A deep dive into how post-processing can supercharge synthetic data generation The post How I Won the “Mostly AI” Synthetic Data Challenge appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Unless you’re someone who lives and breathes cybersecurity, chances are you didn’t think much about authentication, network exposure, or what happens if someone else finds your server. This guide isn’t here to kill the excitement—it’s here to help you use…

Everything we do changes the world, of course, and I remain a strong advocate for kindness. Nonetheless, we need to face the fact that the children’s book version of “be kind and change the world” hasn’t worked. Wars and crime proceed as they have since the…

“Love one another.” You hear it all the time. But while it’s nice that it’s said, people don’t do it terribly well. It’s a hard thing for them to hold in mind. They can get serious about it from time to time (and again, a good thing), but doing it consistently…

From random example selection to systematic AuPair generation  — how to make your LLM prompts actually work The post Finding Golden Examples: A Smarter Approach to In-Context Learning appeared first on Towards Data Science. Generated by RSStT. The copyright…

Metrics to track for RAG and agents, plus the frameworks that help The post Agentic AI: On Evaluations appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

What a time to be alive.

Mathematical intuition and practical considerations for NLP scenarios The post Demystifying Cosine Similarity appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

An overview of popular techniques to confine LLMs' output to a predefined schema The post Generating Structured Outputs from LLMs appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

The first episode of TFTC’s new series shows how Bitcoin mining can balance grids, monetize stranded energy, and grow infrastructure.