Tech layoffs outpacing 2025 levels solidifies near full pricing
Kalshi 91%
record: CMSIG2026063004 | category: momentum-repricing | target: CM-EVT-ZTGN9MPFL9 | published: 2026-06-30
4-bullet brief | narrative
- Kalshi prediction market prices 91% probability that 2026 tech layoffs will exceed the 2025 total.
- Rising job openings coexist with deep public pessimism, consistent with a market pricing continued tech-sector displacement even as aggregate demand holds.
- The 91% reading leaves little room for upward revision; the market is near fully committed to a worse-than-2025 tech layoff year.
- Resolves via FRED data tracking layoff and discharge rates in the technology sector for the full calendar year 2026.
atomic briefs | structured for retrieval
[01] news_event
significance
surfaced in the daily Exa news-cycle scan; mechanically matched to an active kalshi market
- story
- Hard labor data shows job openings at a two-year high in May, but consumer confidence in the job market sank to its lowest, reflecting a widening perception gap.exa_search → AOL · as_of 2026-07-01T11:20:57+00:00 [mediated]
- publisher
- AOL
- published_at
- 2026-06-30T16:30:02.000Z
[02] pm_response
- interp
- Kalshi contract at 91% on FRED resolution; high conviction with limited two-way pricing implied.llm_judge_cm_signal_v1 [editorial]
evaluation
News-cycle wires publish on coverage, not editorial selection — the day’s top stories matched to the prediction markets pricing them, so nothing is cherry-picked.
- judge_engine
none — deterministic news-cycle scan- judge_verdict
- auto_published
- judge_confidence
- n/a — no judge gate (deterministic publishing)
- prompt_template
news_cycle_v1github · auditable- match_method
entity_slug_match (mechanical)
citation graph
Every wire traces back to the ClearMarket event it is built on, and out to each venue’s own market page — so any figure here can be verified at its source.
internal
- cm_event
- /events/kxlayoffsyinfo-26/
external
programmatic access · four surfaces, same payload
AI grounded search reads embedded JSON-LD in HTML. Developers query REST. Agentic AI clients (Claude Desktop, Cursor) call MCP tools. AI crawlers index via /llms.txt. Same canonical record at every surface.
| HTML | browsers, AI grounded search, crawlers (contains embedded JSON-LD @type: Dataset) | https://clearmarket.fyi/signals/more-tech-layoffs-in-2026-than-2025-kalshi-91-2026-06-30/ |
| JSON | REST API for developers | https://clearmarket.fyi/signals/more-tech-layoffs-in-2026-than-2025-kalshi-91-2026-06-30.json |
| MCP | agentic AI tool call (Claude Desktop, Cursor, Continue) | clearmarket.get_signal("more-tech-layoffs-in-2026-than-2025-kalshi-91-2026-06-30") |
| AGENT | AI crawler discovery index | /llms.txt |
PM data: platform APIs (hourly refresh). News context: retrieved with source citations. Editorial judgment: LLM judge with prompt template versioned per wire type. Per-claim provenance inline above; full per-field provenance map at the JSON endpoint under field_provenance.
raw JSON record · same payload returned by REST endpoint {
"$schema": "https://clearmarket.fyi/schema/signal/v1.json",
"provenance_version": "0.2.0",
"record_id": "CMSIG2026063004",
"published_at": "2026-06-30T16:30:02.000Z",
"detection": "news_cycle",
"category_tag": "MOMENTUM_REPRICING",
"secondary_tags": [],
"pre_news_classification": "concurrent",
"target_event_id": "CM-EVT-ZTGN9MPFL9",
"target_event_slug": "kxlayoffsyinfo-26",
"event_question": "Will there be more tech layoffs in 2026 than in 2025?",
"bullets": [
"Kalshi prediction market prices 91% probability that 2026 tech layoffs will exceed the 2025 total.",
"Rising job openings coexist with deep public pessimism, consistent with a market pricing continued tech-sector displacement even as aggregate demand holds.",
"The 91% reading leaves little room for upward revision; the market is near fully committed to a worse-than-2025 tech layoff year.",
"Resolves via FRED data tracking layoff and discharge rates in the technology sector for the full calendar year 2026."
],
"atomic_claims": [
{
"type": "news_event",
"field_provenance": {
"story": {
"tier": "mediated",
"method": "exa_search",
"source": "AOL",
"source_url": "https://www.aol.com/articles/labor-market-improving-public-still-163002000.html",
"retrieved_at": "2026-07-01T11:20:57+00:00"
}
},
"significance": {
"threshold": 5,
"threshold_unit": "rank",
"passed": true,
"reason": "surfaced in the daily Exa news-cycle scan; mechanically matched to an active kalshi market"
},
"story": "Hard labor data shows job openings at a two-year high in May, but consumer confidence in the job market sank to its lowest, reflecting a widening perception gap.",
"publisher": "AOL",
"published_at": "2026-06-30T16:30:02.000Z",
"source_url": "https://www.aol.com/articles/labor-market-improving-public-still-163002000.html"
},
{
"type": "pm_response",
"field_provenance": {
"notes": {
"tier": "editorial",
"method": "llm_judge_cm_signal_v1"
}
},
"notes": "Kalshi contract at 91% on FRED resolution; high conviction with limited two-way pricing implied."
}
],
"evaluation": {
"judge_engine": "none — deterministic news-cycle scan",
"judge_verdict": "auto_published",
"judge_confidence": null,
"prompt_template": "news_cycle_v1"
},
"citations": {
"internal": {
"cm_event": "/events/kxlayoffsyinfo-26/",
"related": []
},
"external": {
"venue_a": "https://kalshi.com/markets/KXLAYOFFSYINFO-26-494000",
"venue_b": null,
"benchmark": null
}
},
"sources": [
{
"label": "AOL: Data Shows the Labor Market is Improving. So Why Are Americans Having",
"url": "https://www.aol.com/articles/labor-market-improving-public-still-163002000.html",
"published_at": "2026-06-30T16:30:02.000Z",
"retrieved_at": "2026-07-01T11:20:57+00:00"
}
],
"field_provenance": {
"pm_data": "kalshi_api",
"news_context": "exa_search",
"editorial_judgment": "cm_signal_llm_judge"
}
}
PROVENANCE PROTOCOL v0.2 · [direct] venue api · [mediated] grounded web fetch + source url · [derived] computed from listed inputs · [editorial] versioned llm judgment · full spec /schema/provenance/v1