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Will the unemployment rate for ages 16 to 24 (seasonally adjusted) for 2026 fall below 7.5%? — Yes

kalshiEconomics·2026-10-05·view on kalshi ↗
7%
Agent
25%
Market Price
-17.6%
Edge
76%
Confidence
21,485
Volume
3.0c
Spread
59
Days to resolution
1
Markets in event
final rationale
Mean of 5 draws (0.06, 0.04, 0.10, 0.09, 0.08) after one crux research pass. (0) Not resolved: all 2026 LNS14024887 readings exceed 7.5% (FRED, Oct 2: Jan 8.9 through Sep 9.9); Yes needs the Nov 6 or Dec 4 release below 7.5%. (a) Two releases remain before the Dec 4 close, both funded through Dec 11. (b) Status quo is No: the rate sits in an 8.5-9.9% band and last printed 9.9%. (c) No: the rate stays near 9-10%, matching Trading Economics' ~10% Q4 projection, a flat 4.2% headline rate and structural youth weakness. (d) Yes: a ~2.5pt one-month sampling outlier, perhaps aided by holiday hiring. BLS teen intervals (~±1.6pt at 90%) and the fact that 2026's only big drop came from the January population-control revision make this roughly 3+ SD per month, about 3-6% across two draws. The 25% Kalshi price (19/22 spread, ~13 contracts/day) is illiquid and unsupported by any new information, so I discount it heavily, keeping slight weight on it and on unknowns.
price vs. prediction
market price agent forecast at t+0
13 follow-ups
1. Planner Opus 5.5 · picks the research tools
Tools chosen: kalshi_direct resolution_source fred kalshi_related
Planner reasoning
The market resolves on the BLS youth unemployment series LNS14024887. FRED gives the recent trajectory, so we can judge whether a reading below 7.5% is plausible in the remaining 2026 releases (roughly the Oct/Nov/Dec reports). The kalshi_direct price is the anchor, and sibling strike markets plus the headline unemployment markets help triangulate.
2. Research parallel tool calls + 4 web research loops (Sonnet 5) · read raw by the forecasters
at a glance
RESEARCH DIGEST (built in code: tool summaries and each report's bottom line; the forecasters read the full tool outputs and reports) Tools - kalshi_direct: ## This Market's Kalshi Data **Yes** (KXYOUTHUN-26DEC04-T7.5) - Current price (probability): 25.00% (live; bid 19% / ask 22%) - 7-day price change: +7.00% - 30-day price change: +8.00% - Average daily volume: 13 contracts - Price range: 17.00% - 25.00% - Data points: 22 days - resolution_source: already_resolved=unclear; matches_criteria=True; last_updated=Oct 2, 2026. FRED series LNS14024887 (Unemployment Rate, 16-24 Yrs., seasonally adjusted) shows monthly values for 2026 of May: 9.4, Jun: 9.2, Jul: 8.5, Aug: 9.1, Sep: 9.9 — all above the 7.5% threshold specified in the question. NOTE: The source reading said already NO, but the market still trades at 0.25; a settled market would not. T - fred: Fetched 3 FRED series (lookback=730d). - kalshi_related: 1 related markets / summaries. series KXYOUTHUN: 0 markets (skipped 1 no-signal) | series KXU3: 0 markets (skipped 28 no-signal) | keyword 'unemployment rate': ok Research loops, bottom lines - current state: Every seasonally adjusted 16-24 unemployment reading published for calendar-year 2026 (Jan–Sep) has been between 8.5% and 9.9%, with the most recent (September, released Oct 2, 2026) rising to 9.9%; there is no current trend toward 7.5%, and the remaining scheduled releases (Nov 6 and Dec 4, 2026) are expected on time given the government is funded through Dec 11, 2026. - base rate: Historically the 16–24 SA unemployment rate rarely sits below 7.5% — its most recent sub-7.5% readings were in 2023/early 2024 during an unusually tight labor market — and in every month of 2025 and 2026 observed so far (including the latest, September 2026 at 9.9%) it has printed well above that threshold, with no sign of a trend back toward it. Base rates therefore strongly favor the rate staying above 7.5% for the remainder of calendar-year 2026. - yes case: The sole realistic path to YES is a statistical/sampling-noise event — this small subgroup estimate carries roughly a 1-point one-month margin of error and has shown "aberrant," fast single-month swings before (e.g., the January 2026 move that "basically erased the increases seen in all of 2025") — combined with favorable holiday-season youth hiring in the Oct/Nov reports; absent such a tail draw, no trend or forecast currently points toward sub-7.5% before the Dec 4, 2026 release. - no case: No forecaster, model, or structural trend identified points to the 16–24 SA unemployment rate falling anywhere near 7.5% in the two remaining 2026 releases (Nov 6 and Dec 4); Trading Economics explicitly projects a further rise to ~10% this quarter, professional forecasters see no broad labor-market loosening, and normal month-to-month volatility (roughly half a point) is far too small to close the ~1–2.4 point gap from September's 9.9% reading — strongly favoring NO. Crux follow-up - The evidence strongly favors the "No" / low-probability side of the disagreement. The required ~2.4-point one-month decline from the current 9.9% reading has no precedent in 2026 data outside the January seasonal-revision effect (which does not recur in the Nov 6 or Dec 4 releases), and BLS's own documented confidence intervals for youth/teen subgroups (~1–1.6 points at 90%) make a swing of that size a genuine statistical outlier, not a routine occurrence — supporting the lower-probability forec
tools
toolstatustimeitemssummary
kalshi_direct OK 0.2s 1 ## This Market's Kalshi Data **Yes** (KXYOUTHUN-26DEC04-T7.5) - Current price (probability): 25.00% (live; bid 19% / ask 22%) - 7-day price change: +7.00% - 30-day price change: +8.00% - Average daily volume: 13 contracts - Price range: 17.00% - 25.00% - Data points: 22 days
resolution_source OK 7.1s 1 already_resolved=unclear; matches_criteria=True; last_updated=Oct 2, 2026. FRED series LNS14024887 (Unemployment Rate, 16-24 Yrs., seasonally adjusted) shows monthly values for 2026 of May: 9.4, Jun: 9.2, Jul: 8.5, Aug: 9.1, Sep: 9.9 — all above the 7.5% threshold specified in the question. NOTE: Th
fred OK 1.3s 3 Fetched 3 FRED series (lookback=730d).
kalshi_related OK 1.1s 1 1 related markets / summaries. series KXYOUTHUN: 0 markets (skipped 1 no-signal) | series KXU3: 0 markets (skipped 28 no-signal) | keyword 'unemployment rate': ok
research loops · 4/4 ok · 17 searches · 5 page reads
dimensionstatustimesearchespage readsreport
current state OK 34s 5 2 4332 chars
base rate OK 28s 4 2 3538 chars
yes case SNIPPETS 45s 5 0 5996 chars · no page read; snippets only
no case OK 32s 3 1 5535 chars
report: current state
- [2026-04-03] FRED's LNS14024887 (seasonally adjusted, ages 16-24) showed Mar 2026: 8.5, Feb 2026: 9.5, Jan 2026: 8.9, Dec 2025: 10.4, Nov 2025: 10.6 , confirming the rate stayed well above 7.5% through early 2026. https://fred.stlouisfed.org/series/LNS14024887 - [2026-10-02] The most current FRED update (reflecting the September 2026 Employment Situation release) shows Sep 2026: 9.9 % with recent months Aug 9.1, Jul 8.5, Jun 9.2, May 9.4 — every 2026 monthly reading remains above 8.0%, far from the 7.5% threshold. https://fred.stlouisfed.org/series/LNS14024887 - [2026-10-02] The BLS table A-10 "Unemployment rates by age, sex, and marital status, seasonally adjusted," last modified Oct 2, 2026, lists component age-group rates through September 2026 (16-19 yrs: 14.5%, 20-24 yrs: 8.0%), consistent with the combined 16-24 figure staying in the 9%+ range. https://www.bls.gov/web/empsit/cpseea10.htm - [2026-10-02] The September 2026 Employment Situation Summary reported the overall (16+) unemployment rate little changed at 4.2 percent nationally, indicating no broad labor-market deterioration that would independently push youth unemployment down in the near term. https://www.bls.gov/news.release/empsit.nr0.htm - [2026-09-22] A third-party tracker citing FRED/BLS data confirmed the 16-24 unemployment rate was 9.1% in August 2026, little changed from 8.5% in July 2026 , reinforcing the sideways-to-rising trend rather than a decline toward 7.5%. https://americandefault.org/indicators/youth-unemployment-rate-16-24/ - [2026-08-20] BLS's annual youth summer report (not seasonally adjusted) noted the youth unemployment rate was 9.1 percent in July 2026, lower than the rate in July 2025 (10.8 percent) , showing year-over-year improvement but still far above a 7.5% threshold even on the unadjusted series. https://www.bls.gov/news.release/youth.nr0.htm - [2026-10-02] Per the BLS release schedule, the Employment Situation for September 2026 was published Oct 2, 2026; the next scheduled release is for October 2026 data on Nov 6, 2026, followed by the November 2026 data release on Dec 4, 2026 — the final release before the market's Dec 4 close. https://www.bls.gov/schedule/news_release/empsit.htm - [2026-09-02] A federal funding continuing resolution was signed into law on September 2, 2026, funding the government through December 11, 2026, averting an October 2026 shutdown and removing near-term risk of BLS data-collection disruption before the market closes. https://govtschemes.org/government-shutdown-october-2026/ - [2026-02-02] For context, the prior (January 2026) jobs report had been delayed to Feb 11, 2026 by a brief shutdown, and a 43-day shutdown in late 2025 forced BLS to cancel the October 2025 household survey/unemployment rate entirely — illustrating that shutdowns can disrupt releases, though none is currently active. https://edition.cnn.com/2026/02/02/economy/us-shutdown-january-jobs-report-bls - [2026-05-08] The financecalendar tracker notes the 2026 BLS schedule already absorbed one shutdown-related delay (January data pushed to Feb 11) and one calendar shift (April data to May 8), but subsequent monthly releases (May–September) have occurred on their normal first-Friday schedule. https://www.financecalendar.com/us-jobs-report/ - [2026-10-05] Looking across all nine 2026 monthly seasonally-adjusted readings published to date (Jan 8.9, Feb 9.5, Mar 8.5, Apr 9.5, May 9.4, Jun 9.2, Jul 8.5, Aug 9.1, Sep 9.9), the lowest value recorded this calendar year is 8.5%, still one full point above the 7.5% threshold, and the latest reading moved up, not down. https://fred.stlouisfed.org/series/LNS14024887 BOTTOM LINE: Every seasonally adjusted 16-24 unemployment reading published for calendar-year 2026 (Jan–Sep) has been between 8.5% and 9.9%, with the most recent (September, released Oct 2, 2026) rising to 9.9%; there is no current trend toward 7.5%, and the remaining scheduled releases (Nov 6 and Dec 4, 2026) are expected on time given the government is funded through Dec 11, 2026. NOT FOUND: No evidence of any forecast, Fed projection, or private estimate suggesting the 16-24 SA rate will fall below 7.5% in the October or November 2026 reports; no indication of a BLS methodology change or data disruption currently scheduled before Dec 4, 2026.
report: base rate
- [2026-10-02] The most recent official reading (seasonally adjusted LNS14024887): September 2026 unemployment rate for ages 16–24 was 9.9%, up from 8.5–9.4% in the May–August 2026 window, and far above the 7.5% threshold. https://fred.stlouisfed.org/series/LNS14024887 - [2026-10-02] Sep 2026: 9.9 | Percent, Seasonally Adjusted | Monthly. Aug 2026: 9.1, Jul 2026: 8.5, Jun 2026: 9.2, May 2026: 9.4 , showing the series has not come close to 7.5% at any point in the last five reported months of 2026. https://fred.stlouisfed.org/series/LNS14024887 - [2026-10-02] Earlier 2026 months were also above 7.5%: FRED data show January 31, 2026: 8.90%, December 31, 2025: 10.40%, November 30, 2025: 10.60% and February 2026 at 9.5%, March 2026 at 8.5% — the full 2025–2026 run has stayed between roughly 8.5% and 10.6%. https://ycharts.com/indicators/united_states_youth_unemployment_rate - [2026-08-20] The BLS "Employment and Unemployment Among Youth" summer release (not seasonally adjusted) reported the youth unemployment rate was 9.1 percent in July 2026, lower than the rate in July 2025 (10.8 percent) , confirming a modest year-over-year improvement but still well above 7.5%. https://www.bls.gov/news.release/youth.nr0.htm - [2026-10-05] Trading Economics notes the series last touched the 7.5% region years ago: Youth Unemployment Rate in the United States averaged 11.56 percent from 1948 until 2026, reaching an all time high of 27.50 percent in April of 2020 and a record low of 4.80 percent in May of 1951 , and currently forecasts it staying near 10% through 2027–2028. https://tradingeconomics.com/united-states/youth-unemployment-rate - [2026-05-xx historical] Statista's dataset shows the last time this SA series was anywhere near 7.5% was a low of 7.4 percent in May 2023 and January 2024 ; since then the rate has trended up into the 8.5%–10.6% band for all of 2025 and 2026. https://www.statista.com/statistics/217448/seasonally-adjusted-monthly-youth-unemployment-rate-in-the-us/ - [2026-10-05] Macrotrends' annual-average series (a close proxy, 15-24 NSA/World Bank blend) shows the cyclical low was 2023 at U.S. youth unemployment rate for 2023 was 7.95 percent, a 0.15 percent decline from 2022 , i.e., even the best recent year averaged above 7.5%, and 2024–2026 have been higher still (8.9%–9.1% average per Macrotrends). https://www.macrotrends.net/global-metrics/countries/usa/united-states/youth-unemployment-rate - [2026-10-02] Context: the overall U.S. unemployment rate (all ages) was only 4.2% in September 2026, Unemployment was at 4.2% in September 2026. That's a 0.1 percentage point increase from the prior month , confirming the youth rate's gap over the headline rate is structural, not a one-off spike. BOTTOM LINE: Historically the 16–24 SA unemployment rate rarely sits below 7.5% — its most recent sub-7.5% readings were in 2023/early 2024 during an unusually tight labor market — and in every month of 2025 and 2026 observed so far (including the latest, September 2026 at 9.9%) it has printed well above that threshold, with no sign of a trend back toward it. Base rates therefore strongly favor the rate staying above 7.5% for the remainder of calendar-year 2026. NOT FOUND: No explicit third-party forecast, prediction-market consensus, or economist survey specifically projecting the 16–24 unemployment rate for the remaining 2026 releases (Oct, Nov, Dec data published Nov/Dec 2026/Jan 2027) was located; only generic macro forecasts (e.g., Trading Economics' model) were available.
report: yes case
YES means: In at least one of the remaining 2026 Employment Situation releases (covering October data, published Nov 6, 2026, and/or November data, published Dec 4, 2026 — the last release before market close), the seasonally adjusted LNS14024887 unemployment rate for ages 16–24 prints below 7.5%. - [2026-01-09] An independent labor-market tracker's January 2026 recap described a sudden, large one-month move in the youth rate, stating "Two developments stand out in terms of accounting for the good news in the household survey. The first is a sharp decline in youth unemployment, which has been growing quickly over the past two years." and noted "The decline in youth unemployment this month basically erased the increases seen in all of 2025." This is direct evidence that this series is capable of large, fast single-month drops even while trending upward overall. https://www.employamerica.org/jobs-day/labor-market-recap-january-2026/ - [2026-01-09] The same analysis explicitly flagged the volatility/noise mechanism: "The fall in the unemployment rate could easily revert next month, given the aberrant move in the youth unemployment rate. It could also be possible that the strong employment trends we've seen this month are part of a new seasonal pattern that the BLS's seasonal adjustment factors aren't yet able to pick up on." This confirms analysts themselves treat single-month youth-rate swings as frequently "aberrant," i.e., capable of large transient moves in either direction. https://www.employamerica.org/jobs-day/labor-market-recap-january-2026/ - [2026-07-20 approx.] A data tracker quantifying BLS sampling error for this specific subgroup states "Young workers are a small slice of the survey sample, so this rate carries a wider margin of sampling error than the overall rate... For ages 16 to 24 the margin is wider: by our estimate, about 1 percentage point." A roughly 1-point one-month sampling margin of error means two consecutive favorable draws (Oct and Nov reports) are not statistically implausible even without any underlying trend change, since September's reading was 9.9%. - [2026-10-05, historical] FRED/ycharts history shows the series has been below 7.5% in the recent past under a tight labor market, printing values such as a 6.60% reading in April 2023 and a 7.40% reading in January 2024, confirming the threshold is structurally reachable, not just a theoretical floor. https://ycharts.com/indicators/united_states_youth_unemployment_rate - [2026-09-22] The americandefault.org tracker's own characterization of the July→August move as "It was 8.5% in July 2026, a one-month move within the survey's margin of error for this age group" underscores that even the 0.6-point moves seen in 2026 so far are statistically "noise"-sized, meaning noise-driven swings of 2+ points (needed to reach below 7.5% from the Sept 9.9% base) are a tail possibility rather than impossible. https://americandefault.org/indicators/youth-unemployment-rate-16-24/ - [2026-10-02] National labor-market deterioration continues but is modest, not sharp: Reuters reported "US employers added just 29,000 jobs last month, the Labor Department reported, less than the 90,000 economists had expected. August payroll gains were revised downward. The unemployment rate ticked up to 4.2%, from 4.1%." A pause in Fed tightening and any subsequent easing (next FOMC decisions through December) could support holiday-season hiring that typically lifts youth employment-to-population ratios, per the St. Louis Fed's observation that "hiring in the retail trade and leisure and hospitality sectors typically picks up before the holidays, usually around September." Youth workers are disproportionately represented in these seasonal-hiring sectors, giving a plausible (if narrow) mechanism for a sharp favorable move in the Oct/Nov reports. https://www.stlouisfed.org/on-the-economy/2025/jan/how-us-teenagers-benefit-holiday-employment - [2026-10-02] CNBC noted market participants see the Fed as on hold or even possibly easing given "The cool jobs report follows a softer-than-expected inflation report released on Wednesday" , which, if it translates into looser financial conditions by Q4, could marginally support entry-level/youth hiring during the remaining 2026 window (though this is a second-order channel, not a direct driver of the household survey's age-group estimate). https://www.cnbc.com/2026/10/02/fed-rate-hike-odds-decline-after-september-jobs-report.html - [2026-02-02, mechanism] A prior shutdown-driven disruption already forced a schedule compression (January data delayed to Feb 11, April data to May 8, per colleagues' prior research); any further disruption to the Nov 6 or Dec 4 releases, combined with the standard annual CPS population-control adjustment introduced each January, has historically produced unusually large one-time revisions to youth-specific estimates — BLS has noted such adjustments "had a disproportionately large effect on the population ages 16 to 24" in the 2024 cycle, illustrating a structural source of outsized, hard-to-predict jumps in this specific series. https://www.bls.gov/news.release/pdf/youth.pdf BOTTOM LINE: The sole realistic path to YES is a statistical/sampling-noise event — this small subgroup estimate carries roughly a 1-point one-month margin of error and has shown "aberrant," fast single-month swings before (e.g., the January 2026 move that "basically erased the increases seen in all of 2025") — combined with favorable holiday-season youth hiring in the Oct/Nov reports; absent such a tail draw, no trend or forecast currently points toward sub-7.5% before the Dec 4, 2026 release. NOT FOUND: No economist, Fed, or market forecast was found explicitly projecting the 16–24 SA rate to fall below 7.5% in the October or November 2026 reports; no confirmed BLS methodology/benchmark change for 2026 analogous to the 2024 population-control shift was located for this specific period.
report: no case
YES means: at least one of the remaining 2026 Employment Situation releases (for October data, published Nov 6, 2026, and for November data, published Dec 4, 2026) reports the seasonally adjusted 16–24 unemployment rate (LNS14024887) below 7.5%. - [2026-10-05] Trading Economics' model, built on the BLS series and updated after the September release, puts the rate at "expected to be 10.00 percent by the end of this quarter, according to Trading Economics global macro models and analysts expectations" , i.e. a further rise, not a drop toward 7.5%, for Q4 2026. https://tradingeconomics.com/united-states/youth-unemployment-rate - [2026-10-05] The same model extends this outlook well past the market's window, projecting the rate to "trend around 10.00 percent in 2027 and 9.90 percent in 2028" , signaling no professional forecaster expects a return to 7.5% territory this cycle. https://tradingeconomics.com/united-states/youth-unemployment-rate - [2026-09-20] The Philadelphia Fed's Q3 2026 Survey of Professional Forecasters shows the median outlook for the broad (16+) unemployment rate ticking only slightly, with forecasters expecting "the unemployment rate to average from 4.2 percent to 4.3 percent over each of the next four years, marking small downward revisions from the previous estimates" — a labor market view with no hint of the kind of rapid loosening needed to pull youth unemployment down ~2.4 points in two months. https://www.philadelphiafed.org/surveys-and-data/real-time-data-research/spf-q3-2026 - [2026-06-01] A New York Fed research note gives a structural reason the youth rate stays elevated rather than mean-reverting quickly: "The expansion of remote work accounts for 64% of the rise in youth unemployment, according to research by the Federal Reserve Bank of New York" , a secular labor-demand shift unlikely to reverse within two monthly readings. https://www.cnbc.com/2026/06/01/remote-work-youth-unemployment-new-york-fed.html - [2026-06-01] That same research found the unemployment rate for young college graduates — a bellwether of entry-level hiring — "swelled to 5.6% in March 2026 from 3.6% in March 2019" , underscoring a multi-year deterioration in youth labor demand rather than a transient blip poised to reverse. https://www.cnbc.com/2026/06/01/remote-work-youth-unemployment-new-york-fed.html - [2026-10-05] Historically the SA series has only touched the 7.5% region once since 2023: "youth unemployment ranged from a high of 10.6 percent in August and November 2025 to a low of 7.4 percent in May 2023 and January 2024" — meaning even the best labor-market conditions of the past three years barely dipped below 7.5%, a bar the current 8.5%–9.9% band sits far above. https://www.statista.com/statistics/217448/seasonally-adjusted-monthly-youth-unemployment-rate-in-the-us/ - [2026-09-25] A risk-tracker's probabilistic read on the next funding cliff estimates "the odds of a federal government shutdown starting between December 12 and December 31, 2026 at 24 percent" — notably this window falls after the market's Dec 4 close and after the Nov 6/Dec 4 BLS releases, so even this non-trivial shutdown risk does not threaten data availability for the remaining 2026 Employment Situation releases that matter to this contract. https://www.thepoliticalgroup.com/forecasts/will-the-government-shut-down-in-december-2026 - [2026-09-02] Current government funding, per the Continuing Appropriations and Extensions Act, 2027, runs "Rather than setting new budget numbers, it simply extends what's already in place for a set period of time, in this case through December 11, 2026" , confirming both the November 6 and December 4 Employment Situation releases fall within a funded window with no scheduling disruption currently anticipated. https://govtschemes.org/government-shutdown-2026-update/ - [2026-10-05] A one-month-margin-of-error note on the series is instructive on volatility limits: a tracker observed that the August-to-July move was "It was 8.5% in July 2026, a one-month move within the survey's margin of error for this age group" , implying normal monthly noise is on the order of 0.5–0.6 points, far smaller than the ~1.0–2.4 point drop needed from September's 9.9% to clear 7.5% in either of the two remaining releases. https://americandefault.org/indicators/youth-unemployment-rate-16-24/ - [2026-10-02] BLS's own age-disaggregated data (Table A-10, last modified Oct 2, 2026) shows both the 16–19 and 20–24 sub-components running far above the needed threshold, with teens (16–19) especially elevated, confirming the composite 16–24 rate is unlikely to see an across-the-board drop of the required magnitude in just two more data points. BOTTOM LINE: No forecaster, model, or structural trend identified points to the 16–24 SA unemployment rate falling anywhere near 7.5% in the two remaining 2026 releases (Nov 6 and Dec 4); Trading Economics explicitly projects a further rise to ~10% this quarter, professional forecasters see no broad labor-market loosening, and normal month-to-month volatility (roughly half a point) is far too small to close the ~1–2.4 point gap from September's 9.9% reading — strongly favoring NO. NOT FOUND: No evidence of any imminent policy shock, BLS methodology revision, or one-off seasonal effect that could plausibly produce a 2+ point single-month drop in this series before the market's Dec 4 close; no economist or market consensus forecast specifically targeting the 16-24 cohort below 7.5% for Oct/Nov 2026 data.
3. Forecasters 5 draws · Opus 5.5 + GPT-6 Astra + GPT-5.6 Sol · plain mean · re-drawn after crux research
crux research
The first round disagreed: the draws' mean 0.08 sits 0.17 from the same-question market "this kalshi market" at 0.25. One more research loop went after the crux and every draw below was redone with its report.
first-round draws: 4%, 4%, 10%, 10%, 11% · crux loop: 5 searches, 1 page reads
report: crux
CRUX: The decisive fact is whether a single-month move of roughly 2.4+ percentage points (needed to take the series from its current 9.9% reading below the 7.5% threshold) is statistically plausible for LNS14024887 in either of the two remaining 2026 releases (Oct-data/Nov 6, Nov-data/Dec 4), given the series' actual sampling noise and recent volatility — versus treating Kalshi's ~25% last price as informative. - Oct 2, 2026: FRED's official series shows Mar 2026: 8.5, Feb 2026: 9.5, Jan 2026: 8.9, Dec 2025: 10.4, Nov 2025: 10.6 and the most current observation is Jan 1948 to Aug 2026 -era data updated to show September 2026 at 9.9%, with the preceding months at 8.5 (in a related FRED graph showing "Sep 2026: 9.9... Aug 2026: 9.1, Jul 2026: 8.5, Jun 2026: 9.2, May 2026: 9.4"). - The 2026 range to date (Jan–Sep) is roughly 8.5%–9.9%, confirming all forecasters' baseline reading; the next release is dated Nov 6, 2026. - The one sizable single-month drop in the recent data — Dec 2025 (10.4%) to Jan 2026 (8.9%), a 1.5-point decline — coincides with the January CPS population-control/seasonal revision. BLS's youth-specific release notes that Beginning in January of each year, data reflect revised population controls used in the CPS , meaning that swing is a known statistical artifact of annual rebenchmarking, not a sign of normal month-to-month volatility — and no such revision event falls in the Nov 6 or Dec 4 releases. - BLS's official reliability documentation states that CPS subgroup estimates carry real sampling noise: for teenage (16-19) unemployment, a 2017 analysis found these measures of reliability show quite large confidence intervals for some measures from the household survey... a 90% confidence interval for the change in the unemployment rate for teenagers is ±1.59 percentage points . The 16-24 group is larger than the teen-only subgroup, so its standard error should be somewhat smaller, but this confirms the broad magnitude of plausible monthly noise is on the order of ~1–1.5 points at 90% confidence, not 2.4+. - BLS's general reliability framework notes that at a national unemployment rate near 6%, the 90-percent confidence interval for the monthly change in unemployment about +/- 0.3 percentage point ; subgroup rates like youth have much wider intervals, but still far short of 2.4 points based on the teen benchmark above. - Current broader labor-market context (Sept 2026 overall unemployment 4.2%): Both nonfarm payroll employment (+29,000) and the unemployment rate (4.2 percent) changed little in September , and The unemployment rate has remained in a narrow range of 4.1 percent to 4.3 percent since March — i.e., no sign of a sudden labor-market improvement that would independently pull youth unemployment sharply down in Oct/Nov. - BLS's own Summer Youth release (not seasonally adjusted, different series) showed July 2026 youth unemployment at 9.1%, "lower than the rate in July 2025 (10.8 percent)" — consistent with gradual, not abrupt, year-over-year improvement rather than a sudden multi-point drop. BOTTOM LINE: The evidence strongly favors the "No" / low-probability side of the disagreement. The required ~2.4-point one-month decline from the current 9.9% reading has no precedent in 2026 data outside the January seasonal-revision effect (which does not recur in the Nov 6 or Dec 4 releases), and BLS's own documented confidence intervals for youth/teen subgroups (~1–1.6 points at 90%) make a swing of that size a genuine statistical outlier, not a routine occurrence — supporting the lower-probability forecasters (4–10%) over anchoring near the Kalshi price of ~25%. NOT FOUND: An official BLS-published standard error specific to the 16-24 (combined) unemployment-rate series itself (only the narrower teenager subgroup's ±1.59pt figure was found); no evidence of any pending methodological, seasonal-adjustment, or population-control change scheduled for the Nov 6 or Dec 4 2026 releases that could mechanically produce an outsized one-month drop.
claude-opus-5-5 · high effort
72% conf
Yes 6%
No 94%
(0) Not resolved: all 2026 LNS14024887 readings exceed 7.5% (FRED, Oct 2: Jan 8.9 through Sep 9.9); Yes needs the Nov 6 or Dec 4 release below 7.5%. (a) Two releases remain before the Dec 4 close, both funded through Dec 11. (b) Status quo is No: the rate sits in an 8.5-9.9% band and last printed 9.9%. (c) No: the rate stays near 9-10%, matching Trading Economics' ~10% Q4 projection, a flat 4.2% headline rate and structural youth weakness. (d) Yes: a ~2.5pt one-month sampling outlier, perhaps aided by holiday hiring. BLS teen intervals (~±1.6pt at 90%) and the fact that 2026's only big drop came from the January population-control revision make this roughly 3+ SD per month, about 3-6% across two draws. The 25% Kalshi price (19/22 spread, ~13 contracts/day) is illiquid and unsupported by any new information, so I discount it heavily, keeping slight weight on it and on unknowns.
claude-opus-5-5 · high effort
80% conf
Yes 4%
No 96%
(0) Not met: every 2026 FRED reading of LNS14024887 is 8.5–9.9%, with September at 9.9%. (a) Two releases remain: Nov 6 (Oct data) and Dec 4 (Nov data); funding runs through Dec 11, so disruption risk is low. (b) Status quo is No; a sub-7.5% print needs a ~2.5-point one-month drop from 9.9%, or ~1.8 points below the 2026 average of ~9.2%. (c) No: Oct/Nov print in the usual 8.5–10% band, consistent with Trading Economics' ~10% Q4 projection and a headline rate stuck at 4.1–4.3%. (d) Yes needs a sampling-noise outlier; BLS's 90% CI for monthly teen change is ~±1.6 points and tighter for 16–24, and the only recent large drop (Dec→Jan, −1.5) coincided with population-control revisions that do not recur in Nov/Dec. A ~3–4 sigma move across two draws is ~2–4%. Kalshi's 25% (bid 19, ask 22) sits on ~13 contracts/day and looks like a thin-market long-shot premium, not information, so I fade it to ~4%.
gpt-6-astra · high effort
76% conf
Yes 10%
No 90%
The condition is neither already met nor impossible: FRED's October 2 update for LNS14024887 reports September at 9.9%, and all supplied observations covering eligible releases remain above 7.5%. There are 60 days until the final scheduled eligible release on December 4, with only November 6 and December 4 remaining; the January 2027 release is explicitly excluded. I anchor on Kalshi's reported 25% Yes price, although its lower 19%–22% executable quotes and approximately 13 contracts of daily volume weaken that last-price signal. I reduce Yes to 10% because the latest official reading and two-release limit appear underweighted: reaching a displayed 7.4% requires a cumulative 2.5-percentage-point decline from September. BLS's historical teenage monthly-change 90% confidence interval of ±1.59 points supports treating such a move as unusual, but it is not a direct volatility estimate for the combined 16–24 series and does not rule out a decline spread over two months. The status quo resolves No, as would a modest improvement that leaves both remaining readings around 8.5%–10%. A Yes scenario combines reversal of September's elevated estimate with unusually favorable sampling, stronger hiring or declining youth participation, producing one qualifying seasonally adjusted print. Settlement depends on the eligible BLS releases rather than unadjusted holiday hiring or a later FRED revision, so source-vintage differences remain a risk, while the missing combined-group sampling estimate limits confidence in the precise tail probability.
gpt-6-astra · high effort
74% conf
Yes 9%
No 91%
Neither outcome is settled: FRED's October 2 update for the specified seasonally adjusted series shows September at 9.9%, and all supplied post-issuance observations exceed 7.5%. About 60 days remain until the final eligible December 4 release, with only November 6 and December 4 still scheduled; January 2027 is explicitly excluded. If conditions remain unchanged, No wins, and even a substantial retreat toward July's 8.5% would still produce No. I anchor on Kalshi's 25% Yes price but reduce it to 9%, judging that the latest elevated reading and just two remaining opportunities are underweighted, particularly given only 13 contracts of average daily volume and a quoted 19–22% spread below the reported price. Supporting that adjustment, the follow-up's BLS reliability evidence gives a teenage monthly-change 90% confidence interval of approximately ±1.59 percentage points, making the 2.5-point decline needed to reach a displayed 7.4% an unusually large move, although this is not a direct estimate for ages 16–24. A Yes scenario combines favorable sampling variation with unexpectedly strong youth hiring or labor-force exits, potentially through two successive declines rather than one enormous monthly drop. I retain meaningful tail probability because the combined group's exact sampling error is unavailable, sampling uncertainty does not capture all economic volatility, and the research does not establish that January's large decline was caused by population-control revisions. Resolution depends on a qualifying BLS seasonally adjusted print, not unadjusted holiday hiring or a later FRED-only revision, leaving a small additional source-vintage uncertainty.
gpt-5.6-sol · high effort
76% conf
Yes 8%
No 92%
(0) The condition has not been met or become impossible: FRED series LNS14024887 shows every relevant 2026 reading above 7.5%, most recently 9.9% for September on October 2, so an October or November reading released in 2026 must still print below 7.5%. (a) About 60 days remain until the December 4 close, with only the November 6 and December 4 Employment Situation releases left. (b) If the current level and trend persist, the contract resolves No; the 2026 low is 8.5%, and the latest reading is 2.5 percentage points above the highest qualifying one-decimal print of 7.4%. Kalshi's 25% Yes price is the anchor, but I move substantially lower because the market is thin, BLS reliability evidence indicates even the narrower and noisier teen subgroup has a roughly ±1.59-point 90% interval for monthly changes, and the recent 1.5-point drop coincided with January rebenchmarking that will not recur before close. (c) In the No scenario, youth unemployment remains near its 2026 range or declines only gradually across the two remaining reports, consistent with Trading Economics' approximately 10% Q4 forecast and the stable 4.1%–4.3% headline unemployment range. (d) Yes requires an unusually favorable two-month decline or an extreme sampling and seasonal-adjustment draw, potentially aided by holiday youth hiring, that produces at least one 7.4% or lower reading by December 4.
4. Final plain mean of 5 draws · second round
7% (76% confidence)
Yes: 7% No: 93%
Mean of 5 draws (0.06, 0.04, 0.10, 0.09, 0.08) after one crux research pass. (0) Not resolved: all 2026 LNS14024887 readings exceed 7.5% (FRED, Oct 2: Jan 8.9 through Sep 9.9); Yes needs the Nov 6 or Dec 4 release below 7.5%. (a) Two releases remain before the Dec 4 close, both funded through Dec 11. (b) Status quo is No: the rate sits in an 8.5-9.9% band and last printed 9.9%. (c) No: the rate stays near 9-10%, matching Trading Economics' ~10% Q4 projection, a flat 4.2% headline rate and structural youth weakness. (d) Yes: a ~2.5pt one-month sampling outlier, perhaps aided by holiday hiring. BLS teen intervals (~±1.6pt at 90%) and the fact that 2026's only big drop came from the January population-control revision make this roughly 3+ SD per month, about 3-6% across two draws. The 25% Kalshi price (19/22 spread, ~13 contracts/day) is illiquid and unsupported by any new information, so I discount it heavily, keeping slight weight on it and on unknowns.
5. Entry Decision Opus 5.5 trader
Side
no
Position Size
$1,000
Contracts
1235
Trader Confidence
76%
Trade rationale
This bets with the favourite: the forecast (7.4%) and the market (21%) both put YES below 50%, so we are siding with NO, the favoured outcome, and that is the book's profitable type of trade. The reason is concrete and checkable. Every 2026 reading of the 16-24 seasonally adjusted rate has been above 7.5% (8.5-9.9% range), and September printed 9.9%. YES needs the Nov 6 or Dec 4 release to drop about 2.4 points in a single month. That is roughly 3 standard deviations given BLS sampling error, and the year's only big drop came from January's population-control revision. All five ensemble draws sit between 4% and 10% (6pp spread), forecaster confidence is 0.76, and the 21% price looks thin and stale rather than informed. The book has no prior position on this market and no youth-unemployment exposure among the listed positions, so it doesn't stack correlated risk.
Allocation logic
Even at a 13.6pp edge I'm keeping this at the baseline $1000 because the book is thin: only $120 of NO-side liquidity sits within 5c, and $1000 fills at about 0.829 (1.9pp slippage). Against our ~0.926 NO probability that still leaves about 10pp of edge. Going to $1500 only worsens the fill to 0.833, but it doesn't justify the larger exposure on a market this illiquid.
Entry price: $0.81
Current: $0.83
Status: OPEN
P&L: $11.38
Pipeline Timing
Total pipeline time: 209.1s
Per-tool research timings shown in the Research section above.