Regenerative Economist, Sovereignty Architect, and Chief Engineer | De-risking AI Adoption | linkedin.com/in/csomaratne

Well said, @DAcemogluMIT.
My new book #WhatHappenedToLiberalDemocracy is out on August 11. Here is a brief message about my motivation for writing this book and its central thesis. Pre-order links are available here: shapingwork.mit.edu/what-hap…. I hope you will join me in the discussion.
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On Friday, I wrote about the "Org Apocalypse"—how AI is collapsing the internal coordination tax that justified corporate hierarchies, leaving workers caught as collateral damage. linkedin.com/feed/update/urn…
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⚠️ "Job Apocalypse" vs "Org Apocalypse" linkedin.com/posts/csomaratn…
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Let's give the people what they need the most. Trust! Consistency! Leadership!
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We need to tell the people the truth. They're tired of spin; they need the truth, and they are ready to hear it.
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Please start looking for ways to solve the problem. We don't solve the social problem of AI when leaders are inconsistent.
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So, which is it? Is it our best friend? Will it make the world a better place? Will it create equity? Or is it going to kill us all? Is it going to end the civilisation?
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Three Principles for Ethical AI and the Digital Economy: 1️⃣ Social Media has to be Digital Public Infrastructure for the national interest, owned by each nation.
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This is only a starting point for the conversation. Let's hear what you have to say. Share your thoughts in the comments below 👇.
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3️⃣ All AI Models created are owned by those who commissioned the work (government, private sector, or individual), with access to ethically sourced data provided by them.
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2️⃣ All AI Labs have to be Sovereign AI Labs (S-Labs) as a Public-Private Partnership, jointly owned by public and private citizens of each country, using a Steward-ownership model.
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So, which is it?
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@Microsoft, @MrKRudd, @AlboMP, what’s the missing piece between these two?
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Chamara Somaratne retweeted
I want to briefly explain why I joined Abhijit Banerjee, Peter Diamond, Esther Duflo, Paul Krugman and Joe Stiglitz in signing the letter on the California billionaire tax: ft.com/content/94ec0fee-53ab… In principle, I am not convinced that permanent wealth taxes would be necessary if the tax-transfer system were designed optimally. But the US tax system is very far from optimal, and has been for decades. As I have documented in my research (for example, here: mitsloan.mit.edu/shared/ods/…), labor income is taxed much more heavily than capital income. This asymmetry creates two distinct problems. First, it makes the tax system highly regressive at the top. The very rich, who receive much of their income from capital or can use accounting tricks to reclassify their income as capital income, pay remarkably little in taxes. For example, a business owner who runs their own company should receive a significant part of their income as labor earnings for their work as CEO. Instead, they can take their compensation in stock and borrow against those holdings to finance whatever consumption they desire, minimizing their tax obligations. Even their heirs may avoid paying these taxes. Second, the asymmetry distorts automation decisions: it effectively subsidizes machinery and AI relative to hiring workers (for example, here: brookings.edu/articles/does-…). These distortions have allowed a small number of people to amass vast fortunes without paying their fair share of taxes, and have fueled excessive automation. The resulting inequality is a problem in its own right. It is all the more dangerous today because our institutions have become fragile, allowing the very wealthy to exert growing control over the political process. A temporary wealth tax can therefore be justified on three grounds: (1) it partially reverses the effects of more than two decades of tax avoidance by the very wealthy; (2) it acts as a brake on their growing dominance over the political process; and (3) it may pave the way for more comprehensive tax reform at the federal level. The California billionaire tax is not perfect. For example, a federal tax would lessen risks related to capital flight, and removing the rigid earmarking of the revenues for specific purposes would enable the proceeds to reduce the national debt. Nevertheless, with few other options on the table, I believe the California proposal deserves support.
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One cli to rule them all, One cli to find them, One cli to bring them all and in the darkness bind them. Join the @sovereignengram to learn more. N.B.: Adapted from LOTR
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When software becomes free, the legacy behemoths and VCs fail to recognise the limits of their current business models, and it becomes the Blockbuster (or Kodak, if you prefer the retro craft) moment.
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They still try to monetise the legacy Corliss engines they've built, and VCs keep funding them to build new ones, while we help businesses realise value with fractional-horsepower motors and rearrange assembly lines. -Chamara Somaratne
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