junya

web3. @MCNPartners 2023 fellow

[junya @_junyaa_]

@kirawontmiss that’s crazy actually

[Joanne Jang @joannejang]

// i lead model behavior at openai, and wanted to share some thoughts & nuance that went into setting policy for 4o image generation.

features capital letters (!) bc i published it as a blog post:

--
This week, we launched native image generation in ChatGPT through 4o.

It was a special launch for many reasons — one of which our CEO Sam highlighted as "a new high-water mark for us in allowing creative freedom."

I wanted to unpack that a bit, as it could be easily missed by those not deep in AI or closely following our evolving thoughts on model behavior (wh… what do you mean you haven’t read the sixty-page Model Spec in your free time??).

tl;dr we’re shifting from blanket refusals in sensitive areas to a more precise approach focused on preventing real-world harm. The goal is to embrace humility: recognizing how much we don't know, and positioning ourselves to adapt as we learn.

Images are visceral
There's something uniquely powerful and visceral about images; they can deliver unmatched delight and shock. Unlike text, images transcend language barriers and evoke varied emotional responses. They can clarify complex ideas instantly.

Precisely because images carry so much impact, we felt even more heft — relative to other launches — in shaping policy and behavior.

Evolving perspectives on launching what feels like a new capability

When it comes to launching (what feels like) a new capability, our perspective has evolved across multiple launches:

1. Trusting user creativity over our own assumptions.
AI lab employees should not be the arbiters of what people should and shouldn’t be allowed to create. We’re always humbled after launch, discovering use cases we never imagined — or even ones that seem so obvious in hindsight but didn’t occur to us from our limited perspectives.

2. Seeing risks clearly, but not losing sight of everyday value to users.
It’s easy to fixate on potential harms, and broad restrictions always feel safest (and easiest!). We often catch ourselves questioning, “do we really need better meme capabilities when the same memes could be used to offend or hurt people?”. But I think that framing itself is flawed. It implies that subtle, everyday benefits must justify themselves against hypothetical worst-case scenarios, which undervalues how these small moments of delight, humor, and connection genuinely improve people’s lives.

3. Valuing unknown, unimaginable possibilities.
Maybe due to our cognitive bias against loss aversion, we rarely consider the negative impacts of inaction; some people refer to it as “invisible graveyards” although that’s a bit too morbid and extreme. There are second order or indirect impacts unlocked by a new capability: all the positive interactions, innovations, and ideas from people that never materialize simply because we feared the worst-case scenario.

How we thought about policy decisions for Day 1

Navigating these challenges is hard, but we aimed to maximize creative freedom while preventing real harm. Some examples from our launch decisions:

- Public figures: We know it can be tricky with public figures—especially when the lines blur between news, satire, and the interests of the person being depicted. We want our policies to apply fairly and equally to everyone, regardless of their “status”. But rather than be the arbiters of who is “important enough”, we decided to create an opt-out list to allow anyone who can be depicted by our models to decide for themselves.

- “Offensive” content: When it comes to “offensive” content, we pushed ourselves to reflect on whether any discomfort was stemming from our personal opinions or preferences vs. potential for real-world harm. Without clear guidelines, the model previously refused requests like "make this person’s eyes look more Asian" or "make this person heavier," unintentionally implying these attributes were inherently offensive.

- Hate symbols: We recognize symbols like swastikas carry deep and painful history. At the same time, we understand they can also appear in genuinely educational or cultural contexts. Completely banning them could erase meaningful conversations and intellectual exploration. Instead, we're iterating on technical methods to better identify and refuse harmful misuse.

- Minors: Whenever a policy decision involved younger users, we decided to play it safe: choosing stronger protections and tighter guardrails for people under 18 across research and product.

Ultimately, these considerations — coupled with our progress toward more precise technical levers — led us toward more permissive policies. We recognize this might be misinterpreted as "OpenAI lowering its safety standards,” but personally, I don’t think that does justice to the team’s extensive research, thoughtful debates, and genuine love & care for users and society.

My colleague Jason Kwon once passed onto me:
“Ships are safest in the harbor; the safest model is the one that refuses everything. But that’s not what ships or models are for.”

The future is built with imagination and adventure. As we continue our research and learn from society, we believe we can continue to find ways to responsibly increase user freedom. When (not if!) our policies evolve, updating them based on real-world feedback isn’t failure; that’s the point of iterative deployment.

Please keep sharing your feedback and creations — they genuinely help us improve!

[junya @_junyaa_]

@osamiibinladen 😂

[junya @_junyaa_]

@johnreal any tech role available?

[saint levan @kosianyaegbuna]

Yesterday I launched Peekaboo 👻—the onchain snapchat on @base

Here’s why:

@zora is great but it recreates the Instagram feed model—a space that has become inundated with a "perfection" culture.

While there’s definitely a space for that, I think there’s an op to create a new, low pressure way for creators to express themselves onchain

Peekaboo is the first step toward helping people be themselves onchain—creating without obsessing over outcomes.

It’s also a new kind of content primitive onchain—privacy first content markets.

Need inspiration on how to get started?

@0xDesigner can finally reveal his baldness in a revolutionary way onchain
@jessepollak can use peekaboo to reveal the next winner of his X rewards
@YeleBademosi can show unreleased onboard features
@fkpxls can show us a sneak peak of her onchain experiments
@__iamcharis can use peekaboo to show us her OOTD
@jackbutcher can show us a peek of a new opepen set
@Cooopahtroopa can reveal a snippet of the latest graduated song on @cooprecsmusic
@iamveektoria_ can reveal a peek the next episode of her BaseTV
@njokuScript can use peekaboo to show new prototypes of the liquid app
@jacksondahl can reveal the next guest on @DialecticPod
@davidtsocy can show us a peek of his next Porsche

[saint levan @kosianyaegbuna]

Introducing Peekaboo 👻: Onchain Snapchat on @zora & @base

All coins you create are ephemeral.

If people hold, it appears. If they dump, it disappears. Simple.

No more worrying about how your coin will perform - just coin it.

Link below ↴

[Mordsith @jupiter_knows]

Handmade crochet two piece by yours truly.
Please like if you find this piece as pretty as I do.😍 Comment below what you think and be sure to retweet as well, my next client could be on your timeline!🥹🤲🏼🧎🏼‍♀️

[Alma Asinobi @almaasinobi]

I just had the most insane airport experience that I’m still trying to wrap my head around.

I had a layover in Brussels flying from London to Cotonou. It was for 3 hrs, so I took my time to eat and window-shop till it was almost time to board.

Then I realised I made a mistake…

[Marcel Münch @_mm85]

Come on China, can you at least pause for a week?

[Joseph Brendan @Joe_brendan_]

China showed the world you could get an android phone for 15,000 Naira in 2013 when Samsung and HTC were selling for 100k

Now China is showing the world that AI may not need 500 Billion dollars to scale to where we need it to scale to

[prance @bocxtop]

silicon valley being exposed as greedy frauds by a chinese company whose main thing isn’t even AI…i used to pray for times like this

[junya @_junyaa_]

this is great but i’m more impressed with the social surge for their AI implementation

they are everywhere

[Poonam Soni @CodeByPoonam]

Goodbye ChatGPT

It’s only been 5 days since Deepseek R1 dropped, and the World is already blown away by its potential.

13 examples that will blow your mind (Don't miss the 5th one):

[junya @_junyaa_]

@jupiter_knows need 🥲

[saint levan @kosianyaegbuna]

Introducing Dispopen (https://t.co/Op2YCvrkWc)--A fun new way to create memes & earn onchain.

Showcase your creativity. Earn Rewards.

Powered by @base, @zora and @opepenedition by @jackbutcher.

Testflight (beta) link below: ⤵

[saint levan @kosianyaegbuna]

okay convocation season is over

back to business

after 10 revisions, my new app(dispopen beta) launches on monday

it’s the most exciting intersection of art, culture & technology you’ve ever seen in a digital product

excited for you to try it out

[saint levan @kosianyaegbuna]

how it started how it’s going

[junya @_junyaa_]

@kosianyaegbuna @SundayPaulAdah @Pay4meapp thank you so much

[junya @_junyaa_]

This is my entry for the redesign challenge!
such an amazing piece to work on 💚

@SundayPaulAdah @Pay4meapp
#UIDesign

[junya @_junyaa_]

@SundayPaulAdah @Pay4meapp @SundayPaulAdah @Pay4meapp

this is my entry 💚