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The fin-tuning process refines the model's capability for specific tasks. Open AI customizes c GPTusing supervised training, where human ai trainers engage in conversions whiling bothe the user and the AI Assistant.
These trainers follow guidelines to ensure safe and meaningful interactions. The Model Learns from this interactive training to produce relevant and contextually accurate responses.
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It is a cool and novel solution to get one well-thought-out response that takes the best bits from each AI. I also like the final output that include pictures, videos, charts, tables, mindmaps.
How do you determine which segments from the various AI outputs to be formed as the final output? When it comes to research, does Ithy go deeper than Perplexity Pro (a combo of Web, Academic, Social)?
Congrats on your PH launch, @wluk and all the best!
I've also open-sourced a lot of these aggregation prompts, so you can actually try it out yourself! https://github.com/winsonluk/ithy
By using multiple LLMs (and 5 different search engines vs. Perplexity's 1 LLM and 1 search engine), I've generally seen better responses from Ithy (even when comparing Ithy Pro vs Perplexity Pro).
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@wluk Thanks for your reply. I saw a video yesterday on creating multimedia pages based on YouTube. It is similar to your output. Watch it - https://youtu.be/Q_mBupv-WOM?si=_D8UdMfZUD-fprVZ&t=65. See if you can replicate the output format.
@andy_lim Neat! I remember when Sonnet 3.7 came out, everyone would ask it to "Make a website for [X]" - this is exactly what they're doing here!
I've actually tried this for Ithy, and it works well for about 50% of questions I've tested with. But the other 50% have broken buttons, aren't mobile compatible, have unusable images, etc.
So instead of prompting a LLM to "Make a website for [X]", Ithy provides very specific instructions for how to generate an article. While this limits the creativity, it prevents those bugs and makes sure Ithy's answers are 100% perfect.
Maybe when Sonnet 4.0 comes out, "Make a website for [X]" will actually be possible for 100% of prompts, but we're not there yet.
Fascinating approach. Technically speaking, how does Ithy manage context retention and coherence when aggregating outputs from different models with potentially varying architectures and token limits? Would love to understand the orchestration layer behind it.
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Love seeing tools like Ithy AI tackling the content creation grind! The idea of effortlessly generating engaging text, social posts, and captions is a game-changer for creators and marketers. Excited to see how this evolves!
@divyansh_tiwari7 I really appreciate your support! You're exactly right, we're trying to make it as easy as possible to get complete articles in seconds.
I think I'm really glad I somehow signed up and stayed on the list. This is awesome. I looked at my past articles and the ones generated now are unbelievable. Great job!
@marc_david1 Oh yeah, if you've been using Ithy since the beta version was released a few months ago, it's definitely changed A LOT (hopefully for the better!)
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Wow, this is an absolutely thrilling launch! Congratulations on introducing Ithy to the world.
I'm genuinely excited about what Ithy is bringing to the table and the potential it holds.
It sounds like a fascinating project, and I would be very interested in exploring potential opportunities to contribute to your team.
The fin-tuning process refines the model's capability for specific tasks. Open AI customizes c GPT using supervised training, where human ai trainers engage in conversions whiling bothe the user and the AI Assistant.
These trainers follow guidelines to ensure safe and meaningful interactions. The Model Learns from this interactive training to produce relevant and contextually accurate responses.
It is a cool and novel solution to get one well-thought-out response that takes the best bits from each AI. I also like the final output that include pictures, videos, charts, tables, mindmaps.
How do you determine which segments from the various AI outputs to be formed as the final output?
When it comes to research, does Ithy go deeper than Perplexity Pro (a combo of Web, Academic, Social)?
Congrats on your PH launch, @wluk and all the best!
Ithy
@andy_lim Thanks Andy! The aggregation logic involves "thinking" (similar to reasoning LLMs) to determine unique perspectives and points of consensus. I have a more detailed writeup on Medium: https://medium.com/@winson.luk/what-happens-when-you-combine-deepseek-r1-with-openai-o1-6a89a315ab43
I've also open-sourced a lot of these aggregation prompts, so you can actually try it out yourself! https://github.com/winsonluk/ithy
By using multiple LLMs (and 5 different search engines vs. Perplexity's 1 LLM and 1 search engine), I've generally seen better responses from Ithy (even when comparing Ithy Pro vs Perplexity Pro).
@wluk Thanks for your reply. I saw a video yesterday on creating multimedia pages based on YouTube. It is similar to your output. Watch it - https://youtu.be/Q_mBupv-WOM?si=_D8UdMfZUD-fprVZ&t=65. See if you can replicate the output format.
Ithy
@andy_lim Neat! I remember when Sonnet 3.7 came out, everyone would ask it to "Make a website for [X]" - this is exactly what they're doing here!
I've actually tried this for Ithy, and it works well for about 50% of questions I've tested with. But the other 50% have broken buttons, aren't mobile compatible, have unusable images, etc.
So instead of prompting a LLM to "Make a website for [X]", Ithy provides very specific instructions for how to generate an article. While this limits the creativity, it prevents those bugs and makes sure Ithy's answers are 100% perfect.
Maybe when Sonnet 4.0 comes out, "Make a website for [X]" will actually be possible for 100% of prompts, but we're not there yet.
@wluk It's worth a try. Thanks for doing that.
Ithy
@divyansh_tiwari7 I really appreciate your support! You're exactly right, we're trying to make it as easy as possible to get complete articles in seconds.
Renamify
Winson, this is a pretty cool product!
If you want some ideas on monetizing, funding, or ideas to push the tech it let's chat.
https://cal.com/thomas-olson-wzekpx/30min
Ithy
@thomas_olson_321 I'll reach out! Love your work on renamify.co!
I think I'm really glad I somehow signed up and stayed on the list. This is awesome. I looked at my past articles and the ones generated now are unbelievable. Great job!
Ithy
@marc_david1 Oh yeah, if you've been using Ithy since the beta version was released a few months ago, it's definitely changed A LOT (hopefully for the better!)
Wow, this is an absolutely thrilling launch! Congratulations on introducing Ithy to the world.
I'm genuinely excited about what Ithy is bringing to the table and the potential it holds.
It sounds like a fascinating project, and I would be very interested in exploring potential opportunities to contribute to your team.
I want to work with you on this new project.
Ithy
@e_ideal Thank you! Shoot me an email at wluk@ithy.com - always open to collaborations!
@wluk Done !