AI Work Shift
Jobs, automation, layoffs, hiring shifts, and reskilling signals.
SIGNAL does not mean confirmed causation. MIXED_REALLOCATION does not mean direct job replacement. CONFIRMED_LOSS requires source-explicit AI/automation causality. Original headlines are preserved; AI synthesis is separate from headlines.
Latest Events
13 shownSEC filing signal: GARTNER INC (IT) 8-K matched AI-workforce query
- Jobs lost
- unknown
- Jobs gained
- unknown
- Why it belongs
- SEC full-text search matched company filing language that connects AI/automation with workforce impact.
- What it does not prove
- Signal does not mean confirmed causation.
SEC filing signal: Block, Inc. (XYZ, BSQKZ) 8-K matched AI-workforce query
- Jobs lost
- unknown
- Jobs gained
- unknown
- Why it belongs
- SEC full-text search matched company filing language that connects AI/automation with workforce impact.
- What it does not prove
- Signal does not mean confirmed causation.
SEC filing signal: MARAVAI LIFESCIENCES HOLDINGS, INC. (MRVI) 8-K matched AI-workforce query
- Jobs lost
- unknown
- Jobs gained
- unknown
- Why it belongs
- SEC full-text search matched company filing language that connects AI/automation with workforce impact.
- What it does not prove
- Signal does not mean confirmed causation.
SEC filing signal: CHEGG, INC (CHGG) 10-Q matched AI-workforce query
- Jobs lost
- unknown
- Jobs gained
- unknown
- Why it belongs
- SEC full-text search matched company filing language that connects AI/automation with workforce impact.
- What it does not prove
- Signal does not mean confirmed causation.
SEC filing signal: Adicet Bio, Inc. (ACET) 10-Q matched AI-workforce query
- Jobs lost
- unknown
- Jobs gained
- unknown
- Why it belongs
- SEC full-text search matched company filing language that connects AI/automation with workforce impact.
- What it does not prove
- Signal does not mean confirmed causation.
SEC filing signal: TechTarget, Inc. (TTGT) 8-K matched AI-workforce query
- Jobs lost
- unknown
- Jobs gained
- unknown
- Why it belongs
- SEC full-text search matched company filing language that connects AI/automation with workforce impact.
- What it does not prove
- Signal does not mean confirmed causation.
SEC filing signal: IMPERIAL OIL LTD (IMO) 10-Q matched AI-workforce query
- Jobs lost
- unknown
- Jobs gained
- unknown
- Why it belongs
- SEC full-text search matched company filing language that connects AI/automation with workforce impact.
- What it does not prove
- Signal does not mean confirmed causation.
SEC filing signal: STEM, INC. (STEM) 8-K matched AI-workforce query
- Jobs lost
- unknown
- Jobs gained
- unknown
- Why it belongs
- SEC full-text search matched company filing language that connects AI/automation with workforce impact.
- What it does not prove
- Signal does not mean confirmed causation.
SEC filing signal: NIQ Global Intelligence plc (NIQ) 8-K matched AI-workforce query
- Jobs lost
- unknown
- Jobs gained
- unknown
- Why it belongs
- SEC full-text search matched company filing language that connects AI/automation with workforce impact.
- What it does not prove
- Signal does not mean confirmed causation.
SEC filing signal: PayPal Holdings, Inc. (PYPL) 8-K matched AI-workforce query
- Jobs lost
- unknown
- Jobs gained
- unknown
- Why it belongs
- SEC full-text search matched company filing language that connects AI/automation with workforce impact.
- What it does not prove
- Signal does not mean confirmed causation.
SEC filing signal: UNISYS CORP (UIS) 10-Q matched AI-workforce query
- Jobs lost
- unknown
- Jobs gained
- unknown
- Why it belongs
- SEC full-text search matched company filing language that connects AI/automation with workforce impact.
- What it does not prove
- Signal does not mean confirmed causation.
SEC filing signal: Koppers Holdings Inc. (KOP) 10-Q matched AI-workforce query
- Jobs lost
- unknown
- Jobs gained
- unknown
- Why it belongs
- SEC full-text search matched company filing language that connects AI/automation with workforce impact.
- What it does not prove
- Signal does not mean confirmed causation.
Cisco cuts nearly 4,000 jobs to spend more on AI, reports ‘record quarterly revenue’
- Jobs lost
- 4,000
- Jobs gained
- unknown
- Why it belongs
- AI/automation is linked to workforce reduction, hiring restraint, or role replacement.
- What it does not prove
- Does not prove AI directly replaced each worker.