
Stable Diffusion breaks the internet (Interview)
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This week on The Changelog we’re talking about Stable Diffusion, DALL-E, and the impact of AI generated art. We invited our good friend Simon Willison on the show today because he wrote a very thorough blog post titled, “Stable Diffusion is a really big deal.”
You may know Simon from his extensive contributions to open source software. Simon is a co-creator of the Django Web framework (which we don’t talk about at all on this show), he’s the creator of Datasette, a multi-tool for exploring and publishing data (which we do talk about on this show)…most of all Simon is a very insightful thinker, which he puts on display here on this episode. We talk from all the angles of this topic, the technical, the innovation, the future and possibilities, the ethical and the moral – we get into it all. The question is, will this era be known as the initial push back to the machine?
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Featuring:
- Simon Willison – Website, GitHub, X
- Adam Stacoviak – Website, GitHub, LinkedIn, Mastodon, X
- Jerod Santo – Website, GitHub, LinkedIn, Mastodon, X
Show Notes:
- Simon Willison on Wikipedia
- Stable Diffusion is a really big deal
- Exploring 12 Million of the 2.3 Billion Images Used to Train Stable Diffusion’s Image Generator
- Exploring the training data behind Stable Diffusion
- Stability.ai
- Greg Rutkowsk on ArtStation and on Twitter
- Stable Diffusion Launch Announcement
- Stable Diffusion Public Release
- The full text of the CreativeML Open RAIL-M license
- Prompt injection attacks against GPT-3
- Twitter thread about the ethics of the Stable Diffusion release from Joshua Achiam who works on AI safety at OpenAI
- Lexica.art - that really good search engine for 10m+ Stable Diffusion images and prompts
- Simon’s Twitter thread about Stable Diffusion - I keep on adding new things to this as they happen, the thread has been running for a few weeks now
- 4.2 Gigabytes, or: How to Draw Anything - a great post that talks through the process involved in getting good results out of Stable Diffusion using image2image and multiple round-trips through the model
- This tweet from Simon has a animated GIF of the Stable Diffusion Discord scrolling by during the 1.5 model preview
- Textual Inversion also see this thread on Twitter
- This tweet talks about the Stable Diffusion concepts library, using Textual Inversion
- This tweet has great examples of Textual Inversion in action
- Simon’s Datasette Cloud preview - Check it out and signup
- Compressing images with Stable Diffusion
- “neuromancer” on Lexica
- Online Art Communities Begin Banning AI-Generated Images
- The Changelog #296: Burnout, open source, Datasette
Something missing or broken? PRs welcome!
Join the discussion
changelog.zulipchat.comChangelog++
changelog.comFly.io
fly.ioFireHydrant
firehydrant.comSquare
changelog.comHoneycomb
honeycomb.ioWebsite
simonwillison.netGitHub
github.comX
x.comWebsite
adamstacoviak.comGitHub
github.comLinkedIn
linkedin.comMastodon
changelog.socialX
x.comWebsite
jerodsanto.netGitHub
github.comLinkedIn
linkedin.comMastodon
changelog.socialX
x.comSimon Willison on Wikipedia
en.wikipedia.orgStable Diffusion is a really big deal
simonwillison.netExploring the training data behind Stable Diffusion
simonwillison.netStability.ai
stability.aiArtStation
artstation.comTwitter
twitter.comStable Diffusion Launch Announcement
stability.aiStable Diffusion Public Release
stability.aiThe full text of the CreativeML Open RAIL-M license
huggingface.coPrompt injection attacks against GPT-3
simonwillison.netLexica.art
lexica.art4.2 Gigabytes, or: How to Draw Anything
andys.pageTextual Inversion
textual-inversion.github.iothis thread on Twitter
twitter.comThis tweet
twitter.comthe Stable Diffusion concepts library
colab.research.google.comThis tweet
twitter.comDatasette Cloud
datasette.cloudCompressing images with Stable Diffusion
stavros.io“neuromancer” on Lexica
lexica.artThe Changelog #296: Burnout, open source, Datasette
changelog.comPRs welcome!
github.com
- 0:01This week on The Changelog
- 1:17Sponsor: Fly.io
- 3:41Welcome Simon
- 9:01Stability.ai seem to be long-game players
- 10:24Long on humanity vs short on individuals
- 11:55The results are impressive
- 13:31Opening conversation on ethics
- 14:48Simon explains Midjourney
- 17:56It's called Promt Engineering
- 20:58Now everyone knows who Greg Rutkowski is
- 23:20This AI can do what a human is capable of
- 27:27You've got good Prompt-ability
- 30:22The many many bag things you can do with this
- 32:06Sponsor: FireHydrant
- 33:49The genie is out of the bottle
- 35:10Was OpenAI's plan better?
- 36:33An AI future is inevitable
- 39:03Nothing beats an original Greg Rutkowski
- 40:57AI might force us all up the value chain
- 48:59Sponsor: Square
- 50:09Sponsor: Honeycomb
- 51:47Image-to-image
- 54:02These tools give artists superpowers
- 55:39Compression and abstraction
- 57:58This broke the internet
- 1:03:07Will this eat its own head?
- 1:04:01What's next in the path of AI?
- 1:08:53Eventually the computers are going to prompt us
- 1:12:25It's getting weird out there
- 1:14:11Closing out the show
- 1:15:19Outro