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Cover for Roughly Square - The Ugly TRUTH OF LLMs

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Apr 12, 2026

Roughly Square - The Ugly TRUTH OF LLMs

approximation error discrete steps ideal curve ZTRADER · AI RESEARCH | APRIL 2026 | COGNITIVE INFRASTRUCTURE SERIES · ISSUE 01 Research Paper — Full Report Roughly Square The Ugly

#ai#artificial-intelligence#technology

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Cover for The AI Productivity Empires 01

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Mar 27, 2026

The AI Productivity Empires 01

Every technological revolution eventually becomes a power redistribution event. History never remembers the invention. It remembers who reorganized production around it.

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Cover for AI Capital Is Running Ahead of AI Earnings

MACROPRO

Dec 14, 2025

AI Capital Is Running Ahead of AI Earnings

Oracle’s Miss and the Growing Gap Between Compute Investment and Cash Flow The easiest way to misunderstand an AI bubble is to look for the 1999 version: vaporware companies with n...

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Cover for Tech Note #2 — Language and Pattern: Why Everything Reduces to Syntax

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Nov 25, 2025

Tech Note #2 — Language and Pattern: Why Everything Reduces to Syntax

By Dorian · Ztrader AI Taiwan, Nov 25, 2025 Most of my current market outlooks have moved to: blog.ztrader.ai The Planet module is undergoing a database upgrad

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Cover for AI: Friendly Helper or Generator of Black Swans

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Nov 20, 2025

AI: Friendly Helper or Generator of Black Swans

A Systems-Level Analysis of the Cloudflare Outage and the Fragility of Modern Infrastructure By Dorian — Technical Research Notes for RAG Corpus Abstract

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MACROPRO

Oct 12, 2025

连接主义 VS 符号主义：AI 技术底层与发展路线之争

左边那枚是连接主义的符号。它用流动的线条、螺旋与弧形，代表神经元之间的连续激活与分布式表示——没有明确的边界，也没有中心。每个分支都像在自我复制、递归生长，隐喻深层网络的涌现特性与自我组织。圆顶象征输入的总和，底部螺旋象征梯度与反馈的无尽迭代。整个符号向上展开，像是生物的神经丛，也像思想的树冠。右边那枚是符号主义的符号。

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