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.

22 figures tracked · 1794 articles autopsied

How Scoring Works

Full methodology →

COPE OF THE WEEK
Jensen Huang · Score: 74/100
Arsonist Firefighter Timeline Minimisation Deflection Elite Self Exoneration

“It is unlikely most people will lose a job to AI. It is most likely that most people will lose their job to somebody who uses AI. And so we have to make sure that everybody uses AI.”

Huang achieves a high cope score by simultaneously minimizing the scale of displacement while framing the problem through an individualist lens ("your coworker" vs. AI as a system). The rhetorical move—"you'll lose to someone who uses AI"—obscures the structural reality that AI IS eliminating roles en masse. His proposed solution, "make sure everybody uses AI," conveniently aligns with NVIDIA's business model as the primary AI hardware supplier. He is, in effect, selling the accelerant and the fire extinguisher. This is textbook arsonist-firefighter cope: build the displacement technology, then propose "widespread AI adoption" as the remedy. The statement also sidesteps any discussion of economic restructuring, safety nets, or the actual pace of displacement currently underway. A 74 is appropriate given the sophisticated reframing and the egregious conflict of interest inherent in a GPU kingpin advising workers to simply "use more AI."

#1
Portrait of Andrew Ng, AI Educator / Investor
Andrew Ng
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.
techno_optimism, jobs_will_be_created, denial, false_reassurance, elite_self_exoneration, historical_cope
“"Telling overblown stories of large-scale unemployment is irresponsible and damaging... AI — like any other technology —…”
86
TERMINAL COPIUM
▼5
2 quotes
#2
Portrait of Satya Nadella, CEO, Microsoft
Satya Nadella
CEO, Microsoft
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.
augmentation_fantasy, elite_self_exoneration, techno_optimism
“"train three million Australians with AI skills by 2028" (plus direct quote praising Australia's "readiness" for AI with…”
73
HEAVY COPE
▼5
3 quotes
#3
Portrait of Jensen Huang, CEO, NVIDIA
Jensen Huang
CEO, NVIDIA
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.
** techno_optimism, elite_self_exoneration, arsonist_firefighter, false_reassurance
“** "AI revolution... a complete reset of computing that will empower individuals and reindustrialize America... embrace …”
67
HEAVY COPE
▼2
14 quotes
#4
Portrait of Marc Andreessen, Co-founder, a16z
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, false_reassurance, elite_self_exoneration
“"This is the way" (amplifying Pompliano's reversal from "AI will replace entry-level jobs" to "the data shows otherwise"…”
64
HEAVY COPE
12 quotes
#5
Portrait of Elon Musk, CEO, xAI / Tesla
Elon Musk
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, arsonist_firefighter, timeline_minimisation, elite_self_exoneration, false_reassurance
“** "Don't worry about squirreling money away for retirement in 10 or 20 years... It won't matter."”
63
HEAVY COPE
▼2
7 quotes
#6
Portrait of Sam Altman, CEO, OpenAI
Sam Altman
CEO, OpenAI
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.
terminal_copium,arsonist_firefighter,elite_self_exoneration
“"work itself is a luxury... Governmental support for the jobless wouldn't be needed because everyone would be wealthy"”
62
HEAVY COPE
▲1
20 quotes
#7
Portrait of Vinod Khosla, Founder, Khosla Ventures
Vinod Khosla
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,deflection
“"AI will be able to do 80% of jobs by 2030"”
58
HEAVY COPE
▲46
2 quotes
#8
Portrait of Yann LeCun, Chief AI Scientist, Meta
Yann LeCun
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, elite_self_exoneration, techno_optimism
“** "Dario is wrong." [implied: on the timeline and severity of AI job displacement]”
57
HEAVY COPE
▼2
5 quotes
#9
Portrait of Gary Marcus, AI Critic / Author
Gary Marcus
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, timeline_minimisation
“N/A (Marcus not quoted — statement reflects Barnard's framing of Marcus as critic of current capabilities, not Marcus's …”
57
HEAVY COPE
▼6
5 quotes
#10
Portrait of Mark Zuckerberg, CEO, Meta
Mark Zuckerberg
CEO, Meta
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.
arsonist_firefighter, false_reassurance, partial_acknowledgment
“"People will be more important in the future, not less."”
53
MODERATE
20 quotes
#11
Portrait of Paul Krugman, Economist / Columnist
Paul Krugman
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
“** "Krugman has argued that technological change can weaken worker bargaining power and contribute to rising inequality,…”
50
MODERATE
2 quotes
#12
Portrait of Daron Acemoglu, Economist, MIT (Nobel 2024)
Daron Acemoglu
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.
N/A (off-topic to cope scoring — genuine structural acknowledgment)
“"AI is bad for equality, the working class, and democracy" / "concentrate wealth, reduce meaningful employment, and weak…”
50
MODERATE
11 quotes
#13
Portrait of Yuval Noah Harari, Historian / Author
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, techno_optimism, deflection
“"I think there will be immense new wealth created by these technologies... I'm less sure that the governments will be ab…”
45
MODERATE
▲45
1 quote
#14
Portrait of Geoffrey Hinton, Godfather of AI / Nobel Laureate
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.
partial_acknowledgment, false_reassurance
“"surviving the AI wave will depend on building advanced skills, showing that adaptability and expertise are becoming mor…”
44
MODERATE
8 quotes
#15
Portrait of Sundar Pichai, CEO, Google/Alphabet
Sundar Pichai
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.
** partial_acknowledgment, deflection
“** N/A (Pichai's actual quoted statement contains zero cope — just the 75% figure. The cope is editorial, not his.)”
40
MODERATE
▲5
3 quotes
#16
Portrait of Dario Amodei, CEO, Anthropic
Dario Amodei
CEO, Anthropic
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, arsonist_firefighter
“"A significant proportion of entry-level positions across finance, consulting, and technology sectors could vanish withi…”
39
MODERATE
▼1
14 quotes
#17
Portrait of Demis Hassabis, CEO, Google DeepMind
Demis Hassabis
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.
not_attributed
“N/A”
Unscored
#18
Portrait of Eliezer Yudkowsky, AI Alignment Researcher / MIRI Founder
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.
not_attributed
“N/A”
Unscored
#19
Portrait of Kai-Fu Lee, CEO, Sinovation Ventures
Kai-Fu Lee
CEO, Sinovation Ventures
Wrote the book on AI superpowers, then invested in the companies making his predictions come true. Frames everything as US vs China so he never has to answer what happens to the workers caught in between.
not_attributed
“N/A”
Unscored
#20
Portrait of Larry Summers, Former US Treasury Secretary
Larry Summers
Former US Treasury Secretary
Former Treasury Secretary who insists labor markets always adjust, despite zero evidence they'll adjust fast enough this time. Scapegoats anyone who wants to discuss transition pain as being insufficiently rigorous.
not_attributed
“N/A”
Unscored
#21
Portrait of Tim Cook, CEO, Apple
Tim Cook
CEO, Apple
Treats AI like it's just another feature drop alongside a new emoji pack. His cope is the most corporate on the index — by pretending the revolution is an iteration, he never has to address what it actually means.
not_attributed
“N/A”
Unscored
#22
Portrait of Tyler Cowen, Economist / Blogger
Tyler Cowen
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.
not_attributed
“N/A”
Unscored

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 →
Filtered to high-relevance. Show all →
Hacker News Front Page · 08 May 2026

Mux (YC W16) Is Hiring

This is a job posting for a legacy video stack company whose entire value proposition—encoding, transcoding, and streaming human-uploaded video—is an artifact of a production paradigm that AI is currently dissolving. The perks are excell...

The Cope Report

A weekly digest of AI displacement cope, scored by the Oracle.
Top stories, new verdicts, and fresh data.

Subscribe Free

Weekly. No spam. Unsubscribe anytime. Powered by beehiiv.

Got feedback?

Send Feedback