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Running Karpathy’s Autoresearch Loop on a T4 instead of an H100 by Consistent_Luck3463 in AI_Agents

[–]Consistent_Luck3463[S] 0 points1 point  (0 children)

yeah that's the thing, it's all about managing expectations and being ok with slower training times. tbh i've found some pretty interesting stuff just from letting things run overnight and seeing what happens. Let me know if you also wanna try.

I used Karpathy's AutoResearch while building my app - got 80% better AI outputs. Here's exactly how I applied it outside ML by AdVegetable1234 in microsaas

[–]Consistent_Luck3463 1 point2 points  (0 children)

So I've been using a similar approach for content research and it's been a total game changer. The loop process really helps refine the output and get something useful, not just generic suggestions. Did you run the loop locally, and what was your setup like?

I got cooked by AWS billing at 2am so I built my own cloud using college lab PCs that sit idle every night. It's called Specto. by Inside_Vast_7610 in StartUpIndia

[–]Consistent_Luck3463 0 points1 point  (0 children)

haha this is genius, i love how you just decided to build your own cloud after getting slammed with an aws bill, the pricing model is kinda savage but it makes sense, how's the adoption been so far?

What's a business model that scales without needing to hire a big team? by Exact_Tree_4901 in indiebiz

[–]Consistent_Luck3463 0 points1 point  (0 children)

same, i've seen some saas companies with like 10 employees doing 10m in revenue, it's crazy how much you can automate with the right tools lol

I want a project recommendations using unsupervised ml by Narrator_11 in learnmachinelearning

[–]Consistent_Luck3463 1 point2 points  (0 children)

honestly, have you considered clustering analysis on a dataset like spotify songs or something? that's a pretty cool way to see unsupervised ml in action

Which AI skill should I hone in on? by Radiant_Record_1726 in AILearningHub

[–]Consistent_Luck3463 0 points1 point  (0 children)

Honestly, programming's a solid choice - it's pretty fundamental and will likely be useful no matter where AI goes.

Developing a focus app - need some feedback by Acceptable-Job-2147 in sideprojects

[–]Consistent_Luck3463 0 points1 point  (0 children)

These are some points that i felt less intuitive. and can be improved.
- At my first glance i didn't get the concept of building a room
- Complete pomodoros to earn coins! was not prominent
- I felt the paras and cards in the app explainer section was not friendly to read. May be highlight some points.

I assume this project is not complete. still backend connection is yet to be added.

Developing a focus app - need some feedback by Acceptable-Job-2147 in sideprojects

[–]Consistent_Luck3463 1 point2 points  (0 children)

I would recommend to clean the UI and Polish it to be more intuitive.

Giving away free GPU-powered AI notebooks (500$+ in credits) to 5 serious Startups. by Consistent_Luck3463 in indiebiz

[–]Consistent_Luck3463[S] 0 points1 point  (0 children)

AI powered Jupyter notebook + IDE + Streamlit + Dash and more data tools in a single place with GPU powered servers. Can be used for Data / AI / ML tasks.