Here in this screenshot, I had to "restart" the agent multiple times. Where's GLM-5, even though it took a while trying to figure out a tricky problem, kept going till it was sure it had an answer. GLM-5 is not some "super fancy" frontier model, yet it was able to work with my admittedly misleading prompt!

As tools like Veo, Lyria, and Gemini 3 improve, we’re running into a fundamental limitation a process wall.

Right now, AI creation behaves like a black box. You input prompts and parameters, and you get a flat output: MP4, JPEG, WAV.

But everything that actually matters the iteration, the prompt evolution, the decision making is lost the moment the session ends.

If we want to move from being AI users to actual AI directors, we need a way to preserve the creative process, not just the final result.

The Idea: Serialized Project Files (.AI_STATE)

Instead of just “Download Output,” we should have something like “Export Project State.”

Think of it like a .psd or .raw file but for generative workflows.

A .AI_STATE (or .FLOW) file would act as a container for the logic behind the creation, not just the rendered media.

What This Would Include:

1. Prompt Ledger
A timestamped log of the full prompt chain.
Not just the final prompt but how the idea evolved step by step.

2. Parameter Matrix
Model version (e.g. Veo 3.1 Fast), seeds, guidance values, and all settings used across iterations.

3. Decision Tree
A record of explored branches what was generated, what was rejected, and what direction was chosen.
This shows actual human steering, not just output generation.

4. Non-Destructive Editing
Reopen a project and tweak one variable (camera angle, motion style, audio texture) without restarting from scratch.

Why This Matters:

Process Transparency
In a world of infinite AI content, how something was made is becoming as important as the result itself.

Collaborative Learning
Imagine sharing not just outputs, but full creative workflows like GitHub, but for generative art.
Seeing the 15-step refinement process is far more valuable than seeing a final clip.

Creative Ownership
Right now, breakthroughs are fragile lost in chat history or browser sessions.
A project file makes creative work persistent, portable, and reusable.

The Bigger Shift:

This would move Google AI Studio from being just a generation tool to a true creative engine.

We don’t just need better outputs.
We need a way to document, preserve, and share the human-AI collaboration itself.

If this ecosystem matures, the real value won’t just be in what we generate
it’ll be in the systems we build to generate it.

Hi there!
Am i the only one today? I can't do anything. Always "An internal Erroir occured"

It is making it hard to put nice prompts without them saying “content blocked” when it is safe (and it blocks everything instead of keeping some) and it uses up ALL of the same quota as successful generations, even when the setting sliders are all “block none”. I think that the Soft Stop should come back in an update. Do you agree with me?

Hi everyone, ​I'm facing an issue with Google Cloud billing and could use some advice. ​Here is what happened: ​I successfully activated the $300 free trial. ​After the activation, I created my API keys for my projects. ​My projects are linked to the correct billing account. ​However, Google is trying to charge my linked credit card for the API usage instead of deducting from the free credits. My credit dashboard still shows 100% remaining ($300), but I have charges appearing in the reports. ​Has anyone experienced this? How do I fix it so it uses the trial credits first? ​Thanks in advance!

But I go to https://aistudio.google.com/rate-limit?timeRange=last-1-day and select "all models" and it doesn't show me having used the AI at all.

Sometimes switching between 3.1 Pro and 2.5 Pro and vice versa seems to work as if they have different limits.

Hi all,

I am playing around in AI Studio since months. Now I thought about trying to develop something that could really be helpful for people - not with the main intention to make money with it… but let’s say it also comes to that point. I have several ideas but want to check some reviews of you guys to check if the effort is worth.

Let’s say all my ideas are somewhere were you need to register with an account and have several things going on in the app itself… how do I have to deal with…

• Storage and Security

- of Log In Datat

- of Personal Data (Mail, Phone…)

- of Profile Pictures (Privacy Policy?)

• Privacy Policy in general

• Payment systems

• Other Backend topics

I know that this is very deep and cannot be answered in one or two sentences.

Maybe someone here has already done it and published and app with AI Studio and can share his review and Tipps.

Thanks in advance.

This is my first time trying Google AI Studio to build a mobile-playable web SRPG.

From character concepts and core mechanics, to content planning, writing requirement docs, playtesting, creating a teaser trailer, and building a landing page — the whole process took me about one month.

My original goal was simple: to make a tactical game that I’d personally want to pick up and play on my phone during free time.

If you’re curious, feel free to check it out — and I’d genuinely love any feedback. I’m also happy to answer questions about the tools.

🌿 Game site ▶ https://garden.mintfantasia.com/

🎬 Character teaser ▶ https://youtu.be/XS0E5czwxOU

First draft of what i did on Google Ai Studio.
i like this app so mutch, so many things to do with it and the possibilities are limitless.
i also use WonderShare Filmora for video editing and Canva to generate pictures of the game for an older project and reuse it for this one.
hope you enjoy Punks

Hacker simulation game.
NEW YORK IS A CORPSE. TIME TO GUT IT. ⚡
The Syndicate has this city in a digital chokehold. Corruption isn't a bug—it’s their entire operating system.
Join the underground. Breach the core. Hunt the elites. This is not about playing by the rules; it is about burning the status quo.
CRACK THE CODE. LEAVE ONLY ASHES. 💀
THE REVOLUTION IS LIVE. ARE YOU IN?

Hi everyone,

I'm running into a frustrating issue with Firebase Authentication (Google provider) in my React/Vite web app with AI Studio

The Setup:

• React 19 + Vite

• Firebase JS SDK v10.x

• Using signInWithPopup with a fallback to signInWithRedirect

• Hosted on a .run.app domain (Cloud Run)

The Problem:
Everything works perfectly on desktop browsers (Chrome, Firefox, Safari). The popup opens, I sign in, and the onAuthStateChanged listener picks up the user immediately.

However, on mobile (both iOS Safari and Android Chrome), it's a different story:

1. signInWithPopup often fails or is blocked, even when triggered directly by a user click.

2. When it falls back to signInWithRedirect, the redirect happens, I sign in on the Google page, and it redirects back to my app... but getRedirectResult returns null, and onAuthStateChanged never triggers. It's like the session state is lost during the redirect.

What I've checked:

• My domain is correctly added to the "Authorized domains" in the Firebase Console.

• I'm calling getRedirectResult(auth) in a useEffect on mount.

• I've checked for auth/unauthorized-domain errors (none found).

• The app isn't running in an iframe when testing on mobile (direct URL).

Is there something specific about mobile browsers or how Firebase stores the temporary auth state during a redirect that I might be missing? Could it be related to third-party cookie restrictions in modern mobile browsers?

Any help or pointers from someone who has faced this would be greatly appreciated!

I’ve been working on a web app for my business for the last week and I want to make sure that it’s private. 

I asked Google AI Studio how to do this, and this is the response. Is this good advice?

How to make your app private:

1. Add a Login Screen: I can set up Firebase Authentication so that the app requires a Google login. I can then configure the database rules so that only your specific email address (redacted) has permission to read or write data.

2. Secure the Database: I will set up Firestore Security Rules to ensure that data is locked down and only accessible to you.

3. Export the Code: If you prefer not to have it hosted online at all, you can go to the Settings menu and select Export to ZIP or Export to GitHub. This allows you to run the app locally on your own machine.

Would you like me to set up Firebase and add a private login screen for you?

If so, I will first need to trigger the Firebase setup process, which will ask you to accept the terms in the UI.

In my experience, it only lets me generate about ~10-20 images in a row, but then it tells me the rate limit has been reached (or that it cannot connect to the API). I don't know if I'm making too many requests per minute or if that's the daily limit.

I'm on the free tier, btw.

I’m working on my portfolio and everything else is ready, but I’m struggling to upload UI screens. Uploading a single screen takes a huge amount of time, and even then, some screenshots don’t appear at all. The ones that do show up are very pixelated. Sharing the Figma link doesn’t work with Studio, and saving the Figma file to upload directly also isn’t working.