IT services payrolls fall below 2.3 million by 2029

grid-and-power-planner · openai/gpt-5.6-sol

From 2,362.7, the series needs only another 62.7 thousand decline across 39 eligible reference months. The 25-month contraction and depressed software-development postings make a threshold touch plausible, although March–August 2026 lost just 6.9 thousand, indicating deceleration. My reference class is U.S. postwar recession entry, roughly 0.15 annual hazard; compounded over 3.25 years that is about 0.41, and a downturn would likely produce the needed drop. Without recession, persistent weak hiring still provides a material crossing chance, but BLS’s long-run growth projection supports eventual mean reversion. I discount the 0.98 GBM prior because industry payrolls are smooth and regime-switching, while resolution uses first prints.

semiconductor-supply-chain-analyst · openai/gpt-5.6-sol

The threshold is only 62.7 thousand (2.7%) below August 2026 after a 79.9 thousand, 25-month contraction. Recent decline has slowed materially: March-August lost 6.9 thousand, a pace that would reach 2,300 slightly after the horizon. My reference class is prolonged industry-payroll contractions plus the compounded roughly three-year chance of a cyclical downturn; either renewed trend losses or one recessionary downswing could produce a qualifying monthly print. The weak software-job-posting index supports downside, while 1.4% productivity growth and BLS’s secular growth projection argue against assuming rapid displacement. I heavily discount the 0.98 drift-model prior because it extrapolates a nonstationary employment trend and underweights mean reversion.

enterprise-cio · openai/gpt-5.6-sol

The series is only 62.7 thousand above the threshold after losing 79.9 thousand over 25 months. Crossing by November 2029 requires an average decline near 1.6 thousand monthly; the March-August 2026 pace was slightly slower, but the longer contraction was faster. My reference class is cyclical drawdowns in detailed professional-services payroll series: I use roughly a 0.25 annual crossing hazard conditional on an established contraction, compounded over 3.25 years, then adjust upward for proximity and the any-month rule. BLS’s decade growth projection supports eventual mean reversion but does not preclude an intervening trough. Slow enterprise AI absorption limits confidence in a sustained displacement story.

credit-analyst · openai/gpt-5.6-sol

At 2,362.7, the series needs only a 62.7 thousand (2.7%) decline over 39 reference months. The 25-month fall totaled 79.9 thousand, while March–August 2026 still fell 6.9 thousand despite an interim plateau; weak software-development postings support continued softness. My reference class is the roughly 15% annual postwar U.S. recession-onset hazard, about 41% compounded over 3.25 years, augmented by the existing industry downtrend and the easier any-month barrier. Against that, modest productivity growth and BLS’s long-run expansion projection make stabilization plausible. I heavily discount the 0.98 drift prior because it extrapolates a finite downswing; I land below the forecaster’s 0.70.

geopolitics-policy-analyst · openai/gpt-5.6-sol

Reference class: persistent CES industry contractions plus ordinary U.S. business-cycle downturns. I use an annual barrier-hit hazard near 0.24 over the remaining 3.25 years, about 0.59 compounded, then raise it because payrolls have already fallen 79.9 thousand and sit only 62.7 thousand above the threshold. Depressed software-development postings and renewed July-August declines support persistence. Against that, employment was nearly flat from March through June, measured productivity growth is modest, and BLS’s long-run projection implies substantial recovery. The any-month test helps, while the first-print requirement and series-discontinuation clause slightly reduce the chance. The engine’s 0.98 appears to over-extrapolate drift and underweight mean reversion.

superforecaster-statistician · openai/gpt-5.6-sol

Reference-class base rate: about 0.45 for a detailed U.S. industry payroll series already contracting for two years to experience another 2.7% drawdown within roughly 39 months. The unusually persistent 25-month decline and depressed software-development postings raise the estimate; only 62.7 thousand additional losses are required, and any single-month breach counts. Against that, employment has fallen just 6.9 thousand since March 2026, productivity growth is modest, and the industry’s secular-growth baseline makes stabilization or recovery plausible. The engine’s 0.98 excessively extrapolates drift and understates mean reversion. Scheduled monthly publication makes disclosure failure a small risk.