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- š Capitalism.exe: AI Edition š°
š Capitalism.exe: AI Edition š°
OpenAI w/ more circular deals plus Google's AI in education push.


Good morning. My To Do list today:
Understand trillion-dollar AI loops
Let Google teach the planet
Remember to touch grass at least once.
Letās dig in. š
š Whatās Cookinā:
OpenAI + SoftBank launch Crystal Intelligence in Japan
Google pushes AI tools into classrooms worldwide
Google Finance gets AI-powered Deep Search
Wikipedia tells AI firms to pay, not scrape
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OpenAI
š¤ OpenAI and SoftBankās āCrystal Intelligenceā Deal Looks⦠a Little Too Perfect
The Bite: OpenAI and SoftBank just announced a 50/50 joint venture in Japan called Crystal Intelligence meant to sell enterprise AI tools across the country.
On paper, itās an international expansion win.
But hereās the weird part:
SoftBank is also a major OpenAI investor, meaning a big chunk of the money being āinvestedā here is⦠going in a circle.
Snacks:
SoftBank pumps billions into AI companies, then does joint ventures with them, then buys their products.
OpenAI gets revenue from those deals ā which gets used to build more models that SoftBank will fund again.
The circular flow keeps valuations high and books clean without necessarily proving market demand.
Itās not fraud. Itās just finance playing ping-pong with the same dollar.
Critics call it āvalue recycling.ā Investors call it āstrategic synergy.ā Both might be right.
Why it Bites: A few weeks ago, we called OpenAIās āCircular Dealā clever⦠and a little scary.
Now itās just normal.
These circular deals create the illusion of booming AI demand, when whatās actually booming is AIās internal economy:
One where investors, cloud providers, and model labs trade cash back and forth to keep the hype wheel spinning.
Itās capitalism.exe at work:
The same dollar getting reincarnated until someone asks if it ever built anything real.

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Everything Else
š§ You Need to Know
š° Google Finance Adds Deep Search
ā Googleās new āDeep Searchā feature in Finance uses Gemini to summarize market trends, analyze performance data, and answer natural-language investment questions.
š Gemini API Gets File Search
ā Google launched a file-search capability in the Gemini API so devs can instantly query and ground model responses on uploaded PDFs, docs, or codebases.
š Google Backs Oklahomaās Tech Workforce
ā Google is funding new workforce programs in Oklahoma to train workers for data center and AI-related jobs, building a local tech talent pipeline.
𧬠404human.ai Launches ArcOS
ā A new AI-native operating system called ArcOS claims to āremember, align, and evolveā with users over time ā pitching itself as a self-learning OS for human-AI collaboration.
š Wikipedia Tells AI Companies to Pay Up
ā Wikipedia called out AI firms for scraping its data without credit or cash, urging them to use its paid API instead to fund moderation, accuracy, and the siteās long-term survival.

AI in Education
š§āš« Googleās Plan to Teach the World with AI
The Bite: Google just unveiled a global push to bring AI into classrooms.
Not as a replacement for teachers, but kinda like an invisible TA.
The companyās rolling out new tools for lesson planning, personalized feedback, and language learning, while launching partnerships in over 100 countries, from the U.S. to Northern Ireland.
The goal is to help educators spend less time grading and more time teaching humans.
Snacks:
Googleās āAI for Educationā plan builds on Gemini-powered tools inside Classroom, Docs, and YouTube Learning.
Teachers can auto-draft quizzes, translate lessons, and generate personalized study materials.
DeepMindās Northern Ireland pilot is using AI to free up 10+ hours a week per teacher.
Google pledged $25 million in grants to support responsible AI learning worldwide.
Itās education meets automation ā with Google quietly grading the graders.
Why it bites: If OpenAIās circular deals are about money looping, Googleās education play is about data looping.
Every click, quiz, and hint becomes training material for the next generation of teaching models.
Itās a future where your homework teaches the machine that teaches your little brother.
The promise?
Smarter classrooms and lighter workloads.
The tradeoff?
Letting Google sit in on every lesson forever.

How was today's Daily Bite? |
ā Eder
Founder | Snack Prompt & The Daily Bite
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