# The Discontinuity Thesis > A Sequence of Seven Essays on Why Postwar Capitalism Ends Author: Ben Luong Version: v1.1.2 final Publication date: May 2026 Canonical HTML: https://thesis.copecheck.com/ Plain text: https://thesis.copecheck.com/full.txt Structured JSON: https://thesis.copecheck.com/data.json PDF: https://thesis.copecheck.com/assets/The_Discontinuity_Thesis_v1_1_2.pdf ## Purpose This is the CopeCheck one-page web edition of The Discontinuity Thesis. The complete thesis text is present in the HTML and is also exposed as plain text and JSON for agents. ## Appendix III live register Status: live_evidence_active Updated: 2026-05-16T10:09:08Z Summary: Appendix III is wired as a live evidence register. The baseline document remains fixed at v1.1.2; scanner additions can be appended here without rebuilding the thesis page. - AutoScout24 scales engineering with AI-powered workflows URL: https://openai.com/index/autoscout24/ Publisher: OpenAI Category: deployment Claim: OpenAI reports that AutoScout24 rolled out ChatGPT to roughly 2,000 employees and Codex to roughly 1,000 builder employees, with selected projects compressed from 2-3 weeks to 2-3 days. Relevance: Appendix III, section four: enterprise deployment evidence - Chatham Financial trade validation compressed from 30 minutes to under 4 URL: https://www.linkedin.com/company/openai/ Publisher: OpenAI for Business / Chatham Financial Category: deployment Claim: OpenAI for Business and Chatham Financial described a GPT-5.5-Codex workflow that reduced trade validation from roughly 30 minutes to under 4 minutes, with real-time compliance monitoring for 160+ registered employees and audit-ready workflow outputs. Relevance: Appendix III, section four: enterprise deployment evidence - Agents, robots, and us: how AI reshapes work and skills in Europe URL: https://www.mckinsey.com/mgi/our-research/agents-robots-and-us-how-ai-reshapes-work-and-skills-in-europe Publisher: McKinsey Global Institute Category: labour_market Claim: McKinsey Global Institute estimates that 58% of current work hours across ten European countries are technically automatable with existing technologies, including 44% by agents and 14% by robots. Relevance: Appendix III, sections five to seven: labour-market evidence and deployment continuation - Working with AI: measuring the occupational implications of generative AI URL: https://www.microsoft.com/en-us/research/publication/working-with-ai-measuring-the-occupational-implications-of-generative-ai/ Publisher: Microsoft Research Category: labour_market Claim: Microsoft Research analysed 200,000 anonymised Bing Copilot conversations and mapped generative AI applicability across occupations, with high exposure concentrated in communication, analysis, writing, sales, and knowledge-work roles. Relevance: Appendix III, sections five to seven: labour-market evidence and provider framing - Trinity College Dublin and Microsoft Ireland Research Shows a Widening AI Maturity Gap Between SMEs and Large Organisations URL: https://news.microsoft.com/source/emea/features/trinity-college-dublin-and-microsoft-ireland-research-shows-a-widening-ai-maturity-gap-between-smes-and-large-organisations/ Publisher: Microsoft Source EMEA / Trinity College Dublin Category: labour_market Claim: The AI Economy Ireland 2026 report says 92% of Irish organisations use or plan to use AI, but only 10% describe deployment as advanced or frontier-level; large organisations are more than twice as likely as SMEs to save 2+ hours per week per employee, while formal AI policy is associated with 10x higher rates of major productivity gains. Relevance: Appendix III, sections five to seven: labour-market evidence, organisational readiness, and deployment continuation - Accenture Ireland: Generating Impact — Turning Frontier AI Capabilities into Frontline Productivity and Growth in Ireland URL: https://www.accenture.com/content/dam/accenture/final/accenture-com/document-fy26/q3/Generating-Impact-Ireland.pdf Publisher: Accenture Ireland Category: consultancy_cope Claim: Accenture reports that 82% of Irish working hours are now ‘AI-reinventable’ (up from 42% in 2024), that AI is already being used for tasks accounting for 20% of working hours, and that 39% of Irish employees expect their job to be unrecognisable or disappear completely by end of the decade. Entry-level hiring demand expectations have deteriorated sharply: share of executives expecting increased entry-level demand fell from 49% to 33%, while those expecting reduced demand rose from 21% to 37%. Writing and editing declined across 51 Irish occupations 2023–2025. Relevance: Appendix III, section six: consultancy cope framing as evidence signal — the firms selling AI transformation are now publishing displacement data inside productivity narratives - Singular Bank automates banking workflows with OpenAI URL: https://openai.com/index/singular-bank/ Publisher: OpenAI Category: deployment Claim: Singular Bank integrated OpenAI models to automate core banking workflows including document processing, client onboarding, and routine compliance tasks. Processing time for previously manual workflows was reduced by over 80%. Staff were redeployed from execution roles to oversight roles. The bank now treats AI as operational infrastructure. Relevance: Appendix III, section four: financial-sector deployment evidence — banking workflows automated end-to-end, not assisted - Databricks brings GPT-5.5 to enterprise agent workflows URL: https://openai.com/index/databricks Publisher: OpenAI Category: benchmark Claim: Databricks uses GPT-5.5 for enterprise agent workflows after the model set a new state of the art on the OfficeQA Pro benchmark. Relevance: Appendix III, section one: model and benchmark capability evidence - A new personal finance experience in ChatGPT URL: https://openai.com/index/personal-finance-chatgpt Publisher: OpenAI Category: vendor Claim: Preview a new personal finance experience in ChatGPT for Pro users in the U.S. Securely connect your financial accounts and get AI-powered insights and guidance grounded in your financial context, goals, and priorities. Relevance: Appendix III, section two: vendor threshold and platform capability evidence - Sea's View on the Future of Agentic Software Development with Codex URL: https://openai.com/index/sea-david-chen Publisher: OpenAI Category: deployment Claim: Sea Limited's CPO explains why the company is deploying Codex across engineering teams to accelerate AI-native software development in Asia. Relevance: Appendix III, section four: enterprise deployment evidence - Work with Codex from anywhere URL: https://openai.com/index/work-with-codex-from-anywhere Publisher: OpenAI Category: vendor Claim: Use Codex anywhere with the ChatGPT mobile app. Monitor, steer, and approve coding tasks in real time across devices and remote environments. Relevance: Appendix III, section two: vendor threshold and platform capability evidence - Helping ChatGPT better recognize context in sensitive conversations URL: https://openai.com/index/chatgpt-recognize-context-in-sensitive-conversations Publisher: OpenAI Category: vendor Claim: Learn how new ChatGPT safety updates improve context awareness in sensitive conversations, helping detect risk over time and respond more safely. Relevance: Appendix III, section two: vendor threshold and platform capability evidence - Building a safe, effective sandbox to enable Codex on Windows URL: https://openai.com/index/building-codex-windows-sandbox Publisher: OpenAI Category: vendor Claim: Learn how OpenAI built a secure sandbox for Codex on Windows, enabling safe, efficient coding agents with controlled file access and network restrictions. Relevance: Appendix III, section two: vendor threshold and platform capability evidence - Our response to the TanStack npm supply chain attack URL: https://openai.com/index/our-response-to-the-tanstack-npm-supply-chain-attack Publisher: OpenAI Category: vendor Claim: OpenAI details its response to the TanStack “Mini Shai-Hulud” supply chain attack, outlines protections taken to secure systems and signing certificates, and explains why macOS users must update OpenAI apps by June 12, 2026. Learn what happened, what was affected, and how OpenAI is strengthening defenses against evolving software supply chain threats. Relevance: Appendix III, section two: vendor threshold and platform capability evidence - What Parameter Golf taught us about AI-assisted research URL: https://openai.com/index/what-parameter-golf-taught-us Publisher: OpenAI Category: benchmark Claim: Parameter Golf brought together 1,000+ participants and 2,000+ submissions to explore AI-assisted machine learning research, coding agents, quantization, and novel model design under strict constraints. Relevance: Appendix III, section one: model and benchmark capability evidence - How NVIDIA engineers and researchers build with Codex URL: https://openai.com/index/nvidia Publisher: OpenAI Category: benchmark Claim: Teams use Codex with GPT-5.5 to ship production systems and turn research ideas into runnable experiments. Relevance: Appendix III, section one: model and benchmark capability evidence - OpenAI Campus Network: Student club interest form URL: https://openai.com/index/openai-campus-network-student-club-interest-form Publisher: OpenAI Category: vendor Claim: Join the OpenAI Campus Network—connect student clubs worldwide, access AI tools, host events, and build an AI-powered campus community. Relevance: Appendix III, section two: vendor threshold and platform capability evidence - OpenAI launches DeployCo to help businesses build around intelligence URL: https://openai.com/index/openai-launches-the-deployment-company Publisher: OpenAI Category: benchmark Claim: OpenAI launches DeployCo, a new enterprise deployment company built to help organizations bring frontier AI into production and turn it into measurable business impact. Relevance: Appendix III, section one: model and benchmark capability evidence - Running Codex safely at OpenAI URL: https://openai.com/index/running-codex-safely Publisher: OpenAI Category: vendor Claim: How OpenAI runs Codex securely with sandboxing, approvals, network policies, and agent-native telemetry to support safe and compliant coding agent adoption. Relevance: Appendix III, section two: vendor threshold and platform capability evidence - Scaling Trusted Access for Cyber with GPT-5.5 and GPT-5.5-Cyber URL: https://openai.com/index/gpt-5-5-with-trusted-access-for-cyber Publisher: OpenAI Category: benchmark Claim: OpenAI expands Trusted Access for Cyber with GPT-5.5 and GPT-5.5-Cyber, helping verified defenders accelerate vulnerability research and protect critical infrastructure. Relevance: Appendix III, section one: model and benchmark capability evidence - Parloa builds service agents customers want to talk to URL: https://openai.com/index/parloa Publisher: OpenAI Category: deployment Claim: Parloa leverages OpenAI models to power scalable, voice-driven AI customer service agents, enabling enterprises to design, simulate, and deploy reliable, real-time interactions. Relevance: Appendix III, section four: enterprise deployment evidence - Advancing voice intelligence with new models in the API URL: https://openai.com/index/advancing-voice-intelligence-with-new-models-in-the-api Publisher: OpenAI Category: vendor Claim: Explore new realtime voice models in the OpenAI API that can reason, translate, and transcribe speech, enabling more natural and intelligent voice experiences. Relevance: Appendix III, section two: vendor threshold and platform capability evidence - Testing ads in ChatGPT URL: https://openai.com/index/testing-ads-in-chatgpt Publisher: OpenAI Category: vendor Claim: OpenAI begins testing ads in ChatGPT to support free access, with clear labeling, answer independence, strong privacy protections, and user control. Relevance: Appendix III, section two: vendor threshold and platform capability evidence - Introducing Trusted Contact in ChatGPT URL: https://openai.com/index/introducing-trusted-contact-in-chatgpt Publisher: OpenAI Category: vendor Claim: Introducing Trusted Contact in ChatGPT, an optional safety feature that notifies someone you trust if serious self-harm concerns are detected. Relevance: Appendix III, section two: vendor threshold and platform capability evidence ## Use Use `/full.txt` when a single plain-text copy is needed. Use `/data.json` when headings, blocks, source PDF metadata, and the live Appendix III register are needed.