April 15, 2026
Everyone Else Is Now Training on a Contaminated Internet For years, the internet was the largest free dataset ever created. If you were building AI, you scraped it. Forums, blogs, news sites, and of course Wikipedia. It was messy, biased, and imperfect, but it had one huge advantage: it was written by humans. Then […]
March 10, 2026
In practice, model performance is deeply constrained by the data used during training. Sophisticated models trained on limited or poorly curated datasets rarely outperform simpler models trained on richer and more representative data.
March 05, 2026
One of the most persistent bottlenecks is not model architecture. It is data preparation.
April 09, 2024
Video annotation tools are a big part of a larger ecosystem of data labeling tools.
November 13, 2023
I have been in Data Ops for 8 years, working on projects in every industry…
November 10, 2023
As we all know by now, a very good model with crappy data, will get you…well…a crappy model performance.
September 09, 2023
LLMs beneficial to a no-code ETL solution.