Every AI Tool Shows You Sources Now. I Checked Whether They Actually Say What the AI Claims.
Author(s): EMMANUEL NWANGUMA Originally published on Towards AI. The answer is: often not. And catching it turned out to cost nothing. You have probably seen this pattern. You ask an AI something, it gives you an answer, and underneath there’s a little …
The AI Feature That Works in the Demo and Breaks in Production
Author(s): EMMANUEL NWANGUMA Originally published on Towards AI. Vendors sell a fix for it. I ran 833 tests across 6 AI models to see whether the fix actually works. Mostly, it didn’t. Imagine you hire a very fast, very well-read assistant to …
Real-Time Anomaly Detection With Kafka and Faust: From Stream to Slack Alert in Under 2 Seconds
Author(s): EMMANUEL NWANGUMA Originally published on Towards AI. There’s a category of problem where being right tomorrow is the same as being wrong. A fraudulent transaction clears. A server starts throwing errors at 2pm and nobody notices until the morning report. A …
The MLOps Component Nobody Builds in Their Portfolio (And Why It Matters Most)
Author(s): EMMANUEL NWANGUMA Originally published on Towards AI. The MLOps Component Nobody Builds in Their Portfolio (And Why It Matters Most) Most ML engineers know what a feature store is. Almost none have built one. Here’s everything I learned doing it from …
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