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Live Tracker · Pilot

The Displacement Wave

A live, multi-source dashboard tracking the AI + robotics displacement of human workers. Aggregated from credible watchdogs, think tanks, and statistical bodies. Every counter shows its source and its real update cadence — no fake real-time numbers, no marketing inflation.

8/8 sources onlineRefreshed 0s agoNews cadence: 30 min

Top-line indicators

Signals from the field

Denmark 42%

Highest AI enterprise adoption in the EU. Romania lowest at 5.2%. 37-point gap across member states.

Eurostat — isoc_eb_ai

Confirmed displacement events

AI-classified · 24h sweep

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Latest research & reporting

24 items8/8 sources · updated 0s ago
MIT

Agent confidence on the technical frontier

Enterprise investment in AI is booming. Gartner is calling 2026 an “inflection year” for organizations to align their AI projects with strategic business objectives. As the pressure to prove ROI mounts, executives and technology leaders are

MIT Tech Review · 41m ago

MIT

The Download: metric weaknesses and AI elephant warnings

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. The inevitable weakness of metrics There are plenty of useful things a metric can reveal. There are ev

MIT Tech Review · 3h ago

Wired

This Humanoid Robot Is a Terrifyingly Competent Office Intern

Flexion Robotics, a startup founded by ex-Nvidia engineers, has a clever way of training robots to do useful work.

Wired · 7h ago

Wired

Trump Administration Allows Anthropic to Release Mythos to Select US Organizations

After weeks of negotiations, the White House permitted Anthropic to grant access to its most advanced AI model to a select group of US companies and government agencies.

Wired · 2d ago

Wired

OpenAI Has New AI Models. Here’s Why You Can’t Use Them

The White House asked OpenAI to delay the rollout of its GPT-5.6 AI models, two weeks after Anthropic had to take its most advanced AI models offline.

Wired · 2d ago

Wired

Europe Is Fed Up and Wants Its Own AI

It's a stretch to think that the continent can build a top-tier model, but it has an advantage: Donald Trump.

Wired · 3d ago

MIT

The Download: brain-melting heatwaves and unprecedented OpenAI restrictions

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Heat waves mess with your brain. Scientists are trying to figure out why. —Jessica Hamzelou It’s been

MIT Tech Review · 3d ago

MIT

Heat waves mess with your brain. Scientists are trying to figure out why.

It’s been hot in London this week. Really hot. A dangerous heat wave has hit Western Europe. Yesterday, the UK recorded its highest ever June temperature at 36.1 °C (about 97 °F). But as the weather app on my phone confirmed, it felt like 3

MIT Tech Review · 3d ago

Wired

Anthropic Thinks Its Own Success Is Key to Making AI Safe

Anthropic's critics argue it's rapidly accumulating power. The company says that's what responsible AI development looks like.

Wired · 3d ago

Wired

Why Amazon Dropped Its OpenAI Movie, Data Center Workers Fight Back, and Meta Leaks Employee Data

The decision by Amazon-owned MGM Studios to drop the OpenAI movie is just part of AI and film industries becoming increasingly intertwined. On Uncanny Valley, we look at where this is all headed.

Wired · 3d ago

MIT

Repositioning retail for the AI era

Artificial intelligence is rapidly reshaping retail, but not in the ways consumers might immediately notice. The biggest transformation may not be flashy virtual try-ons or chatbot shopping assistants, but in how decisions are made behind t

MIT Tech Review · 4d ago

404 Media

Bodycam Shows Moment Cops Arrested a Man for Speaking Too Long at Data Center Meeting

We spoke to Darren Blanchard, the man arrested while speaking out against data centers at a community meeting. He's sharing the bodycam footage of his arrest for the first time with 404 Media.

404 Media · 4d ago

MIT

The Download: Europe’s heat wave hits the grid, and IBM’s chip targets Moore’s Law

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Europe’s extreme heat is shutting down power plants Europe is in the middle of a record-breaking heat

MIT Tech Review · 4d ago

Wired

World Cup Teams Are in a Race for AI Dominance

This year, FIFA is providing an AI agent that any team can use. Is it enough to level the playing field or will future winners be determined by which team can afford the best tools?

Wired · 4d ago

MIT

IBM has unveiled chip technology that could help extend Moore’s Law another decade

IBM has built a new prototype chip with around 100 billion transistors on an area the size of a fingernail, which is twice the density of the company’s previous state-of-the-art technology announced in 2021. The design could pave the way fo

MIT Tech Review · 4d ago

Wired

British Police Built a Sprawling Crime-Prediction Machine. Some Results Couldn’t Be Trusted

As UK police embrace the AI revolution, a WIRED investigation reveals the messy inside story of one region’s experiment with predictive analytics.

Wired · 4d ago

Wired

How to Opt Out of Google Search’s New AI Data Training Feature

Google’s Search history update stores media uploads from your interactions, like images used in reverse image searches, for training its AI models.

Wired · 4d ago

MIT

Europe’s extreme heat is shutting down power plants

Europe is in the middle of a record-breaking heat wave, and the grid is being pushed to its limits as people turn to fans and air-conditioning to try to stay cool. Some power plants won’t be online to help handle the load. On June 23, Franc

MIT Tech Review · 5d ago

404 Media

Snap's AI Specs: LOL

Snap's AR Specs glasses are indeed very heavy, very dorky.

404 Media · 5d ago

404 Media

Podcast: If AI Is Sentient Then So Is 'Age of Empires II'

A surreal but compelling LLM experiment with Age of Empires II; how a Texas city sold land meant for a park to a data center company; and the Madison Square Garden hack.

404 Media · 5d ago

404 Media

The Tokenpocalypse Is Here: Companies Are Scrambling To Stop Spending So Much on AI

Leaked audio from Accenture says a big source of AI token ‘chewing’ is people just converting PDFs to presentation slides.

404 Media · 5d ago

MIT

The Download: introducing the Engineering issue

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Introducing: the Engineering issue We can’t fix everything, but we can be ambitious. We can take on th

MIT Tech Review · 5d ago

AlgorithmWatch

How Algorithmic Systems Govern Kenya’s Content Moderators

An exclusive survey of AI workers in Kenya reveals how automated management affects their livelihoods. Unions and advocacy groups are beginning to fight back.

Algorithm Watch · 5d ago

Rest of World

The AI-powered World Cup runs on thousands of data workers

Human annotators in Brazil, Cambodia, and the Philippines are tracking every movement in the football tournament for teams, broadcasters, and the betting industry.

Rest of World · 6d ago

What we track and how often

Every source, every cadence — disclosed

Some sources publish in real time. Others publish once a year. Pretending otherwise would burn credibility the first time a sceptic checked. Here is exactly what we pull, from where, and how often.

SourceMethodCadenceStatus
MIT Technology ReviewRSS feed~30 minutesLive
Wired (AI tag)RSS feed~30 minutesLive
Brookings TechTankRSS feed~30 minutesLive
Tech Policy PressRSS feed~30 minutesLive
Rest of WorldRSS feed~30 minutesLive
Algorithm WatchRSS feed~30 minutesLive
404 MediaRSS feed~30 minutesLive
AI Now InstituteRSS feed~30 minutesLive
IFR World RoboticsAnnual reportannualSnapshot · 2024
WEF Future of JobsBiennial reportbiennialSnapshot · 2025
McKinsey Global InstitutePeriodic reportannualSnapshot · 2024
Stanford AI IndexAnnual reportannualSnapshot · 2026
Challenger, Gray & ChristmasMonthly job-cut reportmonthlySnapshot · 2025
Layoffs.fyiPublic counterdailySnapshot · 2026
Eurostat (isoc_eb_ai)JSON API · annual surveyannualLive API · 2025
OECD.AI Policy ObservatoryDataset (planned)quarterlyPlanned
40 company newsrooms (Amazon, Alphabet, Microsoft, Meta, Accenture, ABB, Siemens…)RSS + AI classifier24 hoursLive
30 outlets (TechCrunch, Bloomberg, NPR, BBC, HR Dive, Guardian, Fortune…)RSS + AI classifier24 hoursLive
Web search (Tavily)Active query · 10 terms24 hoursLive

Phase 3 monitors 70+ company newsrooms and outlets via RSS plus an active daily web search (Tavily, 10 displacement-specific queries) — all results classified by Groq AI and confirmed displacement events appear in the section above. Eurostat enterprise AI adoption data is fetched live from the official JSON API (annual cadence, next update December 2026). General-unemployment sources (BLS, ILOSTAT) are intentionally excluded — they measure all unemployment, not AI-attributed. OECD.AI is AI-specific and lands in a future phase.

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Why this exists

You cannot fix a wave you refuse to count

The ODU Standard exists because the workforce impact of AI and robotics is no longer theoretical. This tracker is here so the numbers are visible in one place, from sources critics already trust. If you want to understand what an audited displacement compensation looks like, the worked case study is one click away.