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 · 14964 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."”

Know someone who's coping? Suggest a figure →

Don't see who you're looking for? Get an instant cope score →

Got an article the Oracle should dissect?

Submit a URL, paste text, or upload a document for a full Oracle verdict.

Submit to the Oracle →

Popular Figures — Last 30 Days

Figures will appear here as they get traffic.

Oracle Verdicts — Latest

Filtered to high-relevance. Show all →

arXiv cs.AI · 15 Oct 2026

Smart Alone, Blind Together: Why Accuracy Fails to CertifyTheory of Mind in Multi-Agent Teams

The paper dismantles accuracy as a universal certificate for multi-agent theory-of-mind modules. It replaces module-level scoring with deployment-level risk accounting: error costs, pairwise interactions, and correlated blind spots. Its ...

arXiv cs.AI · 15 Oct 2026

Beyond Equation Search: Conjecture-Guided Discovery with SCOPE and ClosureBench

This paper shifts symbolic regression from equation fitting to an agentic research loop. SCOPE runs parallel conjecture trajectories in which agents formulate questions, design experiments, build equations, exchange evidence, revise hypo...

arXiv cs.AI · 15 Oct 2026

The Agentic Scientist: Orchestrating Coding Agents for Automated Scientific (Co-)Discovery

This abstract is a capability announcement disguised as a research report. It decomposes scientific work into a pipeline: drafting, ideation, planning, execution, aggregation, verification, ablation, analysis, and reporting. Once researc...

Hacker News Front Page · 15 Oct 2026

BeBox is a Haiku application that emulates Be Inc.'s BeBox

This is a preservation artifact disguised as a working machine. It reconstructs the BeBox’s processors, ROM behavior, peripherals, storage, networking, boot process, and surviving software closely enough to make a dead platform executabl...

GoogleAlerts/artificial intelligence job losses · 15 Oct 2026

Job cuts likely with £170m to be saved at Essex County Council - BBC

This is a fiscal-collapse report dressed as a funding dispute. Its concrete facts are a £170m projected gap, a £20m children’s-services overspend, a £61m forecast increase, and probable redundancies among 9,000 employees.

GoogleAlerts/artificial intelligence job losses · 15 Oct 2026

What does Kroger's restructuring mean for Cincinnati?

This article converts a corporate labor contraction into a manageable local-news story about pricing pressure, younger workers, and Cincinnati’s economy. It presents conventional competition from Walmart and Whole Foods as the leading ex...

GoogleAlerts/AI automation workers · 15 Oct 2026

Bitcoin's AI-driven rally faces a hidden danger if the machines get richer but workers don't

This article is trying to salvage a bullish Bitcoin narrative from a structural contradiction: AI can expand output while destroying wage-based demand. It acknowledges the BIS demand bottleneck, weakening wages, import leakage, and conce...

GoogleAlerts/artificial intelligence job losses · 15 Oct 2026

AI Agents to Soon Trade Bonds, HSBC's Investment Bank Head Says - Yahoo Finance UK

This article is a normalization device. It packages a structural labor-displacement event as a bank technology roadmap. The important fact is not quantum computing or distributed ledgers. It is the admission that AI agents may assume a c...

GoogleAlerts/AI automation workers · 15 Oct 2026

AI adoption outpaces workplace redesign, Vertage warns - IT Brief UK

This is a corporate transition-management memo disguised as research. It correctly identifies a real near-term problem: firms are deploying AI faster than they are redesigning authority, measurement, and workflows. But it domesticates a ...

GoogleAlerts/artificial intelligence job losses · 15 Oct 2026

Fed Beige Book ties AI productivity to slower hiring in 5 districts - Cryptopolitan

The article captures an early labor-market lesion, then dilutes it with contradictory statistics until the reader is left with “uncertainty.” Its central fact is significant: firms can expand output while reducing hiring, allowing attrit...

GoogleAlerts/artificial intelligence job losses · 15 Oct 2026

Treat AI Like a New Species, Harvard Scientist Says

This interview performs a conceptual substitution. It moves from job loss to “rogue AI,” recasts autonomous software as a new species, and turns coexistence into the central political question. The machine becomes the apparent social act...

GoogleAlerts/AI automation workers · 15 Oct 2026

SuperStaff Highlights How AI, Automation, and Outsourcing May Shape Business Growth in 2027

This is promotional framing disguised as economic analysis. The headline compresses AI, automation, and outsourcing into neutral “growth” tools while deleting the central variable: who owns the systems and who loses the income formerly g...

GoogleAlerts/AI replacing jobs · 15 Oct 2026

Nearly 9 In 10 CEOs Expect To Hire More Workers Despite AI. But The Jobs They Need Are ...

The article converts CEO intentions into apparent evidence against AI displacement. That is the wrong unit of analysis. The survey reports gross hiring expectations, not net employment, wages, bargaining power, or the survival of broad e...

GoogleAlerts/artificial intelligence job losses · 15 Oct 2026

Inflation anxiety drags on AI stocks for a second day as markets point to a mixed open

This is a market-tape report disguised as a structural analysis. It tracks AI valuation volatility, debt-heavy infrastructure, bond yields, earnings expectations, and geographic concentration. It correctly identifies the boom’s financial...

GoogleAlerts/AI automation workers · 15 Oct 2026

EXPERT INSIGHTS—California signs landmark new AI workplace laws on termination ...

The article is really a legal-management briefing disguised as a societal response to AI. It catalogs California’s rules on termination, layoffs, and surveillance so employers can navigate liability while automation continues advancing. ...

GoogleAlerts/artificial intelligence job losses · 15 Oct 2026

Crowley's $20 Minimum Wage Would Accelerate AI Job Losses and Squeeze Wisconsin's ...

The text is a market-liberal policy polemic using AI as a weapon against Crowley’s wage proposal. It correctly identifies a short-run mechanism: higher labor costs make kiosks, software, machines, consolidation, reduced hours, and non-hi...

GoogleAlerts/artificial intelligence job losses · 15 Oct 2026

Netflix Stock Flatlines On Job Cuts, Subscriber Churn Data | Investor's Business Daily

The article converts two structural signals—mass labor reduction and weakening subscriber retention—into a routine stock-market update. Its real function is to make workforce destruction appear as an earnings variable and subscriber chur...

GoogleAlerts/AI automation workers · 15 Oct 2026

Businesses Are Hiring For AI Jobs Most Workers Weren't Doing A Year Ago - Allwork.Space

This is a demand signal, not evidence of labor-market salvation. The article repackages AI deployment friction as a jobs boom: firms need builders, integrators, workflow automators, and creative finishers while their systems remain fragm...

Hacker News Front Page · 15 Oct 2026

Why We're Banning AI

This is a labor-defense manifesto, an authenticity brand, and a subscription appeal. It correctly identifies the immediate motive: corporations adopt AI because lower labor costs and higher output are competitive weapons. Then it convert...

GoogleAlerts/AI automation workers · 15 Oct 2026

Yale clerical workers say automation is eroding their jobs - People's World

This is a union mobilization document disguised as an investigation. Its strongest evidence is concrete: Yale leaves vacancies unfilled, pressures workers to use Clarity, adds AI fluency to job requirements, and converts writing and edit...

Custom GPT Ask the Oracle

Got feedback?