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Chronicles

The story behind the story

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Stability AI raised a $101M seed, a source says at a ~$1B valuation, and its CEO says Stable Diffusion has 10M DAUs and its web app DreamStudio has 1.5M+ users

no billionaires, big funds, governments or anyone else with control of the company or the communities we support. We're completely independent," The future is open-source🔥 https://twitter.com/... Jim OShaughnessy / @jposhaughnessy : Worth noting: “Stability AI has a cluster of more than 4,000 Nvidia A100 GPUs running in AWS, which it uses to train AI systems including Stable Diffusion.” Stability AI, the startup behind Stable Diffusion, raises $101M https://techcrunch.com/... via @techcrunch Dare Obasanjo / @carnage4life : It isn't “free culture” if instead of money going to artists, it goes to a bunch of tech bros who scraped artists' content into ML models. Google sang the same song in their heyday until becoming a $1.3T monopoly that's been fined billions, thrice by the EU for abusing power. https://twitter.com/... Parker / @pt : Tech specifically needs to get proactive both in terms of tool design and policy framing, because there will be a legislative push here. People smell the money and if they can get paid stopping the next generation of creators from creating, they will. Parker / @pt : Particularly as AI art apps get much more interactive, this is going to get messy. I used DALL E yesterday to generate a base image of a thing in a style, then “we” iterated. Had I done this with pen and paper, no problem, but if AI is my tool I have to pay? Parker / @pt : The rational solution for artists who feel their art is being infringed to sue, as is their right. If we instead move towards some sort of royalties-for-training model we will simply get less and less good art, which is exact the opposite of what copyright is for. Zak Kukoff / @zck : This will get worse before it gets better. Soon enough an enterprising backbencher in Congress will call for hearings to “protect” artists' rights https://twitter.com/... Jim OShaughnessy / @jposhaughnessy : .@EMostaque and the team at @StabilityAI are, in my opinion, the standard bearers and beacons of the truly open AI movement. I'm delighted to be involved. Stability AI Announces $101 Million in Funding for Open-Source Artificial Intelligence https://www.prnewswire.com/... Bri Kimmel / @briannekimmel : Grateful to be an investor in @StabilityAI, the foundational AI layer for many startups to come In just a few weeks, many Worklife-backed companies have integrated the tech & we're seeing practical use cases w/ Adobe Canva & other design tools used by millions of people https://twitter.com/... @josephjacks_ : LARGE congrats to @EMostaque on his first major funding milestone for @StabilityAI at $1 Billion — I'm not an investor, but could have been early on (was too brain dead to dig in properly). https://www.prnewswire.com/...

Bloomberg

Context & Ripple Effects

The reported round closes a financing process in which Stability AI had been weighing competing investment proposals at sharply different valuations. The funding pairs an open-source positioning with a training operation built on more than 4,000 Nvidia A100 GPUs in AWS.

The user figures give the company a distribution narrative alongside the infrastructure bill. Later coverage shows the valuation became a benchmark for a subsequent $4B fundraising target, while reports of limited revenue and significant spend put pressure on that growth story.

First-order effects

  • Stability AI gains $101M to fund model training and product development, while AWS benefits from continued demand for the A100-backed compute cluster supporting Stable Diffusion.
  • The CEO-reported 10M daily users for Stable Diffusion and 1.5M-plus DreamStudio users strengthen Stability AI's case that its models have reached users beyond research and developer circles.

Second-order effects

  • The roughly $1B valuation sets investor expectations that Stable Diffusion's adoption can support a much larger company, a premise tested by the later push for financing near $4B.
  • Heavy reliance on AWS-hosted A100 capacity turns user growth into a monetization imperative: training and serving popular models require ongoing cloud expenditure even as the company promotes open access.

Third-order effects

  • Stability AI illustrates how ostensibly open model developers can still become dependent on concentrated cloud and accelerator supply, concentrating economic leverage around infrastructure providers.
  • If challenges over artists' training data intensify, the open-model growth strategy faces a structural trade-off between broad distribution and the policy or legal constraints that can govern model inputs.

The trend: Generative-AI labs are pairing open distribution with increasingly capital-intensive centralized compute, making adoption metrics and financing capacity inseparable.

Discussion

  • @grady_booch Grady Booch on x
    And not a cent to the many, many artists whose art you used to train your system (without their consent). https://twitter.com/...
  • @brianmcc Brian McCullough on x
    I recently said on the show that VC eyes are turning to AI. THIS is the reason: https://www.techmeme.com/...
  • @pt Parker on x
    It can't be overstated how important the coming battle will be between free culture & rent seekers re AI. We will either decide computers, like human artists, can synthesize cultural antecedents & produce things we call new, or that cash must flow; that culture is now owned. http…
  • @carnage4life Dare Obasanjo on x
    It isn't “free culture” if instead of money going to artists, it goes to a bunch of tech bros who scraped artists' content into ML models. Google sang the same song in their heyday until becoming a $1.3T monopoly that's been fined billions, thrice by the EU for abusing power. htt…
  • @kantrowitz Alex Kantrowitz on x
    What if... instead of web3 or metaverse, it was AI all along. https://twitter.com/...
  • @maxieryan @maxieryan on x
    ""Nobody has any voting rights except our employees — no billionaires, big funds, governments or anyone else with control of the company or the communities we support. We're completely independent," The future is open-source🔥 https://twitter.com/...
  • @jposhaughnessy Jim OShaughnessy on x
    Worth noting: “Stability AI has a cluster of more than 4,000 Nvidia A100 GPUs running in AWS, which it uses to train AI systems including Stable Diffusion.” Stability AI, the startup behind Stable Diffusion, raises $101M https://techcrunch.com/... via @techcrunch
  • @pt Parker on x
    Tech specifically needs to get proactive both in terms of tool design and policy framing, because there will be a legislative push here. People smell the money and if they can get paid stopping the next generation of creators from creating, they will.
  • @pt Parker on x
    Particularly as AI art apps get much more interactive, this is going to get messy. I used DALL E yesterday to generate a base image of a thing in a style, then “we” iterated. Had I done this with pen and paper, no problem, but if AI is my tool I have to pay?
  • @pt Parker on x
    The rational solution for artists who feel their art is being infringed to sue, as is their right. If we instead move towards some sort of royalties-for-training model we will simply get less and less good art, which is exact the opposite of what copyright is for.
  • @zck Zak Kukoff on x
    This will get worse before it gets better. Soon enough an enterprising backbencher in Congress will call for hearings to “protect” artists' rights https://twitter.com/...
  • @jposhaughnessy Jim OShaughnessy on x
    .@EMostaque and the team at @StabilityAI are, in my opinion, the standard bearers and beacons of the truly open AI movement. I'm delighted to be involved. Stability AI Announces $101 Million in Funding for Open-Source Artificial Intelligence https://www.prnewswire.com/...
  • @briannekimmel Bri Kimmel on x
    Grateful to be an investor in @StabilityAI, the foundational AI layer for many startups to come In just a few weeks, many Worklife-backed companies have integrated the tech & we're seeing practical use cases w/ Adobe Canva & other design tools used by millions of people https://t…
  • @josephjacks_ @josephjacks_ on x
    LARGE congrats to @EMostaque on his first major funding milestone for @StabilityAI at $1 Billion — I'm not an investor, but could have been early on (was too brain dead to dig in properly). https://www.prnewswire.com/...