AI Isn't Coming for Factory Workers — It's Coming for Your Boss
47%More likely than not
Will 20%+ of large organizations use AI to eliminate at least half their middle management layers by end of 2027?
Target: Jun 2027workforce
See evidence →Updated weekly — July 2026
Everyone Has an AI Opinion.
We Track Who's Actually Right.
OpenAI, Goldman Sachs, and Anthropic are on record with specific claims about AI's impact on your industry. We score them with evidence and publish who's right when deadlines hit.
21
Active Forecasts
54%
Avg. Probability
5
Verdicts Delivered
Featured Forecast
Is AI Killing Starter Jobs?
Will entry-level knowledge worker job postings drop 50% from 2023 levels by end of 2026?
If you're a new grad, hiring manager, or parent of a college student — this changes your playbook.
83%Very likely
See evidence →
Your Company's Next Senior Engineer Won't Be Human
61%Likely
Will AI autonomously ship production features — from spec to deployment — without human code review at major tech companies by end of 2027?
Target: Dec 2027technology
See evidence →Companies Are Betting Billions on AI Agents. Most Will Fail.
69%Likely
Will more than 60% of enterprise AI agent projects be abandoned or scaled back by end of 2027?
Target: Dec 2027technology
See evidence →Can AI Do Your Entire Workday Without You?
71%Likely
Will AI systems autonomously complete a full 8-hour professional workday — multiple tasks, context switching, decision-making — without human intervention by end of 2027?
Target: Dec 2027technology
See evidence →Is the AI Bubble About to Pop?
27%Unlikely
Will the gap between AI infrastructure spending and AI revenue trigger a major market correction (>20% decline in AI-weighted indices) by end of 2027?
Target: Dec 2027economics
See evidence →AI Art Won't Kill Human Art — It Will Make It Worth More
47%More likely than not
Will human-verified original art in the $1K-$10K price range see 30%+ price increases while AI art saturates the market by end of 2027?
Target: Dec 2027creative
See evidence →Is a College Degree About to Become Worthless?
46%More likely than not
Will more than 30% of Fortune 500 companies drop degree requirements for knowledge-worker roles, citing AI skills as sufficient, by end of 2028?
Target: Jun 2028workforce
See evidence →Companies Spent $443B on AI. The GDP Data Says It Didn't Work.
52%More likely than not
Will national productivity statistics still show no measurable AI-driven acceleration through end of 2028?
Target: Dec 2028economics
See evidence →AI Is About to Destroy the Global Outsourcing Industry
60%More likely than not
Will AI-driven automation reduce India and Philippines BPO sector employment by 30%+ from 2025 levels by end of 2028?
Target: Dec 2028geopolitics
See evidence →Will AI Find a Cancer Cure Before Your Doctor Does?
27%Unlikely
Will an AI-discovered drug receive FDA approval for a previously untreatable condition by end of 2028?
Target: Dec 2028science
See evidence →Nobody Will Believe Anything They See Online by 2028
48%More likely than not
Will public trust in online media (news, video, images) fall below 25% in major democracy surveys by end of 2028?
Target: Dec 2028society
See evidence →The White-Collar Job AI Is Eliminating First
67%Likely
Will US insurance claims adjuster employment decline 25%+ from its 2023 peak by end of 2029?
Target: Dec 2029economics
See evidence →AI Is Writing Code That Will Break the Internet
79%Very likely
Will a major publicly-disclosed security breach or outage be directly attributed to AI-generated code by end of 2027?
Target: Dec 2027technology
See evidence →Open-Source AI Will Break Big Tech's Grip on Intelligence
80%Very likely
Will open-weight models consistently match proprietary frontier performance — making AI effectively free — by end of 2027?
Target: Dec 2027technology
See evidence →Robots Will Take Factory Jobs Before AI Takes Office Jobs
47%More likely than not
Will humanoid robots perform autonomous, unsupervised production tasks in 500+ global manufacturing sites by end of 2028?
Target: Dec 2028technology
See evidence →Is AI About to Wipe Out Your SaaS Stack?
69%Likely
Will AI agents make 30%+ of today's SaaS applications redundant by end of 2028?
Target: Dec 2028economics
See evidence →Companies Fired Workers for AI. Now They're Quietly Hiring Them Back.
35%Roughly even odds
40% of hiring managers who cut a role for AI will have rehired for it — up from 32% today — by the end of 2026.
Target: Dec 2026workforce
See evidence →AI Data Centers Are Already Flipping Elections
50%More likely than not
A major outlet will name data-center electricity bills as the deciding factor in a flipped November 2026 general-election race — after the same backlash already ousted a 20-year Utah Senate incumbent in his primary.
Target: Dec 2027geopolitics
See evidence →Is China About to Beat America at Its Own AI Game?
15%Very unlikely
A Chinese model will break into the global top 3 on the neutral, crowd-voted LMArena leaderboard — ahead of OpenAI, Anthropic, or Google — before January 2027.
Target: Jan 2027geopolitics
See evidence →Will an AI "Artist" Crack the Actual Billboard Hot 100?
50%More likely than not
An AI-generated act with no human performer of record will chart on Billboard's flagship Hot 100 — not just a genre chart — before mid-2027.
Target: Jun 2027creative
See evidence →No full forecast topics have resolved yet, but individual expert predictions are already being graded — verdicts, Brier scores, and the calls we got wrong included.
See full track record →What's the AI prediction you're most worried about?
We investigate one reader suggestion every week — with evidence, probability, and a clear verdict date.