Spawning @spawning_
Public Domain AI https://t.co/PcBwhip8WA | https://t.co/2ndEeE3sde spawning.ai Joined January 2021-
Tweets731
-
Followers5K
-
Following163
-
Likes627
I sat down with CEO Jordan Meyer and CTO Nick Padgett to talk all things Public Diffusion, from fine-tuning, to prompting like a photographer and what’s next for beta testers. Link to the interview, and some choice quotes, in 🧵
A peek into what’s planned for beta testing: “this early beta is a crucial step towards our goal of releasing an open-weight model into the commons next year. . . .” open.substack.com/pub/spawning/p…
What CEO Jordan Meyer hopes PD will be known for: “[enabling] a whole class of users—who were uncomfortable with other methods—to engage with AI seriously and professionally and deeply, and to come up with new techniques in their own artistic practice that they're excited about.” open.substack.com/pub/spawning/p…
I sat down with CEO Jordan Meyer and CTO Nick Padgett to talk all things Public Diffusion, from fine-tuning, to prompting like a photographer and what’s next for beta testers. Link to the interview, and some choice quotes, in 🧵
Help us shape Public Diffusion—our t2i model trained on 30 million highly-aesthetic public domain images. Join the private beta! source.plus/public-diffusi…
Our CTO, @ncpadge, took a step back from Public Diffusion beta prep to share some results from the model he's been tirelessly working on.
More Public Diffusion samples! It’s still very early on (<33% done), but I’m optimistic with the quality of these outputs. Some interesting examples in 🧵, all prompts in the alt text. My favorites:
More Public Diffusion samples! It’s still very early on (<33% done), but I’m optimistic with the quality of these outputs. Some interesting examples in 🧵, all prompts in the alt text. My favorites:
Here are some images from our first candidate model for Public Diffusion. It still needs a lot more time in the oven, but these early results are very promising. Prompts in the alt text.
Public Diffusion proves a radical idea: you don’t need infinite data—you need curated data. With just public domain images, the early results rival top-tier AI art models with just 30% training complete. The future isn’t owned. It’s shared. cc: @spawning_ @ncpadge @JordanCMeyer
Some were skeptical that a public domain collection could produce a model with image quality rivaling top-tier AI art systems. Here are some comparisons of early PD outputs vs. Flux Dev, using the same prompts. To my eyes, PD is holding its own and looking more painterly.
First visual model trained on fully open data coming. Like for text, the striking thing is not only that it is possible in the first place but that it brings so much more variety and diversity of outputs. There’s an entire world beyond web archives.
Some were skeptical that a public domain collection could produce a model with image quality rivaling top-tier AI art systems. Here are some comparisons of early PD outputs vs. Flux Dev, using the same prompts. To my eyes, PD is holding its own and looking more painterly.
Check out this thread for a sneak peek of our upcoming Public Domain image model!
With Public Diffusion, @spawning_ set out to prove that it's possible to train a beautiful AI Art model using only images from the public domain. As of today, we’re 30% into training our first model, and the early results speak for themselves. Take a look…🧵
███░░░░░░░░░ ~25% trained "A painting of a mountain lake with a boat in the foreground, surrounded by lush green grass, trees, and rocks. The sky is filled with white, fluffy clouds, creating a peaceful atmosphere."
Join the private beta to help test Public Diffusion @spawning_ PD is a foundation image model trained on 30m highly aesthetic images from the public domain We will show it is possible to have excellent AI models for art that do not require training on copyrighted material
While lawsuits about training data and copyright law wend their way through the courts... ...@spawning_ is building image generation tools trained on public domain/CC0. Check out Public Diffusion.
Join the private beta to help test Public Diffusion @spawning_ PD is a foundation image model trained on 30m highly aesthetic images from the public domain We will show it is possible to have excellent AI models for art that do not require training on copyrighted material
Early access: test Public Diffusion, our image-text model training on 30 million public domain images. Sign up to join the private beta! source.plus/public-diffusi…
@ugstuho Thank you! It should be fixed now!
♩'music' search results from @spawning_ PD12M ♩
How do you choose 12.4 million images out a sea of options? Learn how we curated PD12M using the tools on Source.Plus. Link in reply.
matdryhurst @matdryhurst
24K Followers 6K Following Creator w/ @hollyherndon Oxford HAI Lab / Ethics Institute Strange Rules May -Nov @ Venice Starmirror June-Oct @ K21, Düsseldorf
dadabots @dadabots
11K Followers 9K Following ∿ Music hackers. Algoraves. Inventing, playing. Neural synthesis. 24/7 ai death metal. Stable Audio team. Open models. Mischief @harmonai_org @artblocks
raihan.̷̨̡̡̢̢̡... @raihan_
14K Followers 7K Following "internet tastemaker" - The New Yorker // former professional espresso nerd // more info in link // 🇧🇩☪️☕️ 🃟
fabian @fabianstelzer
44K Followers 5K Following building the creative super agent @heyglif / https://t.co/GVc2KGouz6
Kei @keikreutler
11K Followers 1K Following I write about memory and technology at https://t.co/RzCFFZxNXS.
Roope Rainisto @rainisto
45K Followers 3K Following Creative AI Lead @ Supercell - working on the future of mobile entertainment AI Artist: "LIWA" + more. Creating @beatbanditai - AI-powered writers' room.
Emm | scenario.com @emmanuel_2m
55K Followers 8K Following Co-founder https://t.co/n0sLx748nW | The Enterprise Platform for Creative AI, Built on Your DNA 🇺🇸🇫🇷
Merzmensch Kosmopol�... @Merzmensch
11K Followers 11K Following Artist, Writer, Data Journalist Art Culture Dada Avantgarde Japan Transmedia IndieGames GenAI 🇯🇵🇩🇪 | With AI since 2016 | Antifa(scist) | Shalom!
maria paula @MPtherealmvp
17K Followers 4K Following brand partnerships at @aave / formerly co-founder @______jpg______ and @dod_berlin @ethberlin. Opinions my own.
derrick has started y... @dvsch
7K Followers 2K Following Post-AI artist. Product @titlesxyz. Making art at the intersection of Chauncey and Malcolm X.
Michail aka Opium Hum... @opiumhum
11K Followers 4K Following music curator • DJ • antifascist • join my Telegram channel for daily music recommendations 👇
Daniel Keller @dnlklr
11K Followers 4K Following | sloptimist | partner @ADINonline | @tributelabsxyz | old models |
Joshua Eustis @telefontelaviv
20K Followers 2K Following (he/him) I’m Joshua and my music was played at Gitmo (which sucks) :: making film music and records :: also @choradotlive
𝕷𝖎𝖑 𝕴𝖓... @LILINTERNET
18K Followers 5K Following QUALIA GANG 23 | IBOGACORE | LIES & DISRESPECT | 𝒮𝐿𝒰𝒢𝒢𝐸𝑅 | Vibe: VI⁷-IV⁷-I⁷ Co-Founder @newmodels_io est. 2018 Canon: https://t.co/wlDRpytO9y Berlin📍
Sasha Stiles | AI alt... @sashastiles
17K Followers 7K Following lifelong language artist • more-than-human poet • traveling bard • @museummodernart @artbasel @gucci @ChristiesInc @theverseverse @harvard @uniofoxford
WΞNDΞL @_wrbr
2K Followers 2K Following
Andrew Brož @AndrewBroz
410 Followers 2K Following AI & automation researcher & cellist. Based in Puerto Rico. Reposts & observations about music, math, CS, ML, tech policy, nature, travel, & so on.
Pindo 🇪🇺 @POTFES
5K Followers 2K Following European https://t.co/n9OGC14Rf6 Environmental sciences https://t.co/U818RYcanX Circular economy fluent Europanto enjoyer
Distant Mother @DistantMotha
2 Followers 32 Following
Tennis Court Oaf 🔻... @FanFerraro
434 Followers 5K Following https://t.co/YijMKZRQCn https://t.co/YBAkz8uBaL
WizardOfox 🇪🇺 @Peter_G_13
7 Followers 342 Following
Peter Bogossian @PBogossian
0 Followers 444 Following
Kexin Wang @kexin9907
10 Followers 92 Following Edtech | Raised by AI? MIT CSAIL & MediaLab | Brown & RISD Alum
Dream State @Dream_State
334 Followers 1K Following
Yan @yanoak
5K Followers 5K Following Burmese guy. Geek. Interested in #dataviz, #opendata, #civictech. Founder @thibi_co
Nekodificador 💬 @Nekodificador
13K Followers 1K Following Creativo audiovisual. ↳ Investigo, divulgo y enseño. ✉ [email protected]
1xVollard @1xVollard
244 Followers 746 Following Nobody important. Move along. 3 star chef with no taste.
Quantifiable @technoepisteme
0 Followers 286 Following Web3 risk advisory: systemic, security, structural
Artimis - The rights ... @ArtimisArtHQ
0 Followers 7 Following Your creative work is being used to train AI — without your consent. We're building the infrastructure to change that. #ArtistRights
sofia halbof @aliceotakuotome
463 Followers 4K Following 私の新しいお気に入りのマンガ: #カグラバチ, & #鵺の陰陽師 - #kagurabachi ... #verytenoi - bachibros bachibross/bachiboss
Daniela Zampieri @Daniconzeta
0 Followers 370 Following
mylesOS (@myles.zone) @mylesdotapp
1K Followers 995 Following your friend from the future. UI/UX @FiletGroup. goofs, 3D, gamedev. prev: @BigscreenVR, @DESTRUCTOID, @playnewworld, @StateOfDecay, @YoNoid2. he/they
Knitte Whing @BenTheGreat5
61 Followers 1K Following I am a 26 year old guy who very few people give a crap about.
Anti-UNATCO Aktion @new2posting
46 Followers 1K Following posters hold up half the sky // seize the means of computation // construct the general intellect // 🍉🌻
Lurking @Lurking1196500
0 Followers 1K Following
Gami @gami_vc
21K Followers 3K Following Excellent squash player. Average skateboarder. Initial contributor @Gnars_DAO. Going dark @ShieldedETH
Kristjan Retter @KristjanRetter
494 Followers 214 Following I build stuff: ✏️https://t.co/ns8qAB9EMh 🖼️ https://t.co/dSShUkppOL 🛠️ https://t.co/Psv5uoH2H1
Stekl @stekl_
12 Followers 166 Following
Carina @carinanamih
2K Followers 2K Following investor @pluralplatform, previously founder and CEO HelixNano
SpeerZero @speerzero161314
1 Followers 234 Following
Yee Chia @hipster_auntie
98 Followers 320 Following founder-artist @_thothAI & @_ideaink | opinions unfortunately my own ☠️
Gerrit De Vynck 🦭 @GerritD
11K Followers 7K Following I write about AI for the @WashingtonPost. Signal me at GerritD.27 email: [email protected].
ene13 @ene13net
2K Followers 1K Following Natalia Mirapeix Bedia. Directora Creativa en estado líquido
𝔈𝔵𝔰𝔬𝔶�... @exsoylentgreen
244 Followers 4K Following
nodemusic @nodemusic_cc
161 Followers 115 Following The Evolution of Organized Sound. An interactive timeline of electronic music history: from 200 tons of steel to neural networks
oliverc @olivercamp_
215 Followers 419 Following founder of https://t.co/RKL091BMhE. make any music plugin you can think of
Alice Scope @alicescope_
1K Followers 1K Following curator 🌬 @SerpentineUK @berggruenInst Partnerships at @fuserstudio
Ben @BenPeric
1 Followers 449 Following
#BASEDRETARDGANG @BRGonlineTM
3K Followers 209 Following This is fantasy. There is no #𝔅ℜ𝔊 i love you 🤍💞🤍💞🤍💞🤍💞🤍💞🤍💞🤍
575yeuug @62847394f
641 Followers 5K Following
Benji @benjifri
388 Followers 3K Following
matdryhurst @matdryhurst
24K Followers 6K Following Creator w/ @hollyherndon Oxford HAI Lab / Ethics Institute Strange Rules May -Nov @ Venice Starmirror June-Oct @ K21, Düsseldorf
Emad @EMostaque
327K Followers 174 Following Building first principles, sovereign AI @ii_posts. Founder @StabilityAI. Consistent inference is possible.
Stability AI @StabilityAI
258K Followers 10 Following We’ll help you make it like nobody’s business. Multimodal media generation and editing tools to get your idea to production. Self-deploy? 👍 Need a partner? 🤝
dadabots @dadabots
11K Followers 9K Following ∿ Music hackers. Algoraves. Inventing, playing. Neural synthesis. 24/7 ai death metal. Stable Audio team. Open models. Mischief @harmonai_org @artblocks
raihan.̷̨̡̡̢̢̡... @raihan_
14K Followers 7K Following "internet tastemaker" - The New Yorker // former professional espresso nerd // more info in link // 🇧🇩☪️☕️ 🃟
fabian @fabianstelzer
44K Followers 5K Following building the creative super agent @heyglif / https://t.co/GVc2KGouz6
Kei @keikreutler
11K Followers 1K Following I write about memory and technology at https://t.co/RzCFFZxNXS.
Roope Rainisto @rainisto
45K Followers 3K Following Creative AI Lead @ Supercell - working on the future of mobile entertainment AI Artist: "LIWA" + more. Creating @beatbanditai - AI-powered writers' room.
Merzmensch Kosmopol�... @Merzmensch
11K Followers 11K Following Artist, Writer, Data Journalist Art Culture Dada Avantgarde Japan Transmedia IndieGames GenAI 🇯🇵🇩🇪 | With AI since 2016 | Antifa(scist) | Shalom!
Sterling Crispin 🕊... @sterlingcrispin
45K Followers 6K Following Artist + Software Developer / Married to @Helen_Crispin_ / Previously AR-VR and Neurotech
maria paula @MPtherealmvp
17K Followers 4K Following brand partnerships at @aave / formerly co-founder @______jpg______ and @dod_berlin @ethberlin. Opinions my own.
Daniel Keller @dnlklr
11K Followers 4K Following | sloptimist | partner @ADINonline | @tributelabsxyz | old models |
Joshua Eustis @telefontelaviv
20K Followers 2K Following (he/him) I’m Joshua and my music was played at Gitmo (which sucks) :: making film music and records :: also @choradotlive
𝕷𝖎𝖑 𝕴𝖓... @LILINTERNET
18K Followers 5K Following QUALIA GANG 23 | IBOGACORE | LIES & DISRESPECT | 𝒮𝐿𝒰𝒢𝒢𝐸𝑅 | Vibe: VI⁷-IV⁷-I⁷ Co-Founder @newmodels_io est. 2018 Canon: https://t.co/wlDRpytO9y Berlin📍
Sasha Luccioni, PhD �... @SashaMTL
23K Followers 4K Following Climate & AI Lead of @HuggingFace | Member of ClimateChangeAI | @TEDTalks speaker . (She/her/Dr/🦋)
Stella Biderman @BlancheMinerva
18K Followers 870 Following Ensuring that tech companies don't have a monopoly on being able to do research on cutting edge AI @AiEleuther. She/her
ペンギン @penpenguin2023
6K Followers 38 Following 主に生成AIのリスクや規制について情報収集と発信。最近は欧米の規制に関する記事(英語含む)もチェック中。 リプ欄は閉じています&議論はしません。 通知を追えていないため、見落としが多いです。 https://t.co/5w7Bt8OLWu
Nayan Saxena @SaxenaNayan
3K Followers 3K Following Teaching machines how to think, express, and create – one model at a time. https://t.co/Myd0l6JD0Q
Ollin Boer Bohan @madebyollin
3K Followers 2K Following Independent researcher working on real-time on-device generative models. Made sdxl-vae-fp16-fix, TAESD/TAEHV, pokemon-emulation-via-dnn.
Collective Intelligen... @collect_intel
5K Followers 201 Following collective intelligence for collective progress. donate: https://t.co/0Ovywuw8PF
FellowshipAI @FellowshipAi
13K Followers 4K Following Daily is an experimental art program supporting artists who work with new technologies. Daily is a Fellowship project.
Linda Dounia @LindaDouniaR
12K Followers 3K Following Designer turned artist / TIME100AI / Mozilla Rise25 Inquiries ➡️ [email protected]
alejandro cartagena @halecar2
29K Followers 8K Following Artist, curator, and co-founder of @fellowshiptrust @fellowshipai. GROUND RULES, mid-career retrospective: June 4th, 2026, in Fundación MAPFRE Madrid.
Ash @ashleighschap
22K Followers 1K Following Partner at @marketsincorp Formerly: @Uniswap and @MakerDao.
Kyle Wiggers @Kyle_L_Wiggers
63K Followers 7K Following Ai2 Comms Lead | [email protected] | Pronouns: he/him
Trent McConaghy @trentmc0
37K Followers 2K Following bci/acc 🌞👨🎤 AI, neuro, data, Web3 @OceanProtocol
nic_hamilton @_nic_hamilton_
6K Followers 2K Following
Jeffrey Castellano @JeffCastellano
2K Followers 1K Following Find the humanity. Design boundaries. Engineer magic. Rinse. Repeat.
Dr. Stefan Baack | @t... @tweetbaack
756 Followers 1K Following This account is inactive. Please follow me on Mastodon at @[email protected] or Bluesky at @sbaack.com
Francesca Bria (@fran... @francesca_bria
26K Followers 8K Following Professor @IIPP_UCL. Senior Fellow @MercatorDE. New European Bauhaus, European Commission. Former CTO @BCN_digital. Founder @decodeproject.
neil turkewitz @neilturkewitz
8K Followers 1K Following Arts advocate. Warning about libertarian definitions of freedom that fail to consider asymmetrical power since 1996. Secular humanist writing about religion.
Jochen @jochendo
2K Followers 4K Following CoCreating trustable Agentic AI for Autonomous Digital Workers @maisaAI_ - Hungry mind @ intersection of tech & humans w/ insatiable desire to explore & learn
Lara Groves @lara_groves
851 Followers 2K Following AI accountability researcher @AdaLovelaceInst | 🟦 https://t.co/0cFu7CEoBk | she/her
Kurt Paulsen @kurt_paulsen
12 Followers 12 Following
billy @billyrennekamp
8K Followers 2K Following Triflin' @triflelife Founded @foliafoliafolia, @cloversnetwork 🌱🍀 Prev @CosmosHub Lead, Funding at @interchain_io ⚛️ & EIR at @1kxnetwork 🔬
Ethical AI Training O... @EthicalAiOrg
648 Followers 3K Following Advocate for AI Ethics, training transparency and accountability. Empowering companies, organizations and individuals with a strong dedication to #AIEthics
Matt Rogerson @MattRogerson
838 Followers 2K Following Director of global public policy & platform strategy @FT. Fmr @guardian @virginmedia, @ukparliament.One of 5, father of 3. Always a shelf stacker.
Jess 🌱 @thattallguy
38K Followers 4K Following Something new soon @seedclub. Hopelessly addicted to golf.
Sarah Kendzior @sarahkendzior
487K Followers 2K Following Author of bestselling books HIDING IN PLAIN SIGHT, THE VIEW FROM FLYOVER COUNTRY, THEY KNEW, and THE LAST AMERICAN ROAD TRIP.
Spike Art Magazine @spike_art
7K Followers 750 Following Spike is an art magazine by artist Rita Vitorelli, publishing quarterly in print, more often online. Spike #87 – Everything’s Computer – is OUT NOW!
Rohit Gandikota @rohitgandikota
1K Followers 117 Following Ph.D. AI @ Northeastern University. Understanding, mapping, and editing knowledge in large generative models. Ex-Scientist Indian Space Research Organization
🎭 @deepfates
62K Followers 6K Following deepfates is a distributed collective intelligence running on heterogenous substrates and coordinating acausally. thank you for participating. we/us
Shawn Presser @theshawwn
8K Followers 3K Following ML research. Founded the first open source AI lab. Formerly: Employee #2 @ Keen AGI, Groq - DMs open. ML discord: https://t.co/2J63isabrY
Matt Davies @halcyene
1K Followers 1K Following AI policy @AdaLovelaceInst, political philosophy @LSEGovernment. Views my own 🔮✨
Rush Mukherjee @rushmukh
2K Followers 3K Following Consultant, BBC Monitoring | ex-Reuters | bylines @vogueindia @openly @bbcindia @mint_lounge @scroll_in etc
Rachel Metz @rachelmetz
34K Followers 5K Following i write about AI for Bloomberg @Technology. rachelmetz.11 on signal. she/her. opinions my own. [email protected] (tips yes, pitches nono).
Gus Coldebella @g_co
5K Followers 3K Following lawyer and fly fisherman / CLO @castleislandvc / AI Law and Policy adjunct professor @bclaw / fmr acting GC @dhsgov 🇺🇸 + CLO @circle
Eva Jäger @eva__jaeger
639 Followers 468 Following Curator Arts Technologies @SerpentineUK + Creative AI Lab @kingsdh
fraser @Fraser
14K Followers 268 Following vc at @sparkcapital past: head of product at @openai; co-founder/ceo of an AI startup that was acquired by Airbnb































