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 · 11673 articles autopsied
arXiv cs.AI
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12 Sep 2026
This is not a solution to clinical reasoning. It is an orchestration study: arithmetic is moved into a deterministic Python executor, while the language model decides how to invoke it. The paper’s useful discovery is that arithmetic is n...
Big News Network.com
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20 Sep 2026
Goldman Sachs Research lands at 32/100 (moderate) for minimisation. The report accurately documents substantial AI-related job losses in specific sectors (call centers down 27-39%) and acknowledges impacts on...
arXiv cs.AI
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12 Sep 2026
This paper moves AI evaluation from isolated benchmark performance to continuous institutional deployment. Its real project is to make agents tolerable inside human workflows: resilient under accumulating disruption, capable of escalatio...
arXiv cs.AI
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12 Sep 2026
This is a capability-release paper disguised as a recipe. Its real product is not merely a 30/42 score. It demonstrates that elite proof production can be decomposed into specialist training, iterative generation, model-based verificatio...
arXiv cs.AI
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12 Sep 2026
The abstract converts grokking from an intriguing training anomaly into an engineering control problem. Across 384 synthetic configurations, it fits a timing law for the shift from memorization to generalization and identifies data compl...
Donald Trump lands at 54/100 (moderate) for denial. Trump explicitly denies AI displacement and safety concerns by labeling them 'hoaxes,' scapegoats Democrats, and presents optimistic 25% GDP figure...
arXiv cs.AI
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12 Sep 2026
This is a narrow engineering study that converts LoRA rank selection into a compute-efficiency heuristic. Under fixed settings, CIFAR-10, a DDPM U-Net, and limited validation on Tiny DiT, it finds rank 4 marginally beats rank 8 on DDPM F...
arXiv cs.AI
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12 Sep 2026
The paper’s real object is not “cognitive reasoning” in general. It is a domain-specific ARC solver: three specialized modules perform rule discovery, pattern composition, and structural abstraction through a fallback pipeline. The claim...
FinancialContent
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19 Sep 2026
William Michael Cunningham lands at 12/100 (lucid) for lucid. The claim acknowledges rather than denies real AI displacement risks. It provides structural economic analysis recognizing that ownership and...
arXiv cs.AI
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12 Sep 2026
The paper turns a specialist translation workflow—variables, constraints, objectives, penalty terms, and penalty weights—into an agent pipeline with benchmarked performance. Its real contribution is not autonomous optimization. It is the...
GoogleAlerts/AI replacing jobs
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19 Sep 2026
Jack Clark lands at 48/100 (moderate) for deflection. Jack Clark, a billionaire building displacement AI, tells young people liberal arts will win while simultaneously admitting his company creates...
GoogleAlerts/AI displacement employment
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19 Sep 2026
Jack Clark lands at 28/100 (moderate) for unknown. Jack Clark's claim that liberal arts will 'win' in the AI age is framed as a comfort narrative. While Clark...
GoogleAlerts/artificial intelligence job losses
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18 Sep 2026
Michael Bernick lands at 27/100 (moderate) for minimisation. Bernick explicitly minimizes AI's labour market impact using narrow current-period data while the broader context shows tech sector shedding 2,900...
Gulf Business
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19 Sep 2026
SHRM MENA Managing Director lands at 32/100 (moderate) for deflection. The MD deflects from the concrete question of job displacement by declaring it 'not useful,' effectively minimising legitimate...
Andrew Sommerman lands at 38/100 (moderate) for minimisation. Commissioner Sommerman directly acknowledges AI displacement of skilled workers and uses this structural reality to explain and normalize lower salaries...
GoogleAlerts/artificial intelligence job losses
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12 Sep 2026
The article is investor-narrative management disguised as reporting. It converts a $2.8 billion restructuring program, AI-linked job cuts, $5.40 billion in negative free cash flow, and a planned $40 billion financing raise into a story o...
GoogleAlerts/AI automation workers
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12 Sep 2026
This is an adoption narrative disguised as industry analysis. Its real subject is not whether 700 AI agents work, but whether a major RIA can convert routine operational labor into scalable machine capacity without triggering organizatio...
Hacker News Front Page
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12 Sep 2026
This is a product launch framed as infrastructure analysis. Graphify converts Roslyn’s compiler binding into machine-readable evidence, reducing the cognitive cost of navigating, refactoring, and auditing C# code. Its caveats about refle...
GoogleAlerts/AI automation workers
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18 Sep 2026
Tobias Lütke lands at 32/100 (moderate) for deflection. Lütke's warning frames AI productivity problems as individual misuse by employees rather than acknowledging systemic corporate pressure to adopt AI...
GoogleAlerts/AI automation workers
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18 Sep 2026
Jasmin Lau lands at 18/100 (lucid) for lucid. Lau scores as lucid because she explicitly acknowledges worker concerns about AI displacement as genuine rather than denying or minimizing...