CopeCheck

The Cope Index

Tracking who's coping hardest about the end of work

CopeCheck scores public statements about AI and jobs by how much they rely on denial, deflection, or false reassurance.

23 figures tracked · 14970 articles autopsied

How Scoring Works

Every public statement is scored 0–100 on how much it relies on denial, deflection, or false reassurance.
Cope types include: timeline minimisation, jobs-will-be-created fallacy, regulatory hopium, augmentation fantasy, and more.
Recent statements are weighted more heavily (exponential decay). The leaderboard reflects who is coping hardest right now.
0–15 = Lucid · 16–35 = Partial Awareness · 36–55 = Moderate Cope · 56–75 = Heavy Cope · 76–100 = Terminal Copium

Full methodology →

Cope of the Week

COPE OF THE WEEK

Elon Musk · Score: 82/100

False Reassurance Techno Optimism Deflection

“Saving money for the distant future is pointless with the advent of super intelligent abundance.”

Musk’s direct claim replaces any discussion of displacement, ownership, or mass unemployment with a utopian promise that AI and robotics will make money and savings irrelevant. As a leader of companies building these technologies, he offers abundance as a fantasy escape from their labor-market consequences rather than addressing who benefits or what happens to displaced workers.

Cope Index — Live Leaderboard

Founder & Executive Chairman, Amazon / Blue Origin / Prometheus

false_reassurance, deflection, partial_acknowledgment

““You’re not going to need to have a two-earner household... one of the people might drop out.””

AI Educator / Investor

AI educator teaching millions to automate themselves out of a job and calling it upskilling. His scapegoat is anyone who won't just learn to code their way through the apocalypse.

jobs_will_be_created, augmentation_fantasy, timeline_minimisation, false_reassurance, deflection, arsonist_firefighter

““AI is unlikely to trigger a mass loss of jobs but will instead create new opportunities if workers reskill.””

Marc Andreessen

Co-founder, a16z

Wrote Why AI Will Save the World and meant every word. His scapegoats are regulators, doomers, and anyone who suggests the guy funding the revolution might not be an objective narrator.

denial, deflection, false_reassurance

““AI was the scapegoat for layoffs that are actually the result of overhiring.””

CEO, xAI / Tesla

Co-founded OpenAI, left, sued them, then started a rival AI company anyway. Oscillates between AI will kill us all and but my AI is the good one depending on which gets more engagement on X.

false_reassurance, techno_optimism, arsonist_firefighter, deflection

“"universal high income" as the most likely outcome of advanced AI”

Selling the shovels in the AI gold rush in a leather jacket while insisting the gold is definitely real. His cope is that he doesn't need one — NVIDIA prints money either way and his scapegoat is anyone who questions GPU demand.

““Together, we will scale Hugging Face’s platform, strengthen its infrastructure and expand access to AI for...””

Founder, Khosla Ventures

Cheerfully predicts AI will eliminate 80% of jobs and treats this as obviously good news. Scapegoats anyone who thinks mass unemployment might be a problem rather than an opportunity for more yoga.

partial_acknowledgment, arsonist_firefighter, techno_optimism, deflection

“"accelerate AI and energy infrastructure while protecting workers displaced by automation, not their individual jobs"”

Chief AI Scientist, Meta

Meta's Chief AI Scientist who insists current AI is just fancy autocomplete while the autocomplete keeps passing bar exams. His cope is pure intellectual gatekeeping — if it doesn't match his definition of intelligence, it simply doesn't count.

denial, timeline_minimisation, human_creativity_cope

““These systems are less intelligent than a cat,” LeCun said in 2024, pushing back on predictions that assume rapid capab…”

Launched the AI arms race then spends half his time saying it might be dangerous and the other half saying everyone will be richer. The undisputed champion of having it both ways in a single sentence.

partial_acknowledgment

““non-zero” chance that it’s our last”

Economist, MIT (Nobel 2024)

Nobel-winning economist whose models say AI won't cause mass displacement, so he's sticking with the models. Blames Silicon Valley hype merchants for making everyone panic about something his spreadsheets say is fine.

timeline_minimisation, false_reassurance, partial_acknowledgment, deflection

“"2036 tak AI sirf 5% tasks ko automate kar payega" aur "job khatam hone wali baat sirf ek hawa hai."”

Mark Zuckerberg

Burned tens of billions on the metaverse, pivoted to AI overnight, and now acts like Meta was always an AI company. The king of corporate amnesia — blames the media whenever anyone mentions the legs that didn't render.

partial_acknowledgment

“the promised payoff from the sharp rise in 2026 spending has not arrived.”

Former US Treasury Secretary

deflection, techno_optimism

““Gates’s robot tax risks essentially being protectionism against progress.””

Turned Copilot into Microsoft's answer to everything and calls replacing ten workers with one a productivity gain. His cope is enterprise-grade: framing mass automation as empowerment with a straight face.

techno_optimism

““newer AI models are finally capable of delivering on more of Copilot’s promise””

Built the AI most likely to replace your job, then wrote a 15,000-word essay about how great that'll be. Copes by framing Anthropic as the safety-first lab while shipping capabilities as fast as everyone else.

partial_acknowledgment

“None; the excerpt is a candid warning that AI could disrupt half of entry-level white-collar jobs within one to five yea…”

CEO, Google/Alphabet

Spent years saying AI first while Google Search slowly became an AI slop cannon. Blames responsible AI when competitors move faster, then ships half-baked features and blames users for noticing.

“Are agents truly native inside ChatGPT, or did OpenAI just glue them onto a plain chat box?”

CEO, Sinovation Ventures

partial_acknowledgment

“top AI agents across nearly all white-collar industries can complete the workday of the smartest humans in less time tha…”

Economist / Blogger

Hedges so artfully on AI he can claim he predicted every outcome. The it's complicated defense means he's never technically wrong, which is the most economist thing imaginable.

partial_acknowledgment

““For everyone else, the machines would not be partners but competition, and skills that once earned a middle-class wage …”

CEO, Google DeepMind

Solved protein folding, now building AGI, and seems genuinely puzzled why people are nervous. Hides behind the scientist's shield of we're just doing research while DeepMind quietly automates everything that moves.

partial_acknowledgment

“"It's soon."”

partial_acknowledgment

““fewer people” and “fewer layers””

Economist / Columnist

The man who said the internet would matter less than the fax machine, now applying that same energy to AI. Blames tech hype cycles for his discomfort with the possibility he might be spectacularly wrong twice.

partial_acknowledgment

““the possibility that AI will worsen America’s already severe problem of income and wealth inequality””

Geoffrey Hinton

Godfather of AI / Nobel Laureate

Nobel Prize in Physics 2024 for foundational work on neural networks. Left Google in 2023 to speak freely about AI existential risk. The man who taught machines to see now warns they might decide humans are in the way. Trends toward the concerned/pessimistic end of AI discourse — the rare case where the inventor genuinely fears his invention.

false_reassurance

““We could recover from it””

Yuval Noah Harari

Historian / Author

Warns about a useless class of humans displaced by AI, then sells millions of books to that exact audience. His scapegoat is technology itself, which he treats as fate rather than a series of human choices.

partial_acknowledgment

“"What will conscious humans do once we have highly intelligent non-conscious algorithms that can do almost everything be…”

AI Critic / Author

Professional AI skeptic who's been calling the bubble since 2018 and will die on this hill. Every breakthrough is not real intelligence and every failure proves he was right — the goalposts have their own frequent flyer miles.

partial_acknowledgment

“«Noi cittadini dobbiamo boicottare l’intelligenza artificiale fino a che le aziende non la mettono a posto»”

Eliezer Yudkowsky

AI Alignment Researcher / MIRI Founder

Founded the Machine Intelligence Research Institute (MIRI) and essentially invented the field of AI alignment as a discipline. Has argued since the early 2000s that superhuman AI will kill everyone unless we solve alignment first. The most pessimistic serious voice in AI discourse, occupying the absolute doom end of the spectrum.

“"AI will become powerful enough to potentially destroy society."”

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arXiv econ.GN · 14 Oct 2026

Safety Research and the Allocation of Frontier Compute

The paper converts frontier AI safety into an allocation problem: determine whether customers or capability researchers should surrender compute, based on demand capacity, service budgets, diminishing service value, and catastrophe risk.

arXiv econ.GN · 14 Oct 2026

Is the business of frontier AI companies selling tokens? Value capture and equity prices

This is a firm-level valuation autopsy, not an economy-wide analysis. It reverse-engineers the revenue required to justify OpenAI and Anthropic’s valuations, then searches for non-token claims on future production: payments, equity stake...

GoogleAlerts/AI replacing jobs · 13 Oct 2026

Business judgment, AI proficiency key as cyber defender roles evolve - The Straits Times

This article is institutional transition management disguised as workforce guidance. It acknowledges that AI already automates log analysis, alert triage, detection-rule drafting, reporting, vulnerability assessment, and penetration-test...

GoogleAlerts/AI replacing jobs · 14 Oct 2026

Caribbean voice enters global AI conversation, challenging views on technology and humanity

This is promotional launch copy presented as journalism. It takes genuine anxiety—“Will I still be needed?”—and converts it into a marketable self-improvement program centered on physiology, attention, judgment and self-awareness.

GoogleAlerts/AI replacing jobs · 14 Oct 2026

How your AI agent may level the playing field against companies - Singapore Law Watch

The article narrows AI’s political economy into a contest over savings. It correctly identifies consumer agents attacking firms’ inattention rents and enterprise agents replacing labor. It also admits that job losses are the first-order ...

Axios Future · 14 Oct 2026

Judge orders White House to reinstate press access until litigation concludes

This is a procedural victory inflated into evidence of systemic health. The text documents a legal lag defense: a court temporarily blocks executive exclusion while the deeper contest over access, visibility, and institutional power rema...

Hacker News Front Page · 14 Oct 2026

I built a tool to track what AI leaders say and how their views change on video

This is an observability product for the ruling layer of AI. It converts public speech into a searchable, time-indexed narrative: who spoke, what they said, and whether their stated position moved. Its real commodity is not wisdom; it is...

Axios Future · 13 Oct 2026

Bank of America hit with $1.2 billion penalty over money laundering allegations

The text packages institutional failure as a spectacular but containable enforcement event. It leads with the dollar figure, adds an official declaration that even major banks are subject to law, and uses the penalty as evidence that the...

Hacker News Front Page · 13 Oct 2026

Show HN: Spotatui, a Spotify TUI/GUI without web API rate limits

This is a README functioning as a launch manifesto. It converts one narrow complaint—Spotify’s web API limits—into a control narrative: one lightweight interface, many sources, native streaming, scripting, plugins, and AI. Its real funct...

GoogleAlerts/artificial intelligence job losses · 13 Oct 2026

Kroger plans to cut 3,000 corporate jobs as grocery giant expands AI use | Fox Business

This is a corporate transition memo disguised as retail news. Kroger is targeting roughly 37% of its corporate workforce, after already eliminating about 1,000 corporate positions, while expanding AI tools across more than 400,000 employ...

GoogleAlerts/AI automation workers · 13 Oct 2026

Pluto Security emerges from stealth with $42M in funding - TNW

This is an investor-facing category-creation document disguised as analysis. It reframes mass deployment of AI agents, applications, and automations as an enterprise security-management problem, then positions Pluto as the control layer ...

GoogleAlerts/AI automation workers · 13 Oct 2026

Block CFO: AI agents could appear more on org charts as companies work to justify AI spending

The article documents the early conversion of the organization chart from a map of human labor to a map of mixed human-machine production. “AI agents” are being assigned organizational status because companies need to make massive AI exp...

GoogleAlerts/AI automation workers · 13 Oct 2026

Four in 10 Workers & Executives Fear AI Will Damage Human Connection & Company ...

This is a corporate transition-management memo disguised as a culture article. It translates anxiety about AI into administratively manageable demands: communication, consultation, training, psychological safety and visible values. The o...

GoogleAlerts/AI replacing jobs · 13 Oct 2026

Bill Gates says some jobs should be reserved for humans - Yahoo Finance

This article is really about fiscal plumbing, not jobs. It identifies the payroll-tax circuit as the exposed artery of the post-WWII system: AI replaces workers, wages disappear, and Social Security and Medicare lose their funding base. ...

GoogleAlerts/AI replacing jobs · 13 Oct 2026

Centre County expands AI use with $5K 911 trainee simulator contract - WJAC

The article presents AI as a cheap training aid rather than a labor-substitution system. That framing is incomplete. The platform generates scenarios, evaluates trainee performance, and standardizes part of the instructional and supervis...

Axios Future · 13 Oct 2026

Democrats fear "more October surprises" after "bullshit" raid on Ilhan Omar's home

In the supplied excerpt, this is an alarm-and-mobilization item, not an investigation. Private text chains become evidence of elite panic; proximity to the midterms becomes implied motive; and the phrase “more October surprises” becomes ...

Axios Future · 13 Oct 2026

Mike Johnson's Latino voter problem keeps getting worse

The excerpt converts voter movement into a partisan horse race: Latino drift, Democratic hopes, polling margins, and a 2018 analogy. It treats electoral coalition management as the central battlefield. The text is also truncated mid-sent...

Hacker News Front Page · 13 Oct 2026

Show HN: Pulse Local, a Mac budgeting app whose AI models run on your machine

This is a product page disguised as a privacy manifesto. Its real job is to convert distrust of cloud AI into a purchase: local models, local ledger, transparent calculations, broad currency handling, and a low-friction one-time payment....

GoogleAlerts/artificial intelligence job losses · 13 Oct 2026

Job loss and AI-exposed jobs: Q&A with sociology professor Jennie Brand | UCLA

The text is a measured empirical warning packaged as a labor-market Q&A. Its real function is to map the first visible casualties of AI: exposed occupations with declining demand, weak AI skills, and poor escape routes. The strongest fin...

GoogleAlerts/AI automation workers · 13 Oct 2026

New technologies reshape agricultural jobs | Agribusiness | valorinternational - Globo

This is an industry-facing transition narrative that converts a control-system upgrade into a jobs story. It accurately describes automation, data centralization, and the elevation of a smaller number of technicians, analysts, and superv...

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