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Cover for Weekly Macro | Chips Down. Oil Up.

MACROPRO

LATEST

Jul 20, 2026

Weekly Macro | Chips Down. Oil Up.

Markets ended the week under pressure from two shocks that affect valuation through different channels.

#oil#ai#semiconductor

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Cover for The Moat Was Never the Model. The Market Hasn't Figured That Out Yet.

QUANTFREE

Jun 16, 2026

The Moat Was Never the Model. The Market Hasn't Figured That Out Yet.

The real battle is economic — and when a $500M capability can be extracted, compressed, and re-injected for $30M, the implications for frontier AI valuations are something the market has not yet priced.

#cybersecurity#ai#technology

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Cover for The Model Is the Nation: Claude Opus 4.8 and the US–China AI Cold War

QUANTFREE

Jun 14, 2026

The Model Is the Nation: Claude Opus 4.8 and the US–China AI Cold War

Using Claude Opus 4.8 as the current anchor of American AI national power, this analysis dissects the real fault lines across four simultaneous battlegrounds: the model gap, distillation infiltration, chip blockade, and compute bifurcation.

#ai#china-us#technology

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Cover for The Four Operations of Intelligence

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May 12, 2026

The Four Operations of Intelligence

The Four Operations of Intelligence The Four Operations of Intelligence Most people think AI is about models. Bigger models. More parameters. More agents. More automation.

#ai

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MACROPRO

May 07, 2026

Life as Cognitive Dice

I · THE INHERITANCE You Did Not Choose Your Starting Weights In April 2026, Anthropic published a paper in Nature with a name almost deliberately mundane: "Language models transmit...

#ai#trading#cognitive-science

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Cover for Palantir Is Not Just Another SaaS

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May 06, 2026

Palantir Is Not Just Another SaaS

Here's why Michael Burry is wrong about Palantir..

#ai#palantir#tech

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Cover for The 20 Prompts Every Options Traders Should Use

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May 05, 2026

The 20 Prompts Every Options Traders Should Use

These are top 20 options trading prompts and how to use them

#options#ai#prompts

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Cover for The 20 Prompts Every Trader Should Have Before They Touch a Chart

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May 04, 2026

The 20 Prompts Every Trader Should Have Before They Touch a Chart

These are top 20 prompts for every traders to learn before they trade.

#trading#trader-skills#ai

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Cover for Productivity in the AI Era (Part III) The Real Moat Is Not Prompting. It Is Workflow Ownership.

QUANTPRO

Apr 29, 2026

Productivity in the AI Era (Part III) The Real Moat Is Not Prompting. It Is Workflow Ownership.

Prompts is not everything. Workflow defines quality of everything you prompted

#ai#work-flow#ai-skills

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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

MACROFREE

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.

#ai#artificial-intelligence

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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...

#ai#artificial-intelligence#investing

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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

#ai#artificial-intelligence#tech

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MACROFREE

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

#ai#artificial-intelligence#tech

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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

#ai#blackswan#artificial-intelligence

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MACROFREE

Nov 20, 2025

AI= 黑天鹅产生器？

前段时间Cloudflare全球挂了。作为全球最佛，技术实力最雄厚的托管商。(我的平台就是cloudflare托管的，没花钱）。由于Cloudflare 用来判别机器人和爬虫的模块bot management 升级了AI组件～ AI疯狂判定新的bot（甚至把UA/IP/header signature也归类为bot)

#ai#人工智能#科技

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Cover for The End of the Scaling LAW: Here's why AI bubble may ends just now

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Nov 17, 2025

The End of the Scaling LAW: Here's why AI bubble may ends just now

Why the LLM Mania Should End Now By Dorian — 2025 1. Introduction: The Golden Age Has Already Passed When the transformer revolution erupted in 2017 and the scaling law was formali...

#ai#llm

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Cover for AI大模型的死局：The Failing Scaling Law

MACROFREE

Nov 16, 2025

AI大模型的死局：The Failing Scaling Law

AI大模型的死局：The Failing Scaling Law Ilya 当时最重要的洞见，就是通过scaling law大规模地训练模型以激活模型本身的能量。当时他是对的，这也是LLM大语言模型至关重要的跃迁。tokenizer+transformer+neural network使得大模型能够回应人类，而非生成一堆无意义的陈腔滥调和无法链接的文字。

#ai

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MACROPRO

Oct 27, 2025

机器与资本共生：对冲基金 AI 研究员实战手册

Machine × Capital: The Hedge Fund AI er’s Playbook 研究目标：把 AI 从“能跑模型”升级为“可复用、可监控、可扩容的现金流装置”，在不恶化拥挤度和冲击成本的前提下，稳定贡献 10–30 bps/月的结构性 α。主线：数据工程 → 模型工程 → 执行与风控 → 治理与审计 → 产能扩张。

#ai#对冲基金

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MACROPRO

Oct 27, 2025

机器与资本共生：对冲基金 AI 研究员实战手册

Machine × Capital: The Hedge Fund AI er’s Playbook 一页摘要（给没耐心的 PM）研究目标：把 AI 从“能跑模型”升级为“可复用、可监控、可扩容的现金流装置”，在不恶化拥挤度和冲击成本的前提下，稳定贡献 10–30 bps/月的结构性 α。

#ai#对冲基金

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