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sujayk_33

Re: on Thursday May 14, 2026 @09:59AM (#48135499)
I have poured my heart into it
Re:Ask HN: What Are You Working On? (March 2026) on Monday March 09, 2026 @11:58AM (#47310780)
a general-purpose mobile agent, trying out on SLMs that work on phones. In case there's no internet.

https://github.com/JUSTSUJAY/royo

Re:Ask HN: Why doesn't HN have a rec algorithm? on Sunday February 22, 2026 @11:33AM (#47112370)
I agree too.
Re:Animated AI on Wednesday December 31, 2025 @06:52AM (#46443390)
Yeah, it's not mobile-friendly. didn't get a chance to look into it
Re:Animated AI on Wednesday December 31, 2025 @12:10AM (#46441509)
I worked on something similar but specifically for transformer architecture: https://transformer.sujayk.me/
Re:FLUX.1 Kontext on Friday May 30, 2025 @01:26PM (#44138294)
So here is my understanding of current native image generation scenario, I might be wrong so please correct me, I'm still learning it and I'd appreaciate the help.

First time native image gen was introduced in Gemini 1.5 Flash if I'm not wrong, and then OpenAI was released for 4o which took over the internet by Ghibli Art.

We have been getting good quality images from almost all image generators like Midjourney, OpenAI and other providers, but the thing that made it special was true "multimodal" nature of it. Here's what I mean

When you used to ask chatgpt to create an image, it will rephrase that prompt and internally send that prompt to Dalle, similarly gemini would send it to Imagen which were diffusion models and they had little to know context in your next response about what's there in the previous image

In native image generation, it understands Audio, Text and even Image tokens in the same model and need not to rely on diffusion models internally, I don't think both Openai and google has released how they've trained it but my guess is that it's partially auto-regressive and diffusion but not sure about it

Re:Gemma 3n preview: Mobile-first AI on Wednesday May 21, 2025 @03:32AM (#44049179)
https://youtu.be/eJFJRyXEHZ0

in the video they've added in announcement, they are showing some live interaction with the model(which is quite fast as compared to AI Edge gallery app), how's it built, how can I use it like this?

Re:Gemma 3n preview: Mobile-first AI on Wednesday May 21, 2025 @03:15AM (#44049064)
8 has G3 chip
It's faster inference because of the Hardware (LPUs), here the question is about architectures (AR or Diffusions)
Re: on Sunday March 02, 2025 @05:24AM (#43229072)
This is the second bullet post in the series as I prefer 10 short posts than one lengthy post.

Feedbacks are welcome.

Ask HN: How to evaluate PRs against a dynamic rubric?

I'm working on a use case where every PR created in a repository needs to be evaluated against the topic that will be tagged to it. Based on which the AI feedback is to be given, based on the feedback, changes will need to be made, until done, the merging should be blocked. when the updation of code happens, it should be able to check it against the previously given feedback. Now it can ask for...

( Read More... | no comments | on HN )

Ask HN: Free/Open Source Brainstorming Agents

Are you aware of any good Brainstorming agents I can converse with? Gemini has one but needs to have the Gemini Advanced for that.Normal LLM also works out but would love to have a specialized AI for that. I love brainstorming with AI.

( Read More... | 1 comment | 2 points | on HN )
Re:Ask HN: What is your definition of luxury? on Tuesday January 14, 2025 @09:45AM (#42697800)
Probably the most difficult one to obtain

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