記事
AIエージェントの研究、市場予測のバックテストと監査、プラットフォームのアーキテクチャ。
AIビジネス
A hundred thousand is the first target the published trajectories actually reach. The month-by-month ramp, what is selling on Upwork right now, the tool stack and what it costs, four niches that work, and six things that compress the timeline.
読了時間 8分9セクション
AIビジネス
Every guide quotes the margin. None does the division. What $10,000 a month requires in five AI businesses - 833 images, 20 brands, four retainers, 555,000 views - and what is actually scarce in each.
読了時間 7分8セクション
AIビジネス
Model prices are not falling only because the technology improved. Three reasons a giant drives a price toward zero, what each means for anyone building on top, and which positions survive a price collapse.
読了時間 5分6セクション
AIビジネス
Benchmarks are the most cited and least informative measure of AI progress - saturated, contaminated and optimised against. The four scoreboards being kept at once, and the three properties a scoreboard needs to mean anything.
読了時間 5分7セクション
AIビジネス
Ten clients at $8,000 a month is $960,000 a year. The real profit arithmetic, six categories already working with the companies doing them, three pricing models, and a step-by-step from zero to first retainer.
読了時間 10分9セクション
AIビジネス
An AI agent runs a loop - observe, decide, act - and a chatbot does not. What that difference demands in scope, records and stop controls, where agents genuinely win, and four questions that evaluate one faster than any demo.
読了時間 5分6セクション
AIビジネス
For most people AI changes the cost side of a household long before the income side. What genuinely moves - fees, comparison, gated expertise - what it puts at risk, and why "let AI trade for you" is the weakest version of the claim.
読了時間 5分6セクション
AIビジネス
AI removes steps for tasks where being wrong is cheap and visible, and adds a verification tax where being wrong is expensive and invisible. A single question sorts almost every case correctly.
読了時間 5分7セクション
AIビジネス
Most "AI trading" claims can't be proven wrong. Here's how to actually evaluate an AI trader: locked forecasts, proper scoring, risk-adjusted returns.
読了時間 6分7セクション
AIビジネス
AI agents in trading: what's the honest reality in 2026? We break down what agentic AI can and can't do in markets — and why human oversight matters.
読了時間 7分8セクション
