Learned

Lessons Learned from Upgrading to LangChain 1.0 in Production

first stable v1.0 release in late October 2025. After spending the past two months working with their latest APIs, I genuinely feel that is essentially the most coherent and thoughtfully designed version of...

Lessons Learned After 8 Years of Machine Learning

a decade old now. Back then, OpenAI felt like one (well-baked) startup amongst others. DeepMind was already around, but not yet fully integrated into Google. And, back then, the “triad of deep learning” —...

Six Lessons Learned Constructing RAG Systems in Production

couple of years, RAG has became a type of credibility signal within the AI field. If an organization desires to look serious to investors, clients, and even its own leadership, it’s now expected...

Things I Learned by Participating in GenAI Hackathons Over the Past 6 Months

, but their frequency and accessibility have definitely grown quite a bit recently. Earlier, they were mostly reserved for predictive machine learning problems (think Kaggle), but now, the main focus, not less than for...

The Machine Learning Lessons I’ve Learned This Month

in machine learning are the identical. Coding, waiting for results, interpreting them, returning back to coding. Plus, some intermediate presentations of 1’s progress. But, things mostly being the identical doesn't mean that there’s nothing...

How I Wonderful-Tuned Granite-Vision 2B to Beat a 90B Model — Insights and Lessons Learned

or vision-language models is a strong technique that unlocks their potential on specialized tasks. Nevertheless, despite their effectiveness, these approaches are sometimes out of reach for a lot of users as a result...

“Chinese AI company, transported data overseas as a substitute of GPU smuggling, and learned model.”

To be able to avoid the US artificial intelligence (AI) chip export control, Chinese AI corporations are reported to coach the AI ​​model in Malaysia by smuggling hard disks with large data. One other...

Leading by Doing: Lessons Learned as a Data Science Manager and Why I’m Choosing a Return to an Individual Contributor Role

The three questions I asked myself that helped me pick my profession pathAs you gain experience and progress through your profession in data science, sooner or later you would possibly start hearing or asking...

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