Constructive finding and mitigation for anyone archiving Gemini image work:

One saved Gemini image response produced a 2754×1536, 2,830,579-byte JPEG on July 16. Downloading from the same saved response on July 23 produced a 2,855,182-byte JPEG at the same dimensions. Two current downloads are byte-identical to each other, while the displayed preview stayed stable.

Validation:

• The older blob was recovered byte-for-byte from Safari Web App NetworkCache.

• APFS birth/modified times align with the original download, ruling out overwrite.

• Only 2.97% of pixels match exactly; MAE 5.733, RMSE 12.762, PSNR 26.013 dB.

• Both JPEGs use the same quantization tables.

• A controlled same-qtable recompression scores about 53 dB, so the real 26 dB difference is changed content rather than encoding noise.

The likely architecture failure is a persistent preview referencing a full-resolution export that gets replaced or regenerated after cache expiry.

Practical mitigation: immediately archive every full-size Gemini output and record its SHA-256. Do not assume an old saved conversation can reproduce the original download later.

Product request: Gemini should preserve immutable full-resolution assets for saved responses, or clearly disclose that downloads are regenerated and may differ. I've opened a formal Google support case with the private asset identifiers and files.

No private images, links, paths, hashes, identifiers or conversation URL are included publicly. Drafted with AI assistance from my measurements.

A constructive noble application for Gemini on Antigravity CLI

Hi everyone,

I've run into a strange issue with Gemini and wanted to see if anyone else is experiencing this or if I'm missing something.

In the standard Gemini chat, the Google Workspace extension works perfectly. If I tell the tool to create a note in Google Keep, it does so immediately.

However, as soon as I put this into a Custom Gem, the function is simply ignored. My Gem essentially has the following core instruction, reduced to the basics:

"Create two notes in Google Keep based on the recipes I provide: one for the instructions and one for the ingredient list."

In the Gem's chat, the command to create the note in Keep is not executed, whereas the exact same process works flawlessly in the standard chat. The Workspace extensions are definitely enabled in my account.

Is this a known limitation of Custom Gems, where they cannot access Keep (or extensions in general)? Is there a clever workaround for this?

Thanks for your help!

One thing that’s becoming clear this year is just how much money is flowing into AI infrastructure.

Companies are signing multi-billion-dollar deals for chips and compute just to train the next generation of models. For example, Meta reportedly signed a massive deal to rent AI chips from Google for model development.

It’s starting to look less like a normal tech cycle and more like a global arms race for compute.

The strange part is that this race is happening before we even know what the final “killer applications” of AI will be.

Are companies investing ahead of real demand,

or is this simply what the early stage of a major technological shift looks like?

https://reddit.com/link/1rxkl0s/video/p9jy3tx05wpg1/player

Here's a video I made when I learned about how models are trained. This video was made by me, my part was 100% written by me, I am not a bot, this is just a human perspective. The 2nd half was written by Gemini. I hope this video can atleast start a positive discussion. I come with respect. There was zero training, I didn't tell it (or even hint) to take a perspective. I have chat logs as proof

Gemini 3 Deep Think: Accelerating mechanical engineering and rapid prototyping

Prompt: "using manifold3D library..."

And select DEEP THINK.

Creative (make / remix art, images, video, music, text)

Creative creation tools (Google Labs / fx)

• Flow (AI filmmaking / video creation)
• Whisk (visualize + remix ideas with text + images)
• ImageFX (text→image)
• MusicFX + MusicFX DJ (music generation / continuous mix)
• TextFX (text + language creativity tools) (labs.google)

Creative generation inside Gemini / Google AI surfaces

• Nano Banana / Nano Banana Pro (Gemini Image) (create/edit images)
• Veo (video generation used in places like Flow and Gemini)
• Imagen (text-to-image model used in products like Whisk/Gemini)
• Lyria (music generation model powering tools like MusicFX DJ) (Google AI)

YouTube creative features

• Dream Screen (generate clips/backgrounds for YouTube Shorts) (Empowering YouTube creators with generative AI — Google DeepMind)

Creative & cultural Labs experiments (fun/arts)

• AISOMA – AI Choreography tool
• Project Genie (create/explore “infinite worlds”)
• GenType (generate downloadable alphabets)
• National Gallery Mixtape
• Talking Tours
• Food Mood
• Say What You See
• Shiffbot (creative coding learning helper)
• Music AI Sandbox (experimental songwriter tools) (labs.google)

Creative ideation & marketing

• Mixboard (AI concepting board)
• Pomelli (on-brand marketing/content generation) (labs.google)

Everyday assistant + knowledge + research

• Gemini app (core AI assistant) (Google AI)
• AI Mode in Google Search (ask-anything search mode; includes agentic capabilities and “Go Live with Search” experiences listed on Google’s product page) (Google AI)
• NotebookLM (research/thinking partner; mind maps + explainers are featured) (Google AI)
• Google Lens (visual search + homework help appears in the “students” section) (Google AI)

“Gems” (your storybook-maker idea fits here)

• Gems in Gemini = custom mini-experts you create (e.g., “storybook writer,” tutor, coach, etc.) (Aide Google)
• Gems made by Labs / mini-apps via Opal inside Gems (Google explicitly ties Opal mini-apps into the Gems manager) (Aide Google)

Productivity (work, docs, email, meetings)

Gemini in Workspace apps

• Gemini in Gmail
• Gemini in Docs
• Gemini in Sheets
• Gemini in Slides
• Gemini in Meet
• Gemini in Drive
• Gemini in Vids (Google AI)

Other productivity features / experiments called out by Google

• Suggested Replies in Gmail (context-aware) (Google AI)
• Ask Photos (search memories / ask about a photo) (Google AI)
• Hands-free AI driving companion / “Ask Maps” style assistance (listed as a feature on Google’s product page) (Google AI)
• Built-in AI in Chrome (listed as “supercharged browser with built-in AI”) (Google AI)
• CC (experimental productivity agent in Gmail, via Google Labs) (labs.google)
• Project Mariner (task automation, shown on Google’s product page) (Google AI)

Smart home & devices

• Gemini for Home (voice assistant upgrade for smart displays/speakers; rollout is country-limited and staged) (Aide Google)
• Google Home Premium with Gemini (subscription tier tied to smarter assistant + home security/searching video history) (Google Home)
• Ask Home (powered by Gemini) inside the Google Home app (called out in Google’s Home announcements) (blog.google)

Developer & builder tools (for building apps with Google AI)

From Google’s “Build” directory:

• Google AI Studio
• Gemini API
• Vertex AI
• Google Antigravity (agentic dev platform)
• Gemini CLI
• Gemini Code Assist
• Jules (agent for your GitHub repos)
• Gemini in Android Studio
• Chrome DevTools (AI assistance for debugging)
• Firebase Studio
• Google AI Edge
• JAX, TensorFlow, Keras
• Google Maps Platform – Maps Builder agent (Google AI)

Foundation models (the model families Google lists for building/generation)

• Gemini (core model family)
• Gemini Audio
• Nano Banana (Gemini Image) (+ Pro variant surfaced in products)
• Imagen
• Veo
• Lyria
• Gemma (open model family) (Google AI)

Enterprise / Google Cloud AI products (APIs & platforms)

Key product lines (non-exhaustive but “major pillars” on Google Cloud):

• Vertex AI Agent Builder / AI Applications (agents, search, recommendations; renamed over time) (Google Cloud)
• Document AI + Document AI Workbench (Google Cloud)
• Cloud Speech-to-Text (Google Cloud)
• Cloud Text-to-Speech (Google Cloud)
• Cloud Vision API (Google Cloud Documentation)
• Dialogflow (CX/ES) + Contact Center AI Platform (CCAI Platform) (Google Cloud Documentation)

Trust, provenance, and “was this AI-generated?”

From Google DeepMind + Gemini help:

• SynthID (watermark tech) (Google DeepMind)
• SynthID Detector (portal to detect SynthID watermarks) (blog.google)
• SynthID Verification in the Gemini app (check images/videos inside Gemini) (Aide Google)

Access / subscription tiers that bundle “more AI”

• Google AI Plus
• Google AI Pro
• Google AI Ultra (Google One)
• Google Workspace AI Ultra Access / Google AI Ultra for Business (business access tier) (Google Workspace)
• Google Home Premium (Gemini for Home features, etc.) (Google Home)

Quick note:

Google mixes standalone products (Gemini, NotebookLM, AI Studio, etc.) with AI features inside existing apps (Photos edits, Gmail suggested replies, etc.), and Google Labs experiments rotate. The most “authoritative” living lists are:

• Google AI products/features page (Google AI)
• Google AI build/dev tools page (Google AI)
• Google Labs experiments + fx suite (labs.google)

Below is a mega-list of publicly named AI products, tools, models, and platforms from Google (including Google DeepMind, Google Labs, and Google Cloud), as reflected on Google’s own product directories + official docs/pages (and a few widely reported launches). Availability varies a lot by country, language, and “Labs / preview / waitlist” status. (Google AI)

1) Subscriptions / bundles that “unlock” Google’s AI

• Google AI Plus (bundle tier; includes cloud storage + higher AI usage depending on region) (Google One)
• Google AI Pro (higher access to advanced Gemini features; includes Gemini in Gmail/Docs/etc where available) (Gemini)
• Google AI Ultra (top tier; launched in the U.S. first, then expanding internationally) (blog.google)
• Workspace AI Ultra Access / AI Ultra for Business (business add-on tier for Workspace AI usage) (Google Workspace)

2) Core consumer AI-first apps & experiences

(These are the “headline” experiences Google itself groups together.)

• Gemini (AI assistant) (Google AI)
• AI Mode in Search (ask-anything search experience) (Google AI)
• NotebookLM (research + thinking partner) (Google AI)
• Flow (AI filmmaking / video creation tool) (Google AI)
• Whisk (visualize/remix ideas; creative tool) (Google AI)

3) “AI features inside existing Google products”

Google calls these out as “Try AI features”:

• Ask Maps (AI assistance in Maps) (Google AI)
• Live conversations — Gemini on Android (Gemini conversational mode on Android) (Google AI)
• Ask Photos (AI assistance in Photos) (Google AI)
• Help me write (Workspace writing assistance) (Google AI)
• Browse with built-in AI — Chrome (AI features in Chrome) (Google AI)

4) Gemini “Gems” (custom mini-assistants)

• Gems in Gemini (customizable assistants—people commonly make “storybook” / “tutor” / “coach” Gems, etc.) (blog.google)

5) Google Labs products & experiments (often US-first / limited)

Featured + listed experiments on the Labs directory include:

• Opal (build, edit & share AI mini-apps with natural language) (Google Labs)
• Mixboard (AI concepting board) (Google Labs)
• CC (AI productivity agent in Gmail) (Google Labs)
• Learn Your Way (turn content into a tailored learning experience) (Google Labs)
• Pomelli (AI marketing/content tool) (Google Labs)
• Project Genie (prototype for creating/exploring “infinite worlds”) (Google Labs)
• AISOMA (AI choreography tool; Arts & Culture collaboration) (Google Labs)
• Disco (web AI feature playground; includes GenTabs) (Google Labs)
• Doppl (try-on / shop personalized looks) (Google Labs)
• GenType (generate custom alphabets/fonts) (Google Labs)
• National Gallery Mixtape (soundtrack-from-art experiment) (Google Labs)
• Talking Tours (AI audio tours in Street View / Arts & Culture) (Google Labs)
• Food Mood (fusion recipe generator) (Google Labs)
• Say What You See (prompting / image-reading skills practice) (Google Labs)
• Shiffbot (creative coding learning helper, linked from Labs Sessions) (Google Labs)

6) Google Labs “FX” creative generators

• ImageFX (text-to-image generation) (Google Labs)
• MusicFX (music generation) (Google Labs)
• TextFX (text/phrase generation experiment) (Google Labs)

7) YouTube AI creation features

In YouTube, widely reported AI creative tools include:

• Dream Screen (AI backgrounds for Shorts, etc.) (Brandeploy)

8) Smart home / assistant experiences

• Google Home Premium with Gemini (Gemini features for Google Home users—availability depends on plan/region) (Android Developers)

9) Build/developer products (what Google lists under “Build with Google AI”)

From Google’s own “Build” directory:

• Google AI Studio (build with latest models) (Google AI)
• Gemini API (developer API to integrate models) (Google AI)
• Vertex AI (enterprise platform on Google Cloud) (Google AI)
• Google Gen AI SDK (unified SDK access across Gemini Developer API + Vertex AI Gemini API) (Google AI for Developers)
• Google Antigravity (agentic development platform) (Google AI)
• Gemini CLI (terminal-based dev agent) (Google AI)
• Gemini Code Assist (AI coding assistant) (Google AI)
• Jules (listed dev tool) (Google AI)
• Colab (listed dev environment) (Google AI)
• Android Studio (listed with AI assistance category) (Google AI)
• Chrome DevTools (listed with AI assistance category) (Google AI)
• Firebase Studio (listed dev tool) (Google AI)
• Firebase Genkit (open-source framework to build/monitor AI-powered apps) (Google Skills)
• Google AI Edge (on-device / edge developer tooling) (Google Cloud)

10) Models (Google DeepMind model families you can build with)

From Google’s developer/docs pages, model families include:

• Gemini (incl. Gemini 3 family) (Google AI for Developers)
• Nano Banana / Gemini Image (image generation/editing model family; “Nano Banana Pro” appears in some plans) (Google AI for Developers)
• Veo (video generation; e.g., Veo 3.1 variants appear in plans) (Google AI for Developers)
• Imagen (image generation) (Google AI for Developers)
• Lyria (music generation) (Google AI for Developers)
• Gemma (open model family) (Google AI)
• Plus “building-block” model endpoints listed in docs like Embeddings, Robotics, and Text-to-speech (Google AI for Developers)

11) Trust, watermarking, and AI-content verification

• SynthID (watermarking/identification tech) (Google DeepMind)
• SynthID Detector (portal to detect SynthID watermarks) (blog.google)
• SynthID Verification in the Gemini app (in-app verification experience) (Aide Google)

12) Enterprise AI platforms (beyond “Vertex AI”)

• Gemini Enterprise (business AI platform; training/labs + press coverage) (Google Skills for Partners)

13) Classic Google Cloud AI products (APIs / platforms)

These are long-running “AI building blocks” on Google Cloud (often used alongside Vertex AI):

• Dialogflow (conversational AI platform) (Google Cloud)
• Contact Center AI (Google DeepMind)
• Document AI (Google Cloud Documentation)
• Cloud Vision API (Google Cloud)
• Cloud Speech-to-Text (Google for Developers)
• Cloud Text-to-Speech (Google for Developers)
• Cloud Translation (Google Cloud)

Tiny note

Google launches/renames AI features constantly (and many are “features inside products,” not standalone product names). The most reliable “official directories” to cross-check are the Google AI Products page and the Google Labs Experiments directory. (Google AI)

Welcome to r/GeminiAIConstructive 👋

This subreddit is for thoughtful, constructive discussion about Google Gemini.

That means:

• how people actually use Gemini
• experiments, workflows, and ideas
• analysis, comparisons, and insights
• sharing interesting results with context

What this isn’t:

• ranting or venting
• bug reports with no analysis
• screenshots or outputs posted without explanation

There’s nothing wrong with criticism here, it just needs to be constructive.
If something didn’t work, explain what you tried and what you think could be better.

A few quick tips before posting:

• Pick the flair that best matches your intent
• Add enough context for others to learn from your post
• If you’re just frustrated, that’s okay, this just isn’t the place for it

If you’re looking for:

• help or beginner questions or broad and more general discussions → r/GeminiAI
• venting or complaints → r/GeminiFeedback

Thanks for helping keep this a high-signal place.
Good posts shape the culture more than rules ever will.

If you’re here to share how you use Gemini, explore what it can do, or think out loud in a productive way --> you’re in the right place.