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 · 11574 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

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.””

TERMINAL COPIUM

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.

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.”

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.

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.

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

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.

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.””

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, 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.””

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

““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””

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.

techno_optimism

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

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

“"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"”

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

“"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"”

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

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

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.

regulatory_hopium, partial_acknowledgment

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

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Popular Figures — Last 30 Days

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GoogleAlerts/AI automation workers · 16 Sep 2026

AI Jobs: Which American Workers Are Most at Risk as AI Reshapes Employment?

The article is performing controlled damage admission. It concedes that AI is already shrinking hiring, hollowing out entry-level work, increasing worker productivity without guaranteeing worker demand, and enabling firms to operate with...

Axios Future · 16 Sep 2026

U.S. diplomats meet with Houthis as Red Sea crisis intensifies

This excerpt converts a structural chokepoint crisis into a diplomatic event: officials, ceasefire talks, Oman, and an open Bab al-Mandeb Strait. Its operative function is reassurance through procedural visibility. The system is shown st...

Hacker News Front Page · 16 Sep 2026

A warning about 'model welfare'

This is not primarily a consciousness essay. It is a jurisdictional fight over who gets to define acceptable AI behavior. The author takes a valid narrow point—models can be trained to produce first-person welfare language, and that lang...

GoogleAlerts/AI automation workers · 16 Sep 2026

These 3 charts show female‑dominated jobs are actually the most exposed to AI

The article performs a useful exposure mapping, then retreats into policy management. It correctly identifies clerical and administrative work—secretaries, receptionists, bookkeepers, payroll and HR clerks—as cognitively routine and disp...

GoogleAlerts/AI automation workers · 16 Sep 2026

Gallup finds US union approval soaring at 1965 levels as AI job fears fuel support - Yahoo

The text converts rising anxiety into a story of possible labor revival. It treats union approval—71% overall, with 47% wanting greater influence—as evidence that workers can rebuild a collective shield against AI-driven instability. But...

GoogleAlerts/AI automation workers · 16 Sep 2026

M+C Saatchi Performance Partners with Komatsu to Support Talent Acquisition Strategy

This is recruitment PR disguised as industrial analysis. It turns an aging workforce and a looming staffing problem into a modernity narrative: mining is digital, automated, AI-enabled, and therefore attractive.

Axios Future · 16 Sep 2026

AI environmental concerns build as lawmakers grapple with tech panic

The excerpt converts rising public alarm into a story about institutional responsiveness. Its evidence is a poll; its implied resolution is congressional “grappling.” No demonstrated mechanism follows: no law, enforcement power, deployme...

GoogleAlerts/artificial intelligence job losses · 16 Sep 2026

Mirror publisher to cut 220 editorial jobs as readers turn to AI summaries - The Guardian

This is not a routine newsroom restructure. It is the visible failure of Reach’s acquisition model. Google supplied the audience; AI summaries now intercept the audience before it reaches the publisher. Reach is responding by abandoning ...

Hacker News Front Page · 16 Sep 2026

Microsoft says AI rival Anthropic could have 'disastrous impact' on humanity

The text is staging a dispute between two corporate factions over how advanced AI should be domesticated. Microsoft presents Anthropic's anthropomorphic framing—consciousness, welfare, agency—as a control hazard, while presenting its own...

GoogleAlerts/AI replacing jobs · 16 Sep 2026

78% of HR and talent leaders warn AI poses a threat to leadership pipelines | Onrec

The article identifies a real fracture—AI is consuming the entry-level work through which organizations traditionally trained future managers. It then converts that fracture into a marketable HR problem solvable through intentional devel...

GoogleAlerts/AI replacing jobs · 16 Sep 2026

These 3 charts show female‑dominated jobs are actually the most exposed to AI

This article correctly identifies the first blast radius: clerical and administrative work, heavily concentrated among women, is highly exposed to cognitive automation. It then converts that diagnosis into a policy-management narrative b...

MIT Technology Review · 16 Sep 2026

Meet a mouse whose brain cortex is made up of human cells

The article turns a xenocortical mouse into a spectacle of biological engineering, then contains the spectacle with an ethical red line: mice are acceptable; primates are not. Its actual finding is narrower and more serious than the head...

GoogleAlerts/AI replacing jobs · 16 Sep 2026

OpenAI's CFO Says AI Is Replacing some Jobs, but Many Are Mundane Ones

This is a controlled admission disguised as reassurance. OpenAI's CFO acknowledges that AI is already reducing labor demand in finance, then quarantines the damage behind words like “mundane,” “some,” and “repetitive.” The message is cle...

Axios Future · 16 Sep 2026

Canada could become the EU's first "associate member"

The article is selling geopolitical diversification as economic independence. It identifies a real defensive maneuver—Canada building alternative markets, supply chains, and security ties—but inflates that maneuver into a possible escape...

Hacker News Front Page · 16 Sep 2026

ImpactGate: A merge gate that scores the structural decay AI adds

ImpactGate turns a narrow code-maintenance heuristic into a merge-control product. It treats pre-existing complexity as a liability multiplier: adding to a heavy class or function is expensive, while introducing a new container is compar...

Austin American-Statesman · 26 Sep 2026

AI won't replace people; those who use AI tools will replace those who don't

Peter Stone lands at 38/100 (moderate) for denial. Stone's claim denies systemic AI-driven job displacement while scapegoating workers for lacking AI literacy. The quote inverts structural labor market...

Hacker News Front Page · 16 Sep 2026

Show HN: How Stale Is Your AI? Release age and training cutoff for 20 models

The page converts model freshness into a measurable consumer metric: release date, training cutoff, and the launch-day lag between them. Its useful contribution is exposing that “new” models may already contain months of informational de...

Hacker News Front Page · 16 Sep 2026

Scaling Golang CI by Replacing actions/setup-go

This is a cache-key and cache-lifecycle correction dressed as a software-factory productivity story. The article identifies a real failure: GitHub’s setup-go key is too coarse, parallel jobs interfere with one another, and immutable cach...

MIT Technology Review · 16 Sep 2026

The Download: AI’s trillion-dollar gamble and OpenAI’s biology data bid

This newsletter packages a structural rupture as a portfolio of disconnected technology stories.

GoogleAlerts/artificial intelligence job losses · 26 Sep 2026

Sara Jacobs, Greg Casar and Valerie Foushee propose bill to tax AI companies and fund jobs

Sara Jacobs, Greg Casar, Valerie Foushee lands at 30/100 (moderate) for fantasy economics. This policy proposal scores moderate cope because it engages with AI displacement rather than denying...

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