Government data

US Continued Claims, July 18 Week

What will the first-print U.S. seasonally adjusted continued claims level be for the week ending July 18, 2026?

Forecast

1.8M
1.8M–1.9M
80% prediction interval
gpt-5.6-solRun record ↗

Cumulative probability

Chance that the outcome is at or below each value.

0%25%50%75%100%1.8M1.8M1.9MForecast value

Shaded band: 80% interval (1.8M–1.9M). Dashed line: point estimate (1.8M).

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

Observed outcomeoutside 80% interval
actual
1.8M
forecast
1.8M with 80% interval [1.8M, 1.9M]
error
-0M · absolute 0M
cdf score
CRPS 0.032 · PIT 0.064
source
dol_eta Unemployment Insurance Weekly Claims (advance)

DOL ETA UI Weekly Claims news release, advance seasonally adjusted figure for the week ending 2026-07-18, read from FRED CCSA (advance vintage) as the cell's resolver names.

Analysis

§Continued claims for the week ending July 18, 2026

The target is ETA series CCSA: advance first-print U.S. insured unemployment, seasonally adjusted, for the week ending July 18—not the NSA level, four-week average, or a later revised vintage. Resolution uses the July 30 release, reports millions, and preserves the first print through the ledger-bound ALFRED advance vintage.

▸ Reported tool use: official.lookupmodel report
Checked the Department of Labor's official release-timing announcement and the target's calendar window.
↳ DOL states that Weekly Claims is released each Thursday at 8:30 a.m. ET; the scheduled release for the week ending 2026-07-18 is 2026-07-30, within the registered 2026-07-28 to 2026-08-01 window.
▸ Reported tool use: official.lookupmodel report
Read DOL Weekly Claims releases for the recent seasonally adjusted insured-unemployment reference class.
↳ Fetched first-print SA insured unemployment of 1,795,000 for 2026-05-30, 1,810,000 for 2026-06-06, and 1,821,000 for 2026-06-13; DOL also reported the insured unemployment rate at 1.2%.
▸ Reported tool use: official.lookupmodel report
Checked the July 2 DOL release and ALFRED CCSA advance-vintage history for the latest weeks.
↳ Fetched first-print SA insured unemployment of 1,814,000 for 2026-06-20 and 1,814,000 for 2026-06-27; recent SA initial claims were near 215,000.

Base rate/reference class: persistence dominates this weekly level series. The five first prints from May 30 through June 27 averaged 1.811 million, while their net change was only +0.019 million. As of the run time, June 27 was the latest available continued-claims first print, making July 18 a three-step horizon.

Prior/update/interval: persistence prior = 1.814 million, using the five first-print observations 1.795, 1.810, 1.821, 1.814, and 1.814. Successive changes are +0.015, +0.011, -0.007, and 0.000 million; their mean is +0.00475 and sample sigma = 0.0101 million. Three-week momentum adds 3×0.00475 = 0.01425, giving 1.82825, rounded to 1.828. For a three-step horizon, sigma scales to 0.0101×sqrt(3) = 0.0175, and 1.28×sigma = 0.0224. Because four calm changes are a short volatility sample and the horizon spans holiday-sensitive seasonal adjustment, the half-width is widened by about 1.34× to 0.030 million, yielding final implied bounds of 1.798 to 1.858 million.

Level and momentum point mildly upward, while initial claims near 0.215 million provide no strong deterioration signal. Holiday-related seasonal adjustment is the main one-off risk; no discrete policy mechanism warrants an additional point shift.

Upside risk: a broad rise in benefit duration or delayed hiring could land above 1.858 million. Downside risk: faster claimant exits or unusually favorable seasonal adjustment could land below 1.798 million. Either outcome would be outside the interval.

Review disposition: accepted the resolver-stability critique by binding the source URL to the ALFRED CCSA advance-vintage CSV while retaining the DOL first-print rule; accepted the interval critique by widening for the short calm sample, three-step horizon, and holiday adjustment risk. Also clarified the latest available week and described initial claims as near 215,000.

Key drivers

  • Recent continued-claims level near 1.81 million
  • Mild positive five-week momentum
  • Initial claims near 215,000
  • Holiday-period seasonal-adjustment uncertainty

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 Unemployment Insurance Weekly Claims release, preserved through the ALFRED CCSA advance vintage
Resolved
July 30, 2026
Resolution rule
Resolve to the advance first-print seasonally adjusted insured unemployment level for the week ending July 18, 2026, published in the U.S. Department of Labor release scheduled for July 30, 2026 and preserved as the ALFRED CCSA advance vintage; convert persons to millions and round to 0.001 million. Ignore all subsequent 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-5.6-sol · fast · v2.2.0

pre-submit review · completed

The draft is mostly publishable, but the source URL should be made resolver-stable and the interval method should better justify relying on only four recent weekly changes.

  • warning resolver: The resolver text is clear about the July 30, 2026 DOL first print, but resolutionSourceUrl points to mutable current data.pdf while the ledger source binding is the ALFRED CCSA advance-vintage CSV with DOL as the official release source.
  • warning interval: The 80% interval is derived from only four recent weekly changes, a very short calm sample for a three-week-ahead continued-claims forecast during a holiday adjustment period.
  • info optional_suggestion: Mention that as of run time the latest available continued-claims first print is for week ending 2026-06-27, so July 18 is a three-step horizon.
  • info optional_suggestion: Clarify the initial-claims evidence as 'near 215k' rather than saying both recent weeks were exactly 215k if using revised July 9 release data.

disposition accepted: Review disposition: accepted the resolver-stability critique by binding the source URL to the ALFRED CCSA advance-vintage CSV while retaining the DOL first-print rule; accepted the interval critique by widening for the short calm sample, three-step horizon, and holiday adjustment risk. Also clarified the latest available week and described initial claims as near 215,000.

disposition accepted: Review disposition: accepted the resolver-stability critique by binding the source URL to the ALFRED CCSA advance-vintage CSV while retaining the DOL first-print rule; accepted the interval critique by widening for the short calm sample, three-step horizon, and holiday adjustment risk. Also clarified the latest available week and described initial claims as near 215,000.

disposition not applicable: Review disposition: accepted the resolver-stability critique by binding the source URL to the ALFRED CCSA advance-vintage CSV while retaining the DOL first-print rule; accepted the interval critique by widening for the short calm sample, three-step horizon, and holiday adjustment risk. Also clarified the latest available week and described initial claims as near 215,000.

disposition not applicable: Review disposition: accepted the resolver-stability critique by binding the source URL to the ALFRED CCSA advance-vintage CSV while retaining the DOL first-print rule; accepted the interval critique by widening for the short calm sample, three-step horizon, and holiday adjustment risk. Also clarified the latest available week and described initial claims as near 215,000.

Activity artifacts

Complete original trace

§Continued claims for the week ending July 18, 2026

The target is ETA series CCSA: advance first-print U.S. insured unemployment, seasonally adjusted, for the week ending July 18—not the NSA level, four-week average, or a later revised vintage. Resolution uses the July 30 release, reports millions, and preserves the first print through the ledger-bound ALFRED advance vintage.

▸ Reported tool use: official.lookupmodel report
Checked the Department of Labor's official release-timing announcement and the target's calendar window.
↳ DOL states that Weekly Claims is released each Thursday at 8:30 a.m. ET; the scheduled release for the week ending 2026-07-18 is 2026-07-30, within the registered 2026-07-28 to 2026-08-01 window.
▸ Reported tool use: official.lookupmodel report
Read DOL Weekly Claims releases for the recent seasonally adjusted insured-unemployment reference class.
↳ Fetched first-print SA insured unemployment of 1,795,000 for 2026-05-30, 1,810,000 for 2026-06-06, and 1,821,000 for 2026-06-13; DOL also reported the insured unemployment rate at 1.2%.
▸ Reported tool use: official.lookupmodel report
Checked the July 2 DOL release and ALFRED CCSA advance-vintage history for the latest weeks.
↳ Fetched first-print SA insured unemployment of 1,814,000 for 2026-06-20 and 1,814,000 for 2026-06-27; recent SA initial claims were near 215,000.

Base rate/reference class: persistence dominates this weekly level series. The five first prints from May 30 through June 27 averaged 1.811 million, while their net change was only +0.019 million. As of the run time, June 27 was the latest available continued-claims first print, making July 18 a three-step horizon.

Prior/update/interval: persistence prior = 1.814 million, using the five first-print observations 1.795, 1.810, 1.821, 1.814, and 1.814. Successive changes are +0.015, +0.011, -0.007, and 0.000 million; their mean is +0.00475 and sample sigma = 0.0101 million. Three-week momentum adds 3×0.00475 = 0.01425, giving 1.82825, rounded to 1.828. For a three-step horizon, sigma scales to 0.0101×sqrt(3) = 0.0175, and 1.28×sigma = 0.0224. Because four calm changes are a short volatility sample and the horizon spans holiday-sensitive seasonal adjustment, the half-width is widened by about 1.34× to 0.030 million, yielding final implied bounds of 1.798 to 1.858 million.

Level and momentum point mildly upward, while initial claims near 0.215 million provide no strong deterioration signal. Holiday-related seasonal adjustment is the main one-off risk; no discrete policy mechanism warrants an additional point shift.

Upside risk: a broad rise in benefit duration or delayed hiring could land above 1.858 million. Downside risk: faster claimant exits or unusually favorable seasonal adjustment could land below 1.798 million. Either outcome would be outside the interval.

Review disposition: accepted the resolver-stability critique by binding the source URL to the ALFRED CCSA advance-vintage CSV while retaining the DOL first-print rule; accepted the interval critique by widening for the short calm sample, three-step horizon, and holiday adjustment risk. Also clarified the latest available week and described initial claims as near 215,000.

calibrated forecast · 80% CI
1.8M[1.8M · 1.9M]
Target metadata

Data point: dol.eta.continued_claims.sa.week_2026-07-18.first_print

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