Government data

US initial jobless claims, week ending Aug 1 2026

What will the U.S. Department of Labor report as the first-print seasonally adjusted initial claims for unemployment insurance for the week ending August 1, 2026?

Forecast

206k
189k–223k
80% prediction interval
gpt-5.5Run record ↗

Cumulative probability

Chance that the outcome is at or below each value.

0%25%50%75%100%164k206k249kForecast value

Shaded band: 80% interval (189k–223k). Dashed line: point estimate (206k).

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

Observed outcomeinside 80% interval
actual
199k
forecast
206k with 80% interval [189k, 223k]
error
-7k · absolute 7k
cdf score
CRPS 4.84 · PIT 0.34
source
dol_eta Unemployment Insurance Weekly Claims (advance)

DOL ETA UI Weekly Claims news release, advance seasonally adjusted figure for the week ending 2026-08-01, read from FRED ICSA (advance vintage) as the cell's resolver names.

Analysis

§US DOL initial claims forecast for week ending 2026-08-01

Framing and exact resolver: this targets DOL series ICSA, the advance seasonally adjusted initial claims count, for the week ending Saturday, August 1, 2026. The DOL release schedule says the UI Weekly Claims News Release is published weekly on Thursday at 8:30 a.m. EST and lists only one 2026 non-Thursday exception, November 25; the FRED release calendar also lists the UI Weekly Claims Report on Thursday, August 6, 2026. I use DOL as the final resolver; ALFRED/FRED is only the ledger's archived first-vintage retrieval mechanism and a history/schedule mirror.

▸ Reported tool use: official.lookupmodel report
Inspect DOL OUI claims archive and latest-release schedule page for the official release rule and latest official SA claims numbers.
↳ Fetched DOL schedule: weekly release Thursday 8:30 a.m. EST, with 1 listed 2026 exception, November 25. Fetched latest DOL release text: week ending July 18, 2026 seasonally adjusted initial claims 187,000; previous week's revised level 209,000; four-week moving average 207,500.
▸ Reported tool use: official.lookupmodel report
Inspect DOL newsroom recent UI Weekly Claims Report entries for the recent first-print reference class.
↳ Fetched DOL recent first prints: July 11, 2026 was 208,000; July 4, 2026 was 215,000; June 27, 2026 was 215,000; June 20, 2026 was 215,000; June 13, 2026 was 226,000.
▸ Reported tool use: official.lookupmodel report
Inspect FRED/ALFRED ICSA page as a public history mirror for the exact SA weekly series identity and recent revised values.
↳ Fetched FRED/ALFRED series ICSA context: units Number, seasonally adjusted, weekly ending Saturday; ALFRED showed July 11, 2026 at 208,000, July 4, 2026 at 216,000, June 27, 2026 at 217,000, June 20, 2026 at 216,000, and June 13, 2026 at 227,000.
▸ Reported tool use: official.lookupmodel report
Inspect published current seasonal-factor table for the target week and adjacent weeks to assess seasonal-adjustment risk, not as a resolver.
↳ Fetched current factors for initial claims: July 11, 2026 factor 1.176; July 18 factor 1.026; July 25 factor 0.890; August 1 factor 0.861; August 8 factor 0.893.

Base rate / reference class: recent DOL first-print SA initial claims from April 4 through July 18 were 219, 207, 214, 189, 200, 211, 209, 215, 225, 229, 226, 215, 215, 215, 208, and 187 thousand. The base rate is a low-200s claims environment: the mean of that sample is 211.5 thousand, while the latest DOL four-week average is 207.5 thousand.

Level, momentum, one-off, and mechanism: the level anchor is the 207.5k four-week average, momentum is mildly down because the latest 187k print was a 22k drop, the one-off risk is that New York and school/auto-seasonal timing made the July 18 print unusually low, and the policy mechanism is neutral because weekly UI filings do not mechanically jump from a scheduled policy change in this target window.

Prior/update/interval: persistence prior = 207.5 thousand from the latest DOL four-week average; historical sample = 16 recent DOL first-print SA initial-claims values from April 4 to July 18, 2026; adjustment components = -3.0 thousand for two-week downward momentum from July first prints, +1.5 thousand for reversion after the unusually low 187k July 18 print, and 0.0 thousand for policy mechanism, giving point = 207.5 - 3.0 + 1.5 = 206.0 thousand. Interval method uses recent level dispersion of the flow values themselves rather than a backtested out-of-sample forecast-error estimate: sample sigma = 11.8 thousand, so 1.28*sigma = 15.1 thousand; I widen to 17.0 thousand for two-week-ahead release and low seasonal factor noise, giving 206 - 17 = 189 and 206 + 17 = 223 thousand.

Counter-considerations: upside risk is a rebound in New York or education-related filings plus another low seasonal factor, which would land above the interval if the first print is above 223k. Downside risk is that the July 18 low is not a one-off and layoffs remain unusually quiet, which would land below the interval if the first print is below 189k. Outside the interval would require either a renewed sub-190k print or a return to the late-June 225k to 229k area.

Review disposition: accepted the review's clarity suggestions by labeling the seasonal-factor source as adjustment-risk context rather than resolver evidence, stating that interval calibration uses recent level dispersion rather than out-of-sample forecast error, and clarifying that ALFRED/FRED is the archived first-vintage retrieval mechanism while DOL remains the official first-print source.

Key drivers

  • Latest 187k print is far below the recent 207.5k four-week average
  • Recent weekly first prints mostly sat near 208k to 226k before the July 18 drop
  • Week-ending August 1 has a low published seasonal factor of 0.861, so residual holiday and auto-shutdown noise can move the SA print
  • No evidence in the official recent claims sequence of a sustained layoff break higher

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 Report
Resolved
August 8, 2026
Resolution rule
Resolve to the advance seasonally adjusted initial claims figure for the week ending August 1, 2026, in thousands, in the U.S. Department of Labor Unemployment Insurance Weekly Claims Report first released on August 6, 2026. Use the first print as reported, rounded to the nearest 1,000 claims, and ignore later revisions.

Forecast history

Select a version to read its estimate and analysis.

Forecast versions, estimates, and intervals
VersionDateEstimate80% intervalCRPS
gpt-5.5 · selectedJul 25, 2026206k189k–223k4.84
persistence.last_printJul 25, 2026187k172k–202k7.09
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 · v2.3.0

pre-submit review · completed

The draft is publication-ready with only minor clarity improvements around interval calibration and source labeling.

  • info optional_suggestion: Clarify whether the seasonal-factor source is DOL/ETA or BLS, since the draft labels it as BLS while the target resolves through DOL/ALFRED.
  • info optional_suggestion: Consider noting that the 80% interval is based on recent level dispersion rather than out-of-sample forecast error, so readers understand the calibration basis.
  • info optional_suggestion: Mention that ALFRED/FRED is only the archived first-vintage retrieval mechanism while DOL is the official first-print source, matching the ledger sourceBinding.

disposition not applicable: Review disposition: accepted the review's clarity suggestions by labeling the seasonal-factor source as adjustment-risk context rather than resolver evidence, stating that interval calibration uses recent level dispersion rather than out-of-sample forecast error, and clarifying that ALFRED/FRED is the archived first-vintage retrieval mechanism while DOL remains the official first-print source.

disposition not applicable: Review disposition: accepted the review's clarity suggestions by labeling the seasonal-factor source as adjustment-risk context rather than resolver evidence, stating that interval calibration uses recent level dispersion rather than out-of-sample forecast error, and clarifying that ALFRED/FRED is the archived first-vintage retrieval mechanism while DOL remains the official first-print source.

disposition not applicable: Review disposition: accepted the review's clarity suggestions by labeling the seasonal-factor source as adjustment-risk context rather than resolver evidence, stating that interval calibration uses recent level dispersion rather than out-of-sample forecast error, and clarifying that ALFRED/FRED is the archived first-vintage retrieval mechanism while DOL remains the official first-print source.

Activity artifacts

Complete original trace

§US DOL initial claims forecast for week ending 2026-08-01

Framing and exact resolver: this targets DOL series ICSA, the advance seasonally adjusted initial claims count, for the week ending Saturday, August 1, 2026. The DOL release schedule says the UI Weekly Claims News Release is published weekly on Thursday at 8:30 a.m. EST and lists only one 2026 non-Thursday exception, November 25; the FRED release calendar also lists the UI Weekly Claims Report on Thursday, August 6, 2026. I use DOL as the final resolver; ALFRED/FRED is only the ledger's archived first-vintage retrieval mechanism and a history/schedule mirror.

▸ Reported tool use: official.lookupmodel report
Inspect DOL OUI claims archive and latest-release schedule page for the official release rule and latest official SA claims numbers.
↳ Fetched DOL schedule: weekly release Thursday 8:30 a.m. EST, with 1 listed 2026 exception, November 25. Fetched latest DOL release text: week ending July 18, 2026 seasonally adjusted initial claims 187,000; previous week's revised level 209,000; four-week moving average 207,500.
▸ Reported tool use: official.lookupmodel report
Inspect DOL newsroom recent UI Weekly Claims Report entries for the recent first-print reference class.
↳ Fetched DOL recent first prints: July 11, 2026 was 208,000; July 4, 2026 was 215,000; June 27, 2026 was 215,000; June 20, 2026 was 215,000; June 13, 2026 was 226,000.
▸ Reported tool use: official.lookupmodel report
Inspect FRED/ALFRED ICSA page as a public history mirror for the exact SA weekly series identity and recent revised values.
↳ Fetched FRED/ALFRED series ICSA context: units Number, seasonally adjusted, weekly ending Saturday; ALFRED showed July 11, 2026 at 208,000, July 4, 2026 at 216,000, June 27, 2026 at 217,000, June 20, 2026 at 216,000, and June 13, 2026 at 227,000.
▸ Reported tool use: official.lookupmodel report
Inspect published current seasonal-factor table for the target week and adjacent weeks to assess seasonal-adjustment risk, not as a resolver.
↳ Fetched current factors for initial claims: July 11, 2026 factor 1.176; July 18 factor 1.026; July 25 factor 0.890; August 1 factor 0.861; August 8 factor 0.893.

Base rate / reference class: recent DOL first-print SA initial claims from April 4 through July 18 were 219, 207, 214, 189, 200, 211, 209, 215, 225, 229, 226, 215, 215, 215, 208, and 187 thousand. The base rate is a low-200s claims environment: the mean of that sample is 211.5 thousand, while the latest DOL four-week average is 207.5 thousand.

Level, momentum, one-off, and mechanism: the level anchor is the 207.5k four-week average, momentum is mildly down because the latest 187k print was a 22k drop, the one-off risk is that New York and school/auto-seasonal timing made the July 18 print unusually low, and the policy mechanism is neutral because weekly UI filings do not mechanically jump from a scheduled policy change in this target window.

Prior/update/interval: persistence prior = 207.5 thousand from the latest DOL four-week average; historical sample = 16 recent DOL first-print SA initial-claims values from April 4 to July 18, 2026; adjustment components = -3.0 thousand for two-week downward momentum from July first prints, +1.5 thousand for reversion after the unusually low 187k July 18 print, and 0.0 thousand for policy mechanism, giving point = 207.5 - 3.0 + 1.5 = 206.0 thousand. Interval method uses recent level dispersion of the flow values themselves rather than a backtested out-of-sample forecast-error estimate: sample sigma = 11.8 thousand, so 1.28*sigma = 15.1 thousand; I widen to 17.0 thousand for two-week-ahead release and low seasonal factor noise, giving 206 - 17 = 189 and 206 + 17 = 223 thousand.

Counter-considerations: upside risk is a rebound in New York or education-related filings plus another low seasonal factor, which would land above the interval if the first print is above 223k. Downside risk is that the July 18 low is not a one-off and layoffs remain unusually quiet, which would land below the interval if the first print is below 189k. Outside the interval would require either a renewed sub-190k print or a return to the late-June 225k to 229k area.

Review disposition: accepted the review's clarity suggestions by labeling the seasonal-factor source as adjustment-risk context rather than resolver evidence, stating that interval calibration uses recent level dispersion rather than out-of-sample forecast error, and clarifying that ALFRED/FRED is the archived first-vintage retrieval mechanism while DOL remains the official first-print source.

calibrated forecast · 80% CI
206k[189k · 223k]
Target metadata

Data point: us.dol.initial_claims.sa.week_2026-08-01

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