📌 Exploring TabPFN: A Foundation Model Built for Tabular Data

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-12-27 | ⏱️ Read time: 11 min read

Understanding the architecture, training pipeline and implementing TabPFN in practice

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📌 How IntelliNode Automates Complex Workflows with Vibe Agents

🗂 Category: AGENTIC AI

🕒 Date: 2025-12-27 | ⏱️ Read time: 6 min read

Many AI systems focus on isolated tasks or simple prompt engineering. This approach allowed us…

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📌 Hugging Face Transformers in Action: Learning How To Leverage AI for NLP

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-12-28 | ⏱️ Read time: 9 min read

A practical guide to Hugging Face Transformers and to how you can analyze your resumé…

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📌 Breaking the Hardware Barrier: Software FP8 for Older GPUs

🗂 Category: DEEP LEARNING

🕒 Date: 2025-12-28 | ⏱️ Read time: 8 min read

Deep learning workloads are increasingly memory-bound, with GPU cores sitting idle while waiting for data…

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📌 How to Facilitate Effective AI Programming

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-12-29 | ⏱️ Read time: 7 min read

How to ensure your coding agent has the same context as you

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📌 Machine Learning vs AI Engineer: What Are the Differences?

🗂 Category: CAREER ADVICE

🕒 Date: 2025-12-29 | ⏱️ Read time: 7 min read

One of the most confusing questions in tech right now is: What is the difference…

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📌 Implementing Vibe Proving with Reinforcement Learning

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-12-29 | ⏱️ Read time: 9 min read

How to make LLMs reason with verifiable, step-by-step logic (Part 2)

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📌 Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

🗂 Category: ROBOTICS

🕒 Date: 2025-12-30 | ⏱️ Read time: 17 min read

With some hints for good numerics

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📌 The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-12-30 | ⏱️ Read time: 8 min read

AUC measures how well a model ranks positives above negatives, independent of any chosen threshold.

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📌 Agents Under the Curve (AUC)

🗂 Category: AGENTIC AI

🕒 Date: 2025-12-30 | ⏱️ Read time: 15 min read

Towards understanding if your agentic solution is actually better

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