what is the 30 percent rule in ai and how does it apply to training
I keep hearing this term floating around in discussions about model training and optimization. Someone mentioned the 30 percent rule in AI, but the explanation was really technical and lacked a practi...
how to manage technical debt in ai projects
I am finding that our AI projects accumulate technical debt way faster than our traditional software. Between the changing APIs, the model versions, and the prompt tweaks, we are constantly fixing thi...
how to pick between different generative models
With so many new models being released every week, how do you decide which one is the right one for your product? I need something stable, not necessarily the latest trendy release. Do you look at the...
using vector databases for agentic memory
I am trying to give my agent a better long-term memory. I have been playing around with vector databases, but the retrieval part is still noisy. How do you guys handle re-ranking or filtering to ensur...
what is the best way to debug a prompt chain
My prompt chains are getting really long and complicated, and it is nearly impossible to track where things are failing. When a generation goes wrong, how do you debug it? Do you use specific monitori...
how to train a small model for a specific task
I do not have the budget or the hardware to train a massive foundation model, so I am looking into fine-tuning smaller models. What is the best way to start? I am focused on a very specific domain and...
is there a definitive list of the 7 main types of ai
My team is having a debate about how we classify AI within our infrastructure. I have seen articles referencing 7 main types of AI, but the definitions seem to shift depending on the source. Some incl...
is the generative ai bubble going to burst
I keep hearing people talk about the bubble in generative AI. As someone who is building a career in this space, it is a bit nerve-wracking. Do you think the current software ecosystem is sustainable,...
how to build a sustainable ai product
Building a wrapper around an API is easy, but building a sustainable business is hard. How do you differentiate your AI product when anyone can just use the underlying API? I am looking for advice on ...
what are the risks of autonomous agentic systems
I am designing a system where agents can execute code based on user inputs, and I am terrified about security. What are the best practices for sandboxing these agents? I do not want an agent accidenta...
