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OpenAI's Decisions API Is Now Live for Everyone — and It Was Built to Catch a Startup

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  Most AI answers arrive as essays. OpenAI's new Decisions API doesn't write a word — it answers yes or no, picks from your categories, or scores on your rubric, in 100 to 180 milliseconds. It went generally available this week, and the backstory is the best part: OpenAI's own product lead, Nikunj Handa, reportedly admitted the product wasn't on the roadmap four weeks ago. A small startup forced the sprint. Yes or no, in 100 milliseconds The API runs on GPT-6 Luna. Developers send text or images plus typed questions and get machine-readable answers in three shapes: a probability that a condition is true, a pick from a fixed list with a probability for each, or a score on rubric levels you define. Input costs $0.10 per million tokens, and output tokens are free. It launched as a public beta on October 6 (after a limited DevDay preview in late September), and the general release adds voice and visual input plus geographically targeted inference. Early customer Speak, the...

Anthropic Just Pledged $48 Billion of Itself to the Public


Anthropic pledges 5% of its shares to a public benefit fund — cover art showing money pouring from a vault
Anthropic logo



Anthropic, the company behind Claude, just announced it's carving out 5% of its own shares for a new public benefit fund — a stake worth roughly $48 billion at its
last reported valuation
. If it happens, it would be one of the largest corporate giveaways in tech history. Here's what's actually going on.


What Anthropic announced


On October 18, Anthropic said it's creating a Public Benefit Fund structured as a wholly-owned entity inside the company. It will commit 5% of its shares to the fund — pending stockholder approval — with the board able to add another 2% for every 50% increase in the company's value above a baseline it hasn't disclosed yet. The fund could be used for large donations to nonprofits or direct payments to specific populations, and Anthropic says none of it will go to lobbying or political donations.


The numbers behind the headline


The roughly $48 billion figure comes from Anthropic's last reported valuation — that's the value of 5% on paper, not cash in hand. It also counts earlier pledges: Anthropic's co-founders promised at founding to donate 80% of their own equity, and about half of employees take part in an equity donation match. Add it all up and the company says about 20% of its shares are now set aside for public benefit.


Why now


Timing matters here. Anthropic is reportedly preparing an IPO as soon as November, and CNBC linked the announcement to that timeline. Meanwhile CEO Dario Amodei has been openly saying the AI industry is going through what he calls a "crisis of trust" — public sentiment toward AI keeps souring as the technology reshapes work. A fund that shares the upside of AI's success is one answer to that criticism. The company has already committed $200 million to studying AI's effect on the job market, saying "given the pace of AI progress, bolder approaches may be needed."


The honest caveats


Not everything is settled. Anthropic says governance details — who actually decides where the money goes — will only be shared "in the coming months." Because the fund sits wholly inside Anthropic, its independence is an open question. And shares only become money someone can spend if they can be sold. Elon Musk replied to Anthropic's announcement on X suggesting they'd be better off "giving the shares directly to the public." Fair to say: the headline is huge, but the mechanics are still TBD.


Our take


Whether you read this as genuine long-term thinking or very well-timed IPO-season PR, the direction is interesting: a frontier AI lab is publicly tying a slice of its own ownership to the public good, and the top-up mechanism means the fund grows as the company grows. The real test will be governance — who decides, and how. We'll be watching.

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