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- AI Reading for Monday November 3
AI Reading for Monday November 3
Circularity ultimately will be tested by demand




The press, the stock market like big numbers, so you give them big numbers.
You sign a top NFL draft pick, nominally it's a $20m contract. But if it's not a guaranteed contract, you cut the player, you don't pay. Those numbers are like option strikes. As long as the player is worth at least $x he gets paid, otherwise he gets cut. Win-win or at least no-lose for the club.
OpenAI gives people what they want. $1.4T? The actual meaning of the big number is not that clear. Is it hype? yeah. Is it round-tripping and fraud? not necessarily. As Satya says, 'circularity will ultimately be tested by demand'.
I could sign a contract giving me the right to buy up to $1.4T in power from the electric company, I'm not at risk of bankruptcy over it.
OpenAI signs a contract with big but favorable numbers, Oracle stock goes up, giving Oracle financial firepower to deliver, they buy it, competition is locked out. Open AI can trade their cachet and imprimatur for deals where counterparties take more of the risk, and create a dynamic that locks out competition.
They are probably not going to build the full $1.4T unless the demand is foreseeably in the ballpark, and if they overbuild, it's not too clear who ends up holding the bag, but I kind of suspect it will skew toward OpenAI’s counterparties and the public securities buyers.
If they solve knowledge transfer / memory and move to 1b parameter models that need a fraction of the training and inference things will be different. If that happens and they build $1.4T of compute no one needs, someone will really be left holding a bag.

Meta AI published 'Agents Rule of Two', and an Oct 10, 2025 arXiv paper by 14 authors from OpenAI, Anthropic and DeepMind found adaptive attacks defeated most of 12 defenses (>90% success; 100% in a 500-person red-team contest). - Simon Willison’s Weblog


More about Sutskever's 52-page memo documenting Altman's questionable actions. Anthropic merger was discussed in the 'blip'. - The Information
Musk and Altman trade Twitter jabs - X (formerly Twitter)





If your agent is using SaaS…all your users can queue a request to the agent… you only need 1 SaaS seat for the agent LOL




A study finds that people are more willing to ask a chatbot to behave unethically than to do it themselves - The Wall Street Journal
"I am an extrovert with a large circle of friends and a close family. But it took only 18 months of talking to AI to plunge me into relative isolation." - The Wall Street Journal
Podcasters are cloning their voices using ElevenLabs and other startups to augment, translate episodes and sometimes replace in-studio performances. - The New York Times


AI is now hitting the Billboard charts regularly - Billboard

AI Chiropractor 😵💫 - Reddit
"And so one day, 1,000 people show up in your village of 500 and start raping the kids"
"This has now happened, God knows how many times in Britain"
I guess when humans get old they do suffer model collapse from repeatedly training on their own outcomes from repeated experience from their own increasingly ingrained flaws
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