artificial intelligence

Learning, Hacking, and Shipping ML

You wrote many beginner and explanatory articles on TDS. Has teaching the basics modified the way you design or debug real systems at work? I notice the correlation between the more I teach something, the...

AI cracks 30-year math problem

Good morning, AI enthusiasts. An AI just delivered a breakthrough in mathematics — solving a 30-year-old problem using no human help in any respect.With DeepSeek and Google also reaching gold-level reasoning, we may finally...

The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

, it is rather easy to coach any model. And the training process is at all times done with the seemingly same method fit. So we get used to this concept that training any...

The Product Health Rating: How I Reduced Critical Incidents by 35% with Unified Monitoring and n8n Automation

For SaaS (software as a service) corporations, monitoring and managing their product data is crucial. For individuals who fail to grasp this, by the point they notice an incident. Damage is already done. For...

Data Science in 2026: Is It Still Value It?

about switching to Data Science in 2026? If the reply is “yes,” this text is for you. I’m Sabrine. I even have spent the last 10 years working within the AI field across Europe—from big...

Why We’ve Been Optimizing the Incorrect Thing in LLMs for Years

Standard Large Language Models (LLMs) are trained on a straightforward objective: Next-Token Prediction (NTP). By maximizing the probability of the immediate subsequent token , given the previous context, models have achieved remarkable fluency and...

DeepSeek returns with an IMO-crushing AI

Good morning, AI enthusiasts. The large whale is back — this time with an open-source reasoner that hits gold-medal performance on certainly one of the world’s hardest math competitions.But the true story is what...

Water Cooler Small Talk, Ep. 10: So, What In regards to the AI Bubble?

is a special form of small talk, typically observed in office spaces around a water cooler. There, employees continuously share every kind of corporate gossip, myths, legends, inaccurate scientific opinions, indiscreet personal anecdotes,...

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