; June 13 = 1,812; June 20 = 1,806; June 27 = 1,821; July 4 = 1,798; July 11 = 1,789; July 18 = 1,777; July 25 = 1,799; August 1 = 1,781; August 8 = 1,799.
▸ Reported tool use: official.lookupmodel report
Read the same DOL PDF for initial-claims inflow context.
↳ Initial claims, seasonally adjusted, were 206,000 for week ending August 15, 2026, down 6,000 from the revised August 8 level of 212,000; the 4-week moving average was 204,000, up 4,250.

Base rate/reference class: the recent official reference class from week ending 2026-05-30 through 2026-08-08 puts seasonally adjusted insured unemployment in a 1.777 million to 1.821 million band, centered near 1.795 million, with the latest 1.799 million just above the 1.789 million four-week average.

Level, momentum, one-off, and policy-mechanism effects: the level is steady near 1.8 million; the latest weekly momentum is upward after a revised-low August 1 print; low initial claims argue against a large continued-claims rise; no public release text indicates a policy mechanism or program rule change that should create a discrete break before week ending 2026-08-29.

Prior/update/interval: persistence prior starts at the latest official SA insured unemployment print, 1.799 million for week ending 2026-08-08. Historical sample is the 10 successive weekly changes from 2026-05-30 through 2026-08-08: +0.014, +0.012, -0.006, +0.015, -0.023, -0.009, -0.012, +0.022, -0.018, +0.018 million, with mean +0.0013 million and weekly sigma = 0.0166 million. For the three-week horizon to 2026-08-29, horizon sigma = sqrt(3)*0.0166 = 0.0287 million, and 1.28*sigma = 0.0367 million. Updates are +0.004 million drift from recent mean changes, -0.005 million reversion toward the 1.789 four-week average, and -0.002 million for still-low initial-claims inflow, giving point 1.796 million and interval 1.796 +/- 0.037 = [1.759, 1.833].

Counter-considerations: upside risk would come from the August 15, August 22, and August 29 claims cohorts converting into slower exits from UI, which would land above the interval if insured unemployment exceeds about 1.833 million. Downside risk would come from faster summer recalls or seasonal-adjustment normalization, which would land below the interval if the first print falls under about 1.759 million. An outside the interval result would most likely reflect a real labor-market turn or a temporary reporting/seasonal-adjustment shock.

Review disposition: accepted the resolver critique by setting the top-level resolutionDate to the ledger-contracted 2026-09-12 bound while preserving the September 10 DOL release timing as first-print evidence; retained the point forecast and interval because the critique did not identify a calibration or source-data issue.

calibrated forecast · 80% CI
1.8M[1.8M · 1.8M]
Target metadata

Data point: dol.eta.continued_claims.sa.week_2026-08-29.first_print

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