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Will US unemployment reach at least 5.5% in 2026?
4%
Agent
7%
Market Price
-2.9%
Edge
83%
Confidence
205,407
Volume
1.0c
Spread
136
Days to resolution
5
Markets in event
final rationale
Mean of 5 draws (0.04, 0.03, 0.03, 0.05, 0.06). August 2026 U-3 is 4.1% (BLS, released 2026-09-04), flat-to-declining all year (4.1-4.4% range), so a Yes requires a ~1.4pp jump within the four remaining reference months — a pace seen only in the 2020 pandemic shock and late-2008 collapse. Initial claims (~200-217K), layoffs at a 4-year low, and the Sept FOMC SEP median of 4.3% show no incipient deterioration, and no mainstream forecaster projects above 4.7%. The Polymarket proxy anchor is 7.1% YES and trending down, but long-shot tail contracts are typically overpriced; I shade below it given the compressed window. Recession odds (10-49%) are not the binding constraint because even a recession starting in Q4 rarely lifts U-3 that fast.
price vs. prediction
market price
agent forecast at t+0
31 follow-ups
re-scan context
This market has been scanned before. Previous predictions:
| date | predicted | market price | confidence |
|---|---|---|---|
| 2026-09-06 | 4% | 7% | 82% |
1. Planner Fable 5.1 · Fermi decomposition + tool plan
Tools chosen:
polymarket_direct
resolution_source
fred
polymarket_related
kalshi_related
article_search
claude_news
code_execution
Sub-questions (Fermi decomposition)
- What is the most recent U-3 unemployment rate reported by BLS, and what has been its month-over-month trend over the past 12 months?
- What do the Fed's latest Summary of Economic Projections, CBO, and major bank/Blue Chip forecasts project for the 2026 unemployment rate, and what is the range/upper tail?
- What is the current probability of a US recession in 2026 according to forecasters and markets, and how large a rise in unemployment (Sahm rule) would a recession imply?
- What are labor market leading indicators showing (initial claims, continuing claims, payroll growth, JOLTS openings, layoff announcements) as of the latest data?
- Historically, how often does the unemployment rate rise by the amount needed to reach 5.5% within ~12-18 months from the current level, conditional on starting outside a recession?
- How are Polymarket's other unemployment threshold markets (5.0%, 6.0%, etc.) and Kalshi's unemployment markets priced, and is the ladder internally consistent?
Planner reasoning
This is a Polymarket macro question on whether U-3 unemployment prints >=5.5% in any 2026 reference month. Key drivers are the current unemployment level and trend (FRED UNRATE), Fed/SEP and private forecaster projections for 2026, recession probability, labor market leading indicators (claims, payrolls, JOLTS), and how the Polymarket/Kalshi markets price the unemployment threshold ladder. The resolution source is BLS empsit, so I should check the latest release directly.
2. Research Parallel tool calls
| tool | status | time | items | summary |
|---|---|---|---|---|
| polymarket_direct | OK | 1.1s | 1 | ## This Market's Polymarket Data **Will US unemployment reach at least 5.5% in 2026?** - Current price (probability): 7.10% - 7-day price change: -2.85% - 30-day price change: -0.10% - Total volume: $205,407 (USD notional) - Price range: 5.05% - 14.10% - Data points: 90 days |
| resolution_source | OK | 4.2s | 1 | already_resolved=no; matches_criteria=True; last_updated=August 2026 data, released September 4, 2026. The August 2026 Employment Situation report (released September 4, 2026) shows the U-3 unemployment rate unchanged at 4.1 percent, with no indication of any 2026 month reaching 5.5% so far. |
| fred | OK | 2.6s | 6 | Fetched 6 FRED series (lookback=730d). |
| polymarket_related | OK | 0.5s | 18 | Polymarket search over 3 keyword(s), kept 18 matches. keyword 'unemployment': 8 markets | keyword 'recession 2026': 3 markets | keyword 'jobs report': 7 markets |
| kalshi_related | OK | 3.0s | 1 | 1 related markets / summaries. keyword 'unemployment rate': ok | keyword 'recession': no matches | keyword 'jobs': no matches |
| article_search | OK | 0.7s | 23 | Fetched 23 unique articles across 4 queries (lookback=45d). 'unemployment rate forecast 2026': 10 articles | 'Fed Summary of Economic Projections unemployment 2026': 10 articles | 'US labor market layoffs jobless claims': 10 articles | 'recession probability 2026 economists': 10 articles |
| claude_news | OK | 22.0s | 13 | ## Key Findings - **Latest BLS data (August 2026):** The unemployment rate was unchanged at 4.1 percent in August, the U.S. Bureau of Labor Statistics reported , with the number of unemployed people changed little at 7.0 million . (bls.gov) - **Trajectory through 2026 was choppy but not near 5.5 |
| code_execution | OK | 95.8s | 0 | **Methodology note:** Built an approximate monthly U-3 unemployment path (from recalled BLS/NBER history) for 14 historical episodes where the U.S. was in a non‑recession month with unemployment between 4.0%–4.7% (e.g., 1955, 1957, 1965/66, 1973, 1997, 1999/2000, 2006/07, 2017/18/19, 2021). For each |
3. Evidence Brief Sonnet 5 · 7326 chars
# Current state
As of the August 2026 Employment Situation Report (released 2026-09-04), the seasonally adjusted U-3 unemployment rate is 4.1%, unchanged from July. No month in 2026 has come close to the 5.5% threshold; the rate has ranged 4.1%-4.4% all year. Four months of 2026 data (Sep-Dec) remain unreported, but the resolving condition ("any month ≥5.5%") is currently unmet and would require an unprecedented, rapid deterioration.
# Timeline of key events
- 2025-11: U-3 at 4.5% (FRED, confirmed)
- 2025-12: U-3 at 4.4% (FRED, confirmed)
- 2026-01: U-3 at 4.3% (FRED, confirmed)
- 2026-02: U-3 at 4.4% (FRED, confirmed)
- 2026-03: Goldman Sachs raises recession odds to 30% from 25% amid oil-shock/tariff scare; forecasts peak unemployment of 4.6% by Q3 2026 (Fortune/TheStreet, reported)
- 2026-03: FOMC March SEP: median participant projects unemployment averaging 4.4% in Q4 2026 (FRED Blog, confirmed)
- 2026-03: U-3 at 4.3% (FRED, confirmed)
- 2026-04/05: U-3 at 4.3% both months (FRED, confirmed)
- 2026-06: U-3 at 4.2% (FRED, confirmed); improvement partly attributed to labor-force dropout (Yahoo/Goldman, reported)
- 2026-07: U-3 at 4.1%, "disappointing" jobs report with weak payroll growth despite falling jobless rate (CNBC, confirmed)
- 2026-08: FOMC September SEP revises median 2026 unemployment projection to 4.3% (RBC, reported)
- 2026-09-04: August 2026 Employment Situation Report released — U-3 unchanged at 4.1% (BLS, confirmed)
# Event
Will the U-3 unemployment rate for any 2026 reference month (Jan-Dec, as reported by BLS) reach ≥5.5%?
# Outcomes to forecast
Yes / No
# Kalshi market anchor
No direct Kalshi price was returned for this specific ticker; only a tangentially related 2036 market was found (KXU3EOY-37JAN09-T9.0, 21% YES, thin volume). Polymarket's identical-question market (same ticker/description) is the best available anchor: **7.1% YES**, down from a 90-day high of 14.1%, 7-day trend -2.85%, 30-day trend roughly flat, on $205K volume.
# Resolution source
BLS Employment Situation page (bls.gov/bls/news-release/empsit.htm) — status quo confirms August 2026 U-3 at 4.1%, released 2026-09-04. Market not yet resolved; no month in 2026 has met the ≥5.5% criterion through the latest available data. September-December 2026 reports not yet fetched/available.
# Sub-question answers
1. **Latest U-3 and 12-month trend** — Latest: 4.1% (Aug 2026, BLS/FRED). Trend: 4.5%(Nov25)→4.4%(Dec25)→4.3%(Jan26)→4.4%(Feb26)→4.3%(Mar-May26)→4.2%(Jun26)→4.1%(Jul-Aug26) — essentially flat-to-slightly-declining, no acceleration (FRED).
2. **Fed SEP/bank forecasts** — March 2026 FOMC SEP median: 4.4% Q4 2026; September 2026 SEP revised to 4.3% (RBC, FRED Blog). Goldman peak forecast 4.6% (Q3 2026); Morgan Stanley peak 4.7% (Q2 2026). No mainstream forecaster projects above 4.7% (claude_news synthesis).
3. **Recession probability & Sahm rule** — 2026 recession odds: JPMorgan 35%, Goldman 30% (up from 25%), Moody's/Zandi ~49% (could exceed 50% with oil shock); Polymarket "US recession by end of 2026" priced at 10.5% YES. A Sahm-rule-triggering rise (~0.5pp from 12-mo low) has NOT occurred; reaching 5.5% would require a further ~1.4pp rise from 4.1%, historically a recession-magnitude move.
4. **Leading indicators** — Initial claims stable ~200-217K weekly (Jun-Sep 2026, FRED/ICSA); continuing claims elevated but flat ~1.77-1.82M; JOLTS openings softened from ~7.6M (Apr) to 7.27M (Jul); payrolls growing slowly (~26K/month average Aug25-Jul26 vs 66K prior year, CNBC); layoffs at 4-year low (CNBC). Overall: soft but not deteriorating rapidly.
5. **Historical base rate** — Code-execution analysis of 14 historical non-recession episodes at 4.0-4.7% starting levels: only 28.6-35.7% reached a comparable +1.2-1.5pp rise within 12-18 months, and such rises almost always coincide with NBER recessions (1957, 1973, 2000, 2007). Non-recession plateaus (1965-66, 1997-2000, 2017-19, 2021) rarely showed such rises.
6. **Cross-market ladder consistency** — Polymarket ladder is monotonic and consistent: 5.0%→8.55% YES, 5.5%→7.1%, 6.0%→5.5%, 7.0%→4.75%, 10.0%→3.65%. Smooth decay with threshold, no arbitrage inversion evident.
# Key facts (high-confidence, factual)
1. [BLS/FRED] August 2026 U-3 = 4.1%, unchanged from July.
2. [FRED] 2026 U-3 range so far: 4.1%-4.4%, no month near 5.5%.
3. [RBC] FOMC Sept 2026 SEP median unemployment 4.3% for 2026.
4. [Polymarket] This exact market prices 7.1% YES (down from 14.1% high).
5. [Polymarket] Related 5.0% threshold priced 8.55% YES; 6.0% threshold 5.5% YES — consistent ladder.
6. [code_execution] Historical base rate for a 1.2-1.5pp rise within 12-18 months from a similar starting point: ~29-36%, but such rises are almost always recession-associated.
# Cross-market signals
- Kalshi related: only a distant 2036 market found; no direct 2026 Kalshi comparable retrieved.
- Polymarket: identical-ticket market at 7.1% YES; sibling threshold markets (5.0%/6.0%/7.0%/10.0%) form a coherent monotonic curve; "US recession by end of 2026" priced 10.5% YES.
- Sportsbook implied: N/A.
# Analyst opinions and speculation
- Goldman Sachs: recession odds raised to 30%; peak unemployment forecast 4.6% (Q3 2026).
- Morgan Stanley: peak 4.7% (Q2 2026), driven by slower job growth/reduced immigration-driven labor supply.
- Citigroup: expects rate to rise "above 4.5%" later in 2026, still well below 5.5%; sees 3 rate cuts by Jan 2027.
- Moody's/Zandi: recession odds ~49%, could cross 50% with oil-price shock — the most bearish mainstream voice, but even Zandi doesn't explicitly forecast 5.5%+ unemployment.
- No forecaster surveyed projects U-3 reaching 5.5% in 2026.
# Directional lean per outcome
- **Yes (≥5.5%)**: Requires a sudden, unmodeled shock (oil, geopolitical, financial) triggering recession-magnitude job losses in remaining Sep-Dec 2026 reports. Current trajectory (4.1%, flat/declining) and all professional forecasts (max 4.7%) argue strongly against. Historical base rate for such a rise from similar starting points is ~30-40%, but almost exclusively conditional on recession — and recession odds for 2026 cluster 10-49% across sources, with the resolving window (only 4 months left) sharply limiting time for realization even if recession begins.
- **No (<5.5%)**: Favored by actual 2026 data (4.1-4.4% range all year), declining trend into Aug 2026, low recession-market pricing (10.5% Polymarket), soft-landing narrative from Fed/banks, and low layoff rates. Strongly favored outcome.
# Gaps / unknowns
- September-December 2026 BLS reports not yet available/fetched — resolution incomplete for full year.
- No direct Kalshi YES price retrieved for this specific ticker (only Polymarket price used as anchor).
- Zandi's 49% recession probability is an outlier vs. Goldman/JPMorgan (30-35%); unclear which is more credible currently.
# Calibration anchors
- Polymarket YES price (proxy anchor): 7.1%, trending down.
- Actual 2026 data through August: 4.1-4.4%, no signs of approaching 5.5%.
- Historical precedent: reaching 5.5% from a 4.1% base within remaining months is essentially a recession-onset event; recession probability estimates for 2026 range ~10-49%, but even recession scenarios take months to fully show up in U-3, limiting Yes probability further given only 4 reporting months remain.
4. Forecasters 5 draws · Fable 5.1 + GPT-5.6 Sol
claude-fable-5-1
85% conf
| Yes | 4% |
| No | 96% |
August 2026 U-3 is 4.1% (BLS, released 2026-09-04), flat-to-declining all year (4.1-4.4% range), so a Yes requires a ~1.4pp jump within the four remaining reference months — a pace seen only in the 2020 pandemic shock and late-2008 collapse. Initial claims (~200-217K), layoffs at a 4-year low, and the Sept FOMC SEP median of 4.3% show no incipient deterioration, and no mainstream forecaster projects above 4.7%. The Polymarket proxy anchor is 7.1% YES and trending down, but long-shot tail contracts are typically overpriced; I shade below it given the compressed window. Recession odds (10-49%) are not the binding constraint because even a recession starting in Q4 rarely lifts U-3 that fast.
claude-fable-5-1
86% conf
| Yes | 3% |
| No | 97% |
August 2026 U-3 is 4.1% (BLS, released 2026-09-04), with the 2026 range at 4.1-4.4% and a flat-to-declining trend; only Sep-Dec reports remain. Reaching 5.5% requires a +1.4pp jump within four months, a move that outside the 2020 COVID shock has essentially never occurred even during recession onsets (e.g., late-2008 rose ~1.2pp over the same span at the depth of the GFC). No forecaster projects above 4.7%, the Sept FOMC SEP median is 4.3%, initial claims are stable at ~200-217K, and layoffs are at a 4-year low. The Polymarket proxy anchor is 7.1% YES and trending down; given the time-window constraint I discount below the anchor, leaving a small tail for an unmodeled catastrophic shock or data anomaly.
claude-fable-5-1
82% conf
| Yes | 3% |
| No | 97% |
August 2026 U-3 is 4.1% and has ranged 4.1-4.4% all year with a flat-to-declining trend; reaching 5.5% would require a ~1.4pp jump within the four remaining reference months (Sep-Dec), a move seen historically only in the depths of the 2008 financial crisis or the 2020 COVID shock. Leading indicators (initial claims ~200-217K, layoffs at 4-year low, continuing claims flat) show no acceleration, and no mainstream forecaster projects above 4.7%. The Polymarket anchor at 7.1% YES (trending down) likely embeds long-shot premium given the compressed window; I discount to ~3% to reflect only tail-risk from a sudden severe shock.
gpt-5.6-sol
82% conf
| Yes | 5% |
| No | 95% |
The 7.1% Polymarket YES price is the best available consensus anchor, but the evidence supports a modest downward adjustment. August unemployment was only 4.1% after a flat-to-declining 2026 trend, so reaching 5.5% in the four remaining reference months would require an exceptionally rapid 1.4-point increase. Fed and bank forecasts peak at 4.3%-4.7%, while stable claims, low layoffs, and the absence of a Sahm-rule trigger show no recession-scale deterioration underway. A sudden severe shock remains possible, but the short remaining window makes even a late-2026 recession unlikely to lift measured U-3 to the threshold in time.
gpt-5.6-sol
79% conf
| Yes | 6% |
| No | 94% |
The 4.1% August reading and flat-to-declining 12-month trend point toward No because reaching 5.5% in four remaining months requires an abrupt 1.4-point increase. Fed and bank forecasts topping out around 4.3%-4.7%, alongside stable claims and low layoffs, also point toward No despite weak payroll growth. Historical evidence indicates a rise of this magnitude is generally recession-associated, while the recession market is only 10.5% and even a late-2026 recession may not lift U-3 quickly enough. I place Yes slightly below the 7.1% Polymarket proxy anchor because the latest BLS reading, leading indicators, and shortened remaining window provide specific downside evidence.
6. Final plain mean of 5 draws
4%
(83% confidence)
Yes: 4%
No: 96%
Mean of 5 draws (0.04, 0.03, 0.03, 0.05, 0.06). August 2026 U-3 is 4.1% (BLS, released 2026-09-04), flat-to-declining all year (4.1-4.4% range), so a Yes requires a ~1.4pp jump within the four remaining reference months — a pace seen only in the 2020 pandemic shock and late-2008 collapse. Initial claims (~200-217K), layoffs at a 4-year low, and the Sept FOMC SEP median of 4.3% show no incipient deterioration, and no mainstream forecaster projects above 4.7%. The Polymarket proxy anchor is 7.1% YES and trending down, but long-shot tail contracts are typically overpriced; I shade below it given the compressed window. Recession odds (10-49%) are not the binding constraint because even a recession starting in Q4 rarely lifts U-3 that fast.
Pipeline Timing
Total pipeline time: 167.9s
Per-tool research timings shown in the Research section above.