Well It is the first model to get partial-credit on an LLM image test I have. Which is counting the legs of a dog. Specifically, a dog with 5 legs. This is a wild test, because LLMs get really pushy and insistent that the dog only has 4 legs. In fact GPT5 wrote an edge detection script to see where "golden dog feet" met "bright green grass" to prove to me that there were only 4 legs. The script found 5, and GPT-5 the…
Gemini 3 Pro: the frontier of vision AI
51–60 of 309 posts
Re: Gemini 3 Pro: the frontier of vision AI
#52Re: Gemini 3 Pro: the frontier of vision AI
#53In case the article author sees this, the "HTML transcription" link is broken - it goes to https://aistudio-preprod.corp.google.com/prompts/1GUEWbLIlpX... which is a Google-employee-only URL.
Love how employee portals for many companies essentially never get updated design wise over the decades, lol. That page styling and the balls certainly take me back.
Oh speaking on mobile, I remember when I tried to use Jira mobile web to move a few tickets up on priority by drag and dropping and ended up closing the Sprint. That stuff was horrible.
Re: Gemini 3 Pro: the frontier of vision AI
#54Audio described Youtube please? That'd be so amazing! Even if I couldn't play Zelda yet, I could listen to a playthrough with Gemini describing it.
Source video title: Zelda: Breath of the Wild - Opening five minutes of gameplay
https://www.youtube.com/watch?v=xbt7ZYdUXn8
Prompt:
Please describe what happening in each scene of this video.
List scenes with timestamp, then describe separately:
- Setup and background, colors
- What is moving, what appear
- What objects in this scene and what is happening,
Basically make desceiption of 5 minutes video for a person who cant watch it.
Result on github gist since there too much text:https://gist.github.com/ArseniyShestakov/43fe8b8c1dca45eadab...
I'd say thi is quite accurate.
Re: Gemini 3 Pro: the frontier of vision AI
#55Earlier quoted context omitted.
Gemini 3 Pro is not Nano Banana Pro, and the image generation/model that decodes the generated image tokens may not be as robust. The thinking step of Nano Banana Pro can refine some lateral steps (i.e. the errors in the homework correction and where they are spatially in the image) but it isn't perfect and can encounter some of the typical pitfalls. It's a lot better than Nano Banana base, though.
As a consumer I typed this into "Gemini". The behind the scenes model selection just adds confusion. If "AI" trust is the big barrier for widespread adoption to these products, Alphabet soup isn't the solution (pun intended).
This article is about understanding images.
Your task is unrelated to the article.
Re: Gemini 3 Pro: the frontier of vision AI
#56Here's the output from two tests I ran:
1. Asking Nano Banana Pro to solve the word search puzzle directly [1].
2. Asking Nano Banana Pro to highlight each word on the grid, with the position of every word included as part of the prompt [2].
The fact that it gets 2 words correct demonstrates meaningful progress, and it seems like we're really close to having a model that can one-shot this problem soon.
There's actually a bit of nuance required to solve this puzzle correctly which an older Gemini model struggled to do without additional nudging. You have to convert the grid or word list to use matching casing (the grid uses uppercase, the word list uses lowercase), and you need to recognize that "soup mix" needs to have the space removed when doing the search.
Re: Gemini 3 Pro: the frontier of vision AI
#57Well It is the first model to get partial-credit on an LLM image test I have. Which is counting the legs of a dog. Specifically, a dog with 5 legs. This is a wild test, because LLMs get really pushy and insistent that the dog only has 4 legs. In fact GPT5 wrote an edge detection script to see where "golden dog feet" met "bright green grass" to prove to me that there were only 4 legs. The script found 5, and GPT-5 the…
Here’s how Nano Banana fared: https://x.com/danielvaughn/status/1971640520176029704?s=46
Re: Gemini 3 Pro: the frontier of vision AI
#58In case the article author sees this, the "HTML transcription" link is broken - it goes to https://aistudio-preprod.corp.google.com/prompts/1GUEWbLIlpX... which is a Google-employee-only URL.
Re: Gemini 3 Pro: the frontier of vision AI
#59Audio described Youtube please? That'd be so amazing! Even if I couldn't play Zelda yet, I could listen to a playthrough with Gemini describing it.
Hey, I just made simple test on 5 minute downloaded YouTube video uploading it to Gemini app. Source video title: Zelda: Breath of the Wild - Opening five minutes of gameplay https://www.youtube.com/watch?v=xbt7ZYdUXn8 Prompt: Please describe what happening in each scene of this video. List scenes with timestamp, then describe separately: - Setup and background, colors - What is moving, what appear - What objects in…
https://gist.github.com/ArseniyShestakov/47123ce2b6b19a8e6b3...
Re: Gemini 3 Pro: the frontier of vision AI
#60Well It is the first model to get partial-credit on an LLM image test I have. Which is counting the legs of a dog. Specifically, a dog with 5 legs. This is a wild test, because LLMs get really pushy and insistent that the dog only has 4 legs. In fact GPT5 wrote an edge detection script to see where "golden dog feet" met "bright green grass" to prove to me that there were only 4 legs. The script found 5, and GPT-5 the…
I don’t know much about AI, but I have this image test that everything has failed at. You basically just present an image of a maze and ask the LLM to draw a line through the most optimal path. Here’s how Nano Banana fared: https://x.com/danielvaughn/status/1971640520176029704?s=46