Viewing profile — lukasego

Hi HN, I built a Google Docs Add-on that analyzes your writing to reveal your thinking patterns. I like writing. For me, its purpose has always been clarifying ideas. Writing not o…

This is an amazing vision. I want my browser to remind me if I lose focus, and to analyze and show me what I've been doing so I can learn from myself. Self-reflection is powerful h…

LLMs should be used to REFLECT cognitive states while writing, and not for generating text. Reflecting thought patterns would be a mode where the writer deepens their understanding…

The entirety of the production-ready platform took us 3-4 weeks to build, including figuring out RL and GPU infrastructure. If you want to know more about RL, you can check out Hug…

Hi everyone, we stripped the need to connect to a subscription when you Import a Provider. You wouldn't have had to pay anyways - but now you can just go ahead and start data inges…

Thanks for this very lucid post! For many use cases such as coding, formatting, it's very clear for the users how to define the reward function. Fore more intricate ones, you're ri…

To add, there is the important distinction to be made between RLHF (Reinforcement Learning with Human Feedback) and RL. DPO is a simpler and more efficient way to do RLHF. In its c…

That's true, thanks for the feedback! In the end, it wasn't boredom, but the long work - put too much energy into the platform ;) Taking it to heart for the next one!

No, DPO avoids a Reinforcement Learning training loop. For the current iteration on verifiable domains, our method is GRPO. Let me elaborate: DPO is for preference learning - each …

People pay for convenience, that's true - and part of the equation here. Agreed! The approach is to make data capturing as convenient as possible, where you just paste in api key +…

Yes, indeed

Thanks for stating your preference! This is something we can incorporate into the platform.

Hi! You won't get billed for importing a provider. You just need a user account because your providers need to be associated to your Augento user. You can then start to use the dat…

Well... we took the rawness to heart, that's clear!

For those that have the need, we'll make it possible for sure! Otherwise, the models are ready for inference directly through Augento - say you’ve been working with the OpenAI Chat…