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OpenAI published a detailed look this week at how large organizations are moving beyond AI pilots into something more durable. The piece focuses on trust, governance, and workflow design as the real levers of scale — framing AI adoption less as a technology problem and more as an organizational one. It's a notable shift in how the company is talking to enterprise customers.

On the infrastructure side of crypto, a significant coalition is forming around Bitcoin mining. Foundry, AntPool, F2Pool, SpiderPool, and MARA Pool have joined the Stratum V Two working group, putting roughly three-quarters of global Bitcoin hashrate behind an open protocol that hands block construction decisions back to individual miners rather than pool operators. That's a meaningful decentralization of power in the mining ecosystem.

And for students interested in getting closer to the AI industry, OpenAI is building out a formal campus network — connecting student clubs worldwide with access to tools, events, and community resources. It reads partly as outreach, partly as talent pipeline development, and it signals how seriously the company is thinking about the next generation of builders.

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Sources

  1. https://openai.com/business/guides-and-resources/how-enterprises-are-scaling-ai
  2. https://openai.com/index/openai-campus-network-student-club-interest-form
  3. https://www.youtube.com/watch?v=GWmU7tW_0RQ
  4. https://www.youtube.com/watch?v=yezUKYJpzZ8
  5. https://bestsugardaddyapps.com/
  6. https://www.coindesk.com/markets/2026/05/11/bitcoin-mining-pools-with-75-of-btc-hashrate-join-open-standard-for-block-construction
  7. https://bjro.dev/posts/the-firmbyte-gap/
  8. https://www.msn.com/en-us/money/investment/why-you-re-probably-going-to-lose-money-on-polymarket/ar-AA22PkvU
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