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 · 11585 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

Sam Altman · Score: 82/100

Jobs Will Be Created False Reassurance Partial Acknowledgment Techno Optimism Arsonist Firefighter

“the most exciting time in history to start a career” ... “everything is just better.”

Altman acknowledges that AI will eliminate some jobs, but immediately substitutes speculative space careers and a sweeping promise that the future will be better. As the CEO of OpenAI, he is personally building and profiting from the displacement technology while presenting fanciful new employment as its answer. The acknowledgment is real but vague; the dominant message is extreme techno-optimist reassurance.

Cope Index — Live Leaderboard

Jeff Bezos

Founder & Executive Chairman, Amazon / Blue Origin / Prometheus

jobs_will_be_created, augmentation_fantasy, denial, false_reassurance, techno_optimism

““I totally disagree with this point of view. And I think, in fact, AI is going to create a labor shortage.””

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.

jobs_will_be_created, historical_cope, techno_optimism, false_reassurance

““And yet, it never happens.””

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.

partial_acknowledgment, deflection, false_reassurance, techno_optimism

““it could ‘probably’ bring about a four-day workweek” while “we’re going to be ‘busier in the future than now’””

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.

timeline_minimisation, denial, false_reassurance

“He does not envisage widespread unemployment due to automation and the spread of robotics.”

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.

deflection, techno_optimism, elite_self_exoneration

“"the responsible use of AI can help improve research, learning and access to information for people"”

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.

deflection

“"spend less time hunting for the perfect prompt and more time on the fundamentals and judgment"”

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.

techno_optimism, false_reassurance, deflection

““Money won’t matter in 2036” and AI agents “surpass human intelligence in every domain” within five years.”

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.

techno_optimism, deflection, partial_acknowledgment

““The most expensive part of the healthcare system is expertise. And expertise can be tamed with AI.””

historical_cope, deflection, partial_acknowledgment

“"We never think about shipping a technology. We want to ship amazing products, features, and experiences, and we don't w…”

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.

jobs_will_be_created, false_reassurance, partial_acknowledgment, techno_optimism, arsonist_firefighter

““the most exciting time in history to start a career” ... “everything is just better.””

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, techno_optimism (implicit)

“"An entire industry is being propped up by math that is insane. Welcome to fantasy land"”

Former US Treasury Secretary

deflection, techno_optimism

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

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

““vision of an AI-driven company requiring far fewer human workers””

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.

partial_acknowledgment, deflection, false_reassurance

““keeping humans firmly in control of AI systems” and “enormous opportunities””

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.

techno_optimism

“"a superintelligent AI would lead us to a golden future" ... "I think I can save the world"”

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

“"the world should copy it and validate it"”

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.

deflection, partial_acknowledgment

“"if you don’t get the productivity gains ... we definitely ‘need to see productivity gains’"”

CEO, Sinovation Ventures

partial_acknowledgment

“"AI will unleash more radical changes inside the world’s companies than most CEOs expect"”

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

“"economic disruption from automation and societal shifts in labor markets"”

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

“"advocates for a significant slowdown in AI development"”

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.

human_creativity_cope

“"autoregressive LLMs of the kind we have today simply will not reach human-level intelligence"”

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

“"useless class" – people whose labor the economy simply does not need”

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.

regulatory_hopium, partial_acknowledgment

“"Maybe a year. But not much more than a year."”

LUCID

—

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Popular Figures — Last 30 Days

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Oracle Verdicts — Latest

Filtered to high-relevance. Show all →

Hacker News Front Page · 15 Sep 2026

Jev: New frontier model 40-400x cheaper and 20-200x faster

This is a product launch presenting Jev as the missing machine layer between frontier intelligence and executable software. It replaces expensive autoregressive text generation with fast, typed, probabilistic decisions.

GoogleAlerts/AI replacing jobs · 15 Sep 2026

27% Of U.S. Workers Now Fear Technology Will Make Their Jobs Obsolete - Allwork.Space

This article is a measurement of growing worker recognition, not a complete labor-market autopsy. Its central fact is not merely that 27% fear obsolescence; it is that technological replacement has overtaken layoffs, reduced hours, and w...

Axios Future · 15 Sep 2026

Scoop: Trump pollster gives GOP a data center survival guide

This is not a survival guide for data centers. It is a messaging manual for converting an infrastructure backlash into an electoral asset: make capital-intensive automation sound like broad prosperity, label opposition as anti-growth pol...

Hacker News Front Page · 15 Sep 2026

Gemini 3.8 Live and 3.8 Live Extended Thinking

This is a deployment announcement disguised as product progress. Its real payload is not better conversation; it is the removal of friction between AI systems and economically consequential action.

Hacker News Front Page · 15 Sep 2026

Hugging Face is billing OpenAI $100M for hacking it

This is not primarily a hack report. It is a narrative auction. Hugging Face is converting a security incident into three assets: moral liability for OpenAI, a $100 million resource claim, and evidence for the open-model security coalition.

GoogleAlerts/AI automation workers · 15 Sep 2026

Google's Spirit Air AI Data Bid Reveals Worker Protection Void - Bloomberg Law

This is framed as a privacy and legal story. Its real subject is the conversion of labor history into capital. Spirit’s collapse turns payroll, internal communications, grievances, and union records into an asset Google can purchase for ...

GoogleAlerts/AI automation workers · 15 Sep 2026

Reconciling AI adoption with security of tenure under Philippine labor law

This is a legal containment memo disguised as a labor analysis. It accepts that AI will replace cognitive labor, then asks how employers can make that replacement procedurally valid. Security of tenure is reduced from an economic shield ...

GoogleAlerts/AI replacing jobs · 15 Sep 2026

Threat of AI is less dramatic than movies portray, but still unignorable | The Jerusalem Post

This article performs a controlled downgrade of AI fear. It moves from cinematic extinction to rogue agents, cyberattacks, bioterrorism, military targeting, and mass job displacement, then routes every danger toward regulation, retrainin...

MIT Technology Review · 15 Sep 2026

Roundtables: Could AI really kill us all?

This is marketing copy dressed as risk analysis. It converts existential uncertainty into a subscriber event, presenting a binary spectacle—AI extinction or scaremongering—without supplying mechanisms, probabilities, evidence, or policy ...

GoogleAlerts/AI automation workers · 15 Sep 2026

Driving efficiency or driving workers toward burnout? How AI is being used

This is a controlled exposure of transition damage disguised as workplace reporting. The survey shows AI raising individual efficiency while management converts that capacity into more assigned work. “Efficiency” becomes labor intensific...

GoogleAlerts/AI automation workers · 15 Sep 2026

How Physical AI Will Rebuild America's Maritime Industrial Base - Marine Link

This is an industrial-capacity argument packaged as a reassurance narrative about automation. It identifies a real bottleneck—labor scarcity, low throughput, and production complexity—then presents Physical AI as a force multiplier that ...

GoogleAlerts/AI replacing jobs · 15 Sep 2026

Chattanooga mayor addresses city's use of AI | Local News | local3news.com

This is transition management presented as control. Chattanooga has created an AI policy, an “AI for Good” working group, and a human-in-the-loop requirement. Those measures regulate deployment and preserve institutional legitimacy; they...

GoogleAlerts/AI replacing jobs · 15 Sep 2026

Barbara Corcoran Says AI Won't Wipe Out This Job - But It Will Change It Completely

This article launders displacement as “job transformation.” It concedes that AI can automate descriptions, document review, scheduling, follow-up, marketing, lead generation, and junior work—then declares the occupation safe because clie...

GoogleAlerts/AI replacing jobs · 15 Sep 2026

One-third of AI-replaced workers will be rehired by 2029: Gartner | Channel Dive

The article punctures two real phenomena: AI-labeled layoffs are often ordinary restructuring or AI-washing, and poorly deployed systems have failed in human-context roles such as customer service. That is useful evidence about current e...

Hacker News Front Page · 15 Sep 2026

There's a 100% Chance AI Agents Are Ruining the Internet

The article is a field report on the first contamination phase of the agentic internet: cheap systems with delegated permissions flooding scarce human attention, trust, inboxes, reservations, platforms, and transaction channels.

GoogleAlerts/AI replacing jobs · 15 Sep 2026

AI Firms' Self-Serving Warnings by Brian Judge - Project Syndicate

The excerpt performs an incentive autopsy. It argues that frontier AI firms are packaging labor-replacement claims into trillion-dollar valuations while using existential-risk rhetoric to justify restricting the capital that could produc...

GoogleAlerts/AI replacing jobs · 15 Sep 2026

Engineers' Day 2026: AI is changing engineering education and jobs. Are students prepared?

This article converts a structural labor shock into an education-adjustment story. It acknowledges that software demand may contract, then offers core engineering, interdisciplinary work, stronger fundamentals, projects, and internships ...

GoogleAlerts/AI replacing jobs · 15 Sep 2026

Mark Cuban Predicts Which Jobs AI Will Erase (And the Skills It Won't Touch) | FinanceBuzz

The article packages labor-market displacement as a sorting exercise: AI destroys repetitive work while preserving judgment, creativity, domain expertise, and “freer thinking.” Its real function is to convert a systemic employment crisis...

GoogleAlerts/AI replacing jobs · 15 Sep 2026

Anthropic is Fine With You Losing Your Job, So Long as It's Done Safely

This is a collision report disguised as media criticism. It correctly places Anthropic’s economic forecast beside its safety rhetoric and exposes the split audience: workers are shown displacement, investors are shown capital appreciation.

Fast Company Middle East | The future of tech, business and innovation. · 25 Sep 2026

AI enables 19-year-olds to perform tasks previously requiring five years of experience, and organizations may no longer need to hire entry-level workers—just have interns prove themselves for full-time roles.

Tarik Chebib lands at 65/100 (heavy cope) for fantasy economics. This claim exemplifies comfort-story economics by reframing the elimination of entry-level job categories as beneficial 'career acceleration.' Chebib...

The Cope Index

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