不积跬步,无以至千里
不积小流,无以成江海

Great journeys begin with small steps;
mighty rivers grow from little streams.

FundingPips – Scam or Legitimate Prop Firm?

FundingPips – Scam or Legitimate Prop Firm? Company Overview FundingPips is a proprietary trading firm based in Dubai, founded in 2020 by Khaled Ayesh. The firm offers evaluation challenges ra...

Google and PayPal Bet Big on Agentic Commerce

Google and PayPal Bet Big on Agentic Commerce When Google and PayPal unveiled their new partnership this week, they did more than announce a technical integration. They signaled a shared belief t...

Meta’s Ray-Ban Display Smart Glasses & Neural Band - A Strategic Analysi

Meta’s Ray-Ban Display Smart Glasses & Neural Band: A Strategic Analysis Executive Summary Meta has unveiled the Ray-Ban Display smart glasses alongside the Neural Band wristband controller,...

The Anti-ChatGPT - Why Thomson Reuters AI Slows Down to Speed Up the Future

The “Anti-ChatGPT”: Why Thomson Reuters’ AI Slows Down to Speed Up the Future When you hear “AI,” you probably think of ChatGPT: lightning-fast, endlessly talkative, sometimes brilliant, sometime...

Git Cheat Sheet

📝 Git Cheat Sheet As a tech guy, git is a daily life. The git cheat sheet is a MUST you must master. Getting Started Start a new repo: git init Clone an existing repo: ...

From the Speech Recognition Bubble to the AI Boom - Two Decades of Hype, Collapse, and Resurrection

From the Speech Recognition Bubble to the AI Boom: Two Decades of Hype, Collapse, and Resurrection Introduction: When History Rhymes If you’ve been watching AI over the past twenty years, you mi...

From Netscape to OpenAI - How Disruptors Ignite Tech Revolutions

🌐 From Netscape to OpenAI: How Disruptors Ignite Tech Revolutions In 1994, the Internet was a curiosity for academics and tech enthusiasts. Then came Netscape Navigator, a browser that made the we...

从语音识别泡沫到大模型热潮 - AI技术兴衰的二十年镜像

🔍 从语音识别泡沫到大模型热潮:AI 技术兴衰的二十年镜像 📑 目录 引言 语音识别与NLP的黄金梦(1995–2005) 早期崛起 泡沫破灭 结果 2020年代:大模型热潮的当下 技术飞跃 资本狂热 应用下沉 历史对比:2000年代 vs. 202...

智能代理AI部署的六大经验 - 来自麦肯锡50多个企业项目的总结

智能代理AI部署的六大经验:来自麦肯锡50多个企业项目的总结 Source — 1. 智能代理 AI 部署的六大经验 麦肯锡分析了 50 多个企业级智能代理 AI 项目,总结出六条获取实际价值的经验: 重视工作流而非单一代理: 收益来自重新设计人、流程和技术,而不仅仅是部署 AI。 在正确环节使用合适技术: 尤其在多步骤流程中,应关注工作流的集成。 投资评估机制: 定期评...

McKinsey reveals 6 lessons from 50+ agentic AI deployments

McKinsey reveals 6 lessons from 50+ agentic AI deployments Source 1. Six Lessons from Agentic AI Deployments McKinsey analyzed 50+ enterprise agentic AI projects and distilled six lessons for c...

Bell Labs - The Rise and Fall of the "Idea Factory"

Bell Labs: The Rise and Fall of the “Idea Factory” "Tech empires rise on innovation, but survive on strategy and adaptability." 📌 Introduction Few research institutions have shaped the moder...

贝尔实验室 - "创意工厂"的兴衰史

贝尔实验室: “创意工厂”的兴衰史 “科技帝国因创新而崛起,唯战略与应变才能长存” 📌 引言 很少有研究机构能像 贝尔实验室(Bell Labs) 那样深刻地塑造现代世界。被称为“创意工厂”的贝尔实验室,给我们带来了 晶体管、信息论、激光、UNIX 等众多科技成果。然而,到21世纪初,这个曾经伟大的创新引擎已渐渐淡出人们视野。 本文将探讨贝尔实验室的 历史、崛起与衰落,并分析...

Sun Microsystems - 硅谷传奇的崛起与陨落

☀️ Sun Microsystems:硅谷传奇的崛起与陨落 "科技帝国因创新而崛起,唯战略与应变才能长存。" 很少有公司像 Sun Microsystems 那样,既展现了硅谷的辉煌,也体现了其脆弱性。在鼎盛时期,Sun 无处不在——它的服务器支撑着早期互联网,它的工程师开发了定义企业计算的软件,它关于“网络就是计算机”的愿景预示了今天的云计算时代。然而,在几十年后,这家曾经带...

Sun Microsystems - The Rise and Fall of a Silicon Valley Icon

☀️ Sun Microsystems: The Rise and Fall of a Silicon Valley Icon "Tech empires rise on innovation, but survive on strategy and adaptability." Few companies embody both the brilliance and fragil...

The Rise and Fall of U.S. High-Tech Companies over the Past 30 Years - History, Causes, and Trends

📊 The Rise and Fall of U.S. High-Tech Companies over the Past 30 Years: History, Causes, and Trends "Tech empires rise on innovation, but survive on strategy and adaptability." I. Introducti...

过去30年美国高科技企业的沉浮路 - 历史、原因与趋势分析

📊 过去30年美国高科技企业的沉浮路:历史、原因与趋势分析 "科技帝国因创新而崛起,唯战略与应变才能长存。" 一、引言 过去30年,美国高科技企业经历了从快速崛起到辉煌再到部分衰落的波澜壮阔历程。互联网、移动计算、社交平台和人工智能的不断迭代推动了行业快速发展,但同时也带来了市场泡沫、企业洗牌和技术更新压力。本文旨在通过历史案例、市场数据和企业分析,总结美国科技企业的沉浮...

Market Analysis - Echoes of the Dot-Com Era in Today’s Market and Future Implications

Market Analysis: Echoes of the Dot-Com Era in Today’s Market and Future Implications Executive Summary The 2025 equity market shows striking parallels to the dot-com bubble of the late 1990s: r...

Quantitative Assessment of the Oracle–OpenAI $300B Deal

对甲骨文–OpenAI 300B美元交易的量化评估 摘要 甲骨文(Oracle)与OpenAI签署的 3000亿美元、为期五年的算力交易(自2027年起,与Stargate基础设施建设相关)推动了公司历史上最大规模的单日估值重估之一。我们的量化建模显示,虽然在乐观情境下该交易理论上可能 使甲骨文的每股收益(EPS)翻倍,但标题数字掩盖了执行风险、对交易对手的依赖以及资本开支压力。 ...

Quantitative Assessment of the Oracle–OpenAI $300B Deal

Investment Report: Quantitative Assessment of the Oracle–OpenAI Deal Executive Summary Oracle’s reported $300 billion, five-year compute deal with OpenAI (beginning in 2027, linked to the Star...

Traditional Singaporean Coffee Breakfast – A Delicious Everyday Meal for the People

A $2 Taste of Tradition: Singapore’s Classic Coffee Breakfast For months now, my mornings have begun the same way: with a short walk to a neighborhood coffee shop, just a couple of hundred met...

新加坡传统咖啡早餐

新加坡传统咖啡早餐 - 平民的一顿早餐美味 最近几个月都是在家,每天早晨必去的就是家附近的一家邻里咖啡店(地点:咖啡店google地址,Queenstown地铁站附近200米左右),去吃一顿传统的咖啡早餐。最重要的是价格喜人,一顿这样的早餐只需2个新币。同样的早餐,在很多咖啡店都要至少3块以上了。这在新加坡店铺租金年年涨,通货膨胀的今天,着实不容易。在同一家咖啡店,也有一家印度煎饼...

Analysis of Claude can now create and edit files

Impact analysis: Claude can now create and use files Anthropic has introduced a significant enhancement to its Claude AI platform: the ability to create and edit files directly within the applic...

Mercor Strategic Position in the AI Data Race - A Comparative Analysis

Mercor’s Strategic Position in the AI Data Race - A Comparative Analysis Mercor, an AI recruiting startup founded by three 21-year-old Thiel Fellows, has rapidly ascended in the AI data sector. I...

OpenWav - Empowering Artists to Take Back the Music Industry

OpenWav: Empowering Artists to Take Back the Music Industry The music industry is broken. That’s the sentiment echoed by Grammy winner Wyclef Jean, and it’s the driving force behind OpenWav, a new...

How Ribera is Using AI to Transform Healthcare for Patients and Doctors

How Ribera is Using AI to Transform Healthcare for Patients and Doctors Healthcare systems worldwide are under growing pressure. Rising demand from aging populations, the prevalence of chronic c...

垂直领域AI创业现状 - 2025年第二季度报告

垂直领域AI创业现状(2025年第二季度报告) Euclid Ventures 报告摘要 阅读原始报告 市场概览 美国和加拿大共完成 784 笔垂直 AI 融资,金额达 174 亿美元 垂直 AI 占 57% 的交易数量,36% 的融资金额 42% 的交易 > 1000 万美元,10% > 5000 万美元 医疗与金融服务占 58% 的融资额、52%...

大语言模型的系统性评估-企业集成前的必要步骤

大语言模型的系统性评估:企业集成前的必要步骤 大语言模型(LLMs)正在改变企业的运营方式——赋能客户支持、知识管理和自动化决策。然而,如果在缺乏充分评估的情况下集成这些模型,可能会给组织带来错误信息、偏见、隐私泄露以及运营失败等风险。 本指南提出了一套系统性框架,用于在企业部署前对 LLMs 进行评估,以确保安全性、可靠性和合规性。 为什么要评估 LLMs? 在集成 LLM...

Changtai Yangtze River Bridge Opens to Traffic, Setting 10 World Records

Changtai Yangtze River Bridge Opens to Traffic, Setting 10 World Records The Changtai Yangtze River Bridge officially opened today after six years of construction, establishing itself as a new l...

Implementation Guidelines for Developing Corporate AI Safety, Governance, and Regulatory Compliance Policies

Corporate AI Safety, Governance & Regulatory Compliance Policies 1. AI Safety Policies (Mostly internal corporate best practices — no single law, but based on global standards) NIST AI ...

Corporate AI Compliance Checklist

Corporate AI Compliance Checklist 1. AI Safety Risk assessment conducted for all AI systems (safety, robustness, misuse). Bias and fairness testing performed (e.g., using datasets like Ster...

AI Safety & Governance - Open-Source Tools & Benchmarks

AI Safety & Governance Open-Source Tools & Benchmarks A curated list of open-source GitHub repositories for evaluating large language models (LLMs) across various dimensions of safety, f...

Systematic Evaluation of Large Language Models Before Corporate Integration

Systematic Evaluation of Large Language Models Before Corporate Integration Large Language Models (LLMs) are transforming the way businesses operate—powering customer support, knowledge manageme...

Summary of The State of Vertical AI Q2

The State of Vertical AI (Q2 2025) Summary of Euclid Ventures Report Read the original report Market Overview $17.4B raised across 784 vertical venture financings (US & Canada) 57% of d...

Quantitative Investment Screening & Scoring Pipeline

A Quantitative Framework for Identifying High-Potential Sectors and Companies This document outlines a repeatable, quantitative research framework for analyzing industry sectors, companies, and ma...

LLM Safety and Risk Management - A Corporate Evaluation Guide

Systematic Evaluation of Large Language Models Before Corporate Integration Large Language Models (LLMs) are transforming the way businesses operate—powering customer support, knowledge management...

The Strategic Pivot from Tesla's Dojo Project

The Strategic Pivot from Tesla’s Dojo Project Date: September 3, 2025 Executive Summary Tesla, Inc. has officially disbanded its highly ambitious Dojo supercomputer project, a strategic pivot mark...

The timeline of TSLA AI Pivot

Tesla’s AI Pivot: An Interactive Analysis An interactive breakdown of Tesla's decision to end its ambitious in-house supercomputer project and its potential impact on the company's future in AI a...

Competitve intelligence report based on 25 AI startups

Competitive Intelligence Report Date: September 2025 Prepared for: Strategic Innovation Review List of 25 AI startup companies: StackAI – AI agents for the enterprise (📍 NY / SF) Infisical – ...

How will AI transform Retail

Investment Whitepaper Based on sequoiacap report The $1T Opportunity to Build the Next Amazon in Retail Executive Summary Retail, a $7 trillion industry in the United States alone, has repeate...

人工智能将如何重塑零售业

投资白皮书 基于红杉资本报告 打造下一个亚马逊的万亿美元零售机会 核心内容摘要 零售业在美国的年规模高达 7 万亿美元,并在历史上多次因技术创新而彻底变革。从工业革命到移动互联网,每一次技术浪潮都诞生了新的市场领导者和零售模式。如今,人工智能(AI)正在成为下一个范式转变,有望孕育一个可与亚马逊比肩的万亿美元级零售企业。 本白皮书系统回顾了零售业八次历史性转型,并预测未来可能重塑...

List of Python tools to structurally manipulate word document

Top Python Word-document Manipulation Tools python-docx – the most widely-used open-source library for creating, reading, and updating .docx files. Good for basic manipulation like paragra...

Summary of SGInnovate national robotics programme tech talk

Robotic tech talk On Aug 18, 2025, I attended the robotic tech talk to learn the status and knowledge of roboic in Singapore. SGInnovate NRF tech talk. The take way from the workshop are: ...

Build my first AI product taxi invoice metadata extraction

Background In the current era, AI is a fancy term, being talked everywhere. But when we visit and learn from SME in Singapore, it is a different scenaria. For example, ERP system in SME have not n...

How to build frontend APP as an newbie

All my past experiences are working on developing machine learning and AI algorithms and models, build data pipeline and deploy models as API services. When building frontend UI, just use streaml...

Resource oof AI goverance and regulation

AI goverance and regulation1. [Fairlearn is a Python package that empowers developers of artificial intelligence (AI) ](https://lnkd.in/gpi5twjY)2. [AI Fairness 360 toolkit is an extensible open-...

ML strategy optimisation and stock trading system

This is a project what I work to optimize stock selection using ML. Finally the backend and frontend are completed recently (first version, some functions in frontend not yet optimized). The ar...

AI assisted email system

I spent about two weeks building an intelligent email management system. The idea came from seeing someone in my WeChat community share their company’s need for intelligent email processing and t...

Top Python Libraries for Fintech and Trading

# Fintech product development collection (Refer to https://github.com/aigaosheng/fintech_AI_product_resource.git for updated version) - Common financial risk and performance metrics. Used by zi...

 60-second pitch formula

Original post in Linkedin by Yurii Rebryk. I re-post and document in my blog for personal learning. The image content is extracted by ChatGPT. Here's the content from the image transformed in...

Don't Make the Mistake of Thinking That What's Now Happening is Mostly About Tariffs (from X, Ray Dalio)

Don't Make the Mistake of Thinking That What's Now Happening is Mostly About Tariffs  At this moment, a huge amount of attention is being justifiably paid to the announced tariffs and their ver...

Deploy local chatgpt or deepseek like application using gptme

If you are concern privacy issue or cost of running agent based application, now you can do it by setup local application using GPTME: personal AI assistant/agent in your terminal. Currently the ...

Hallucination (error) never disappears in LLM because of its probability nature

Today another bad practice (Hallucination) using generative AI in product is pop up in news and social media. Here is a report from BBC Google remakes Super Bowl ad after AI cheese gaffe. Halluci...

Fine-tuning NER vs LLM prompt for asset ticker extraction in finance UGC

With the increasing multiple-task capability of LLM model, it makes it easy to do specific ML task by prompting LLM to focus on specified task, such as sentiment classification, name entity recog...

DuckDB: an efficient SQL development in Python

After a few weeks using DuckDb to develop product, particularly to handle complex data processing logic (e.g. multiple table join, condition, group, expand, cross-database operation, ...), I like...

Resource sharing for AI fintech product development

# Fintech product development collection - Common financial risk and performance metrics. Used by zipline and pyfolio, [empyrical](https://github.com/quantopian/empyrical/tree/master) - Pytho...

How to solve aiohttp.ClientSession failure: Client error for XXX: Can not write request body for API_URL

aiohttp_ClientSession_issue Investigate aiohttp.ClientSession randomly failure when batch calling APIs, e.g. Client error for XXX: Can not write request body for API_URL What is the issue? ...

AGI, I don’t expect what I can see.

AGI, not PR AGI, is not possible, at least in next years. But text, vision, multi-modal foundation models make it easy to develop AI/ML based applications using domain knowledge to tailor llm to ...

Remote conntection disconnected in FastAPI server

When I develop LLM agent based service (e.g. call openAI api async) using multiple workers to parallel processing large requests, I use uvicorn in APP code to start multiple workers. In server si...

Daily update signal forecasting for QQQ [Update 2024-11-26]

Currently I am working on FinAgent, leverage LLM to analyze historical price, LLM agent, reflection, and reinforcement learning to forecast signal for stock. After doing a lot experiments using a...

LLM in finance: paper collection

Based on preliminary results, LLM + agent + reflection looks positive in stock market information fusion and signal prediction. The following are paper list collected. FinLlama: Financial Sen...