https://threadbaire.com/blog/ Structural analysis of AI infrastructure economics by Lida Liberopoulou. All articles CC BY-SA 4.0. en-us Fri, 31 Jul 2026 12:28:16 GMT https://threadbaire.com/blog/posts/a-tale-of-two-earnings-what-the-filings-cannot-show.html https://threadbaire.com/blog/posts/a-tale-of-two-earnings-what-the-filings-cannot-show.html Fri, 31 Jul 2026 00:00:00 GMT Six structural claims about hyperscaler earnings disclosure, filed before the event with pass/fail conditions, all confirmed. The score matters less than what it reveals: a recurring pattern in which investment effects, commercial demand, and infrastructure costs are each visible, but the connections between them are not. Lida Liberopoulou https://threadbaire.com/blog/posts/a-tale-of-two-earnings-what-the-filings-cannot-show.md https://threadbaire.com/blog/posts/a-tale-of-two-earnings.html https://threadbaire.com/blog/posts/a-tale-of-two-earnings.html Mon, 27 Jul 2026 00:00:00 GMT Nvidia is guaranteeing its own customer's debt. Google is booking unrealised gains on companies that buy its cloud compute. Amazon's Anthropic position contributed $12.3 billion to quarterly income from a price adjustment. On Wednesday and Thursday, Microsoft and Apple report from opposite sides of this pattern. Six falsifiable predictions about what the filings will disclose and what they will leave impossible to calculate. Lida Liberopoulou https://threadbaire.com/blog/posts/a-tale-of-two-earnings.md https://threadbaire.com/blog/posts/the-wrong-game.html https://threadbaire.com/blog/posts/the-wrong-game.html Fri, 03 Jul 2026 00:00:00 GMT Microsoft voluntarily disclosed Xbox's internal margin after twenty-five years of absorbing worse losses quietly. The question is not whether Xbox deserved a reset but why the only window into internal economics opened for the business unit furthest from the question investors are actually asking. Lida Liberopoulou https://threadbaire.com/blog/posts/the-wrong-game.md https://threadbaire.com/blog/posts/the-silicon-industrialists-part-2.html https://threadbaire.com/blog/posts/the-silicon-industrialists-part-2.html Fri, 19 Jun 2026 00:00:00 GMT Every major infrastructure technology before software followed the same path: massive capital, consolidation, capture. The personal computer, independent software, and the open internet broke that pattern because specific institutional decisions opened the substrate before anyone could close it. Part 2 traces the escape and asks what held the ladder in place. Lida Liberopoulou https://threadbaire.com/blog/posts/the-silicon-industrialists-part-2.md https://threadbaire.com/blog/posts/the-silicon-industrialists-part-1.html https://threadbaire.com/blog/posts/the-silicon-industrialists-part-1.html Wed, 27 May 2026 00:00:00 GMT AI's costs are industrial. Its revenue mechanisms are dissolving. The collision between these two forces is pushing the most transformative technology in a generation toward regression, through infrastructure dependencies, venture capital, startup absorption, and the capture of open source. Part 1 of a series on the economic forces shaping AI. Lida Liberopoulou https://threadbaire.com/blog/posts/the-silicon-industrialists-part-1.md https://threadbaire.com/blog/posts/who-holds-the-keys-to-the-agent-web-part-3.html https://threadbaire.com/blog/posts/who-holds-the-keys-to-the-agent-web-part-3.html Sat, 09 May 2026 00:00:00 GMT The post-transaction layer is where the deepest capture in agent commerce occurs: not through security, payments, or model training, but through the record a service keeps after the agent has acted. The risk is that the vendor becomes the only party that can explain how the work was done. Lida Liberopoulou https://threadbaire.com/blog/posts/who-holds-the-keys-to-the-agent-web-part-3.md https://threadbaire.com/blog/posts/tools-multiply-seats-collapse.html https://threadbaire.com/blog/posts/tools-multiply-seats-collapse.html Tue, 21 Apr 2026 00:00:00 GMT Per-seat software pricing is a twenty-five-year artifact of the human bottleneck. When agents can invoke a capability thousands of times in an hour, the software market sorts into two categories: tool-makers whose usage multiplies, and coordination surfaces whose seat economics hollow out. A sorting test for your vendor list. Lida Liberopoulou https://threadbaire.com/blog/posts/tools-multiply-seats-collapse.md https://threadbaire.com/blog/posts/two-bridges-to-the-same-place.html https://threadbaire.com/blog/posts/two-bridges-to-the-same-place.html Tue, 14 Apr 2026 00:00:00 GMT The competition between frontier AI labs is itself the proof that the model layer is commoditising. The labs matching each other in compressed timeframes, the platform owners building model-agnostic infrastructure, and open-weight models closing the gap from below. These three convergence forces reproduce the structural pattern of the browser war, where the winner didn't get to keep the winnings. Lida Liberopoulou https://threadbaire.com/blog/posts/two-bridges-to-the-same-place.md https://threadbaire.com/blog/posts/who-holds-the-keys-to-the-agent-web-part-2.html https://threadbaire.com/blog/posts/who-holds-the-keys-to-the-agent-web-part-2.html Wed, 25 Mar 2026 00:00:00 GMT The agent commerce infrastructure is being built right now. Payment rails, trust registries, autonomous wallets. And the capture this time will be about transactions, trust, and the reasoning traces that accumulate when agents do the work Lida Liberopoulou https://threadbaire.com/blog/posts/who-holds-the-keys-to-the-agent-web-part-2.md https://threadbaire.com/blog/posts/who-holds-the-keys-to-the-agent-web-part-1.html https://threadbaire.com/blog/posts/who-holds-the-keys-to-the-agent-web-part-1.html Wed, 18 Mar 2026 00:00:00 GMT The AI agent web is still forming. The protocols are open but capture point is authentication and the identity vendors are moving fast Lida Liberopoulou https://threadbaire.com/blog/posts/who-holds-the-keys-to-the-agent-web-part-1.md https://threadbaire.com/blog/posts/the-humans-wont-be-called-back.html https://threadbaire.com/blog/posts/the-humans-wont-be-called-back.html Wed, 04 Mar 2026 00:00:00 GMT AI will produce bad code. Companies will realise their mistake. And then they will call the humans back. That prediction is wrong. Lida Liberopoulou https://threadbaire.com/blog/posts/the-humans-wont-be-called-back.md