Young software developer job decline is self-correcting and has reversed in recent months.
Predictor: Alex Wissner-Gross · ep#248 "Sam Altman's Attack, Amazon vs. Starlink, and What Opus 4.7 Actually Means | #248" · source
Prediction text
Young software developer job decline is self-correcting and has reversed in recent months. | I I think this has a habit of selfcorrecting And I've seen studies even over the past two to three weeks that suggest that this trend has reversed itself in the past few months.
Watch events: BLS employment reports; tech layoff trackers; Underemployment rate; Yang quarterly updates
Verbatim quote
I I think this has a habit of selfcorrecting And I've seen studies even over the past two to three weeks that suggest that this trend has reversed itself in the past few months.
Predictor: Alex Wissner-Gross
Calibration plot (stated vs observed)
Evidence about this node from Alex Wissner-Gross is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).
Reference class
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-05-01 → 2026-12-31pendingJunior software developer (0-3 yr exp) job postings on Indeed/LinkedIn rise YoY for 3 consecutive monthsHow: Indeed Hiring Lab or LinkedIn Workforce Report shows entry-level software-developer postings (0-3 years experience) up year-over-year for 3 straight months.Source: https://www.joberty.com/blog/why-companies-are-quietly-rehiring-software-engineers-in-2026-ai-reality-check/conf 55%
- 2026-06-01 → 2027-06-30pendingBLS JOLTS Information sector job openings rebound above 2024 baselineHow: Bureau of Labor Statistics JOLTS data shows Information sector openings averaging above 2024 (~150K) for any rolling 3-month window.Source: https://www.rezi.ai/posts/entry-level-jobs-and-ai-2026-reportconf 45%
- 2026-06-01 → 2027-06-30pendingStack Overflow Developer Survey shows entry-level developer share stabilizing or risingHow: Stack Overflow annual Developer Survey reports the share of respondents with under 3 years of professional experience flat or higher than 2025 results.Source: https://stackoverflow.blog/2025/12/26/ai-vs-gen-z/conf 50%
- 2026-05-01 → 2027-08-31pendingSalesforce hires 1,000 new-grad software/AI engineers as Benioff committedHow: Salesforce confirms via press release or SEC filing it has hired 1,000 new graduates (matching Benioff April 2026 commitment), with software/AI engineering as a named cohort.Source: https://fortune.com/2026/04/27/salesforce-ceo-marc-benioff-hiring-1000-new-grads-ai-jobs/conf 60%
- 2026-06-01 → 2027-12-31pendingFederal Reserve or BLS publishes follow-on study reaffirming AI-not-driving-junior-dev declineHow: FRBSF, FRBNY, or BLS publishes new working paper or report finding AI adoption does not explain entry-level software-developer hiring decline (extending the existing Federal Reserve finding).Source: https://stanfordreview.org/the-class-of-2026-is-struggling-to-find-jobs-and-its-not-because-of-ai/conf 55%
- 2027-09-01 → 2029-12-31pendingCascade: CS undergrad enrollment growth resumes (>=2% YoY) after 2024-25 dipHow: Computing Research Association Taulbee Survey or NCES IPEDS shows CS bachelors-track enrollment up at least 2% year-over-year, reversing the post-AI-boom decline.Source: https://spectrum.ieee.org/ai-effect-entry-level-jobsconf 45%
What if this resolves?
Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"
Evidence chain
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 247_058 Jury selection begins April 27, 2026 for Musk v OpenAI trial — Peter Diamandis | 71.4% | 0.450 | 0.050 | -0.037 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.450 | 0.050 | -0.027 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.450 | 0.050 | -0.022 |
| killer | TK04 Macro Recession 2026-27 (Structural Deleveraging) | 25.0% | 0.050 | 0.450 | -0.019 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.450 | 0.050 | -0.014 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (7)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 247_058 | Jury selection begins April 27, 2026 for Musk v OpenAI trial | AI | — |
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | AI | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| prereq | SEM_042 | 2025 will be the definitive year that agentic systems finally hit the mainstream. | AI/Agents | — |
| killer | TK04 | Macro Recession 2026-27 (Structural Deleveraging) | — | — |
| killer | TK07 | Labor Political Backlash (UBI Mandate / AI Tax) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Raw metadata
{
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"url": "https://www.youtube.com/watch?v=LVvleNtllPk",
"mode": "PREDICTION",
"role": "Host",
"context": "this has a habit of selfcorrecting And I've seen studies even over the past two to three weeks that suggest that this trend has reversed itself",
"to_year": 2026,
"verbatim": "I I think this has a habit of selfcorrecting And I've seen studies even over the past two to three weeks that suggest that this trend has reversed itself in the past few months.",
"conv_cues": "I think",
"direction": "UP",
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{
"kind": "event",
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},
{
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"label": "Junior software developer (0-3 yr exp) job postings on Indeed/LinkedIn rise YoY for 3 consecutive months",
"source": "https://www.joberty.com/blog/why-companies-are-quietly-rehiring-software-engineers-in-2026-ai-reality-check/",
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},
{
"kind": "llm_pre_event",
"label": "BLS JOLTS Information sector job openings rebound above 2024 baseline",
"source": "https://www.rezi.ai/posts/entry-level-jobs-and-ai-2026-report",
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},
{
"kind": "llm_pre_event",
"label": "Sta
... (truncated)