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Agentic AI from First Principles: Reflection

Agentic AI from First Principles: Reflection
says that “any sufficiently advanced technology is indistinguishable from magic”. That’s exactly how a lot of today’s AI frameworks feel. ...
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When Transformers Sing: Adapting SpectralKD for Text-Based Knowledge Distillation

When Transformers Sing: Adapting SpectralKD for Text-Based Knowledge Distillation
While working on my Knowledge Distillation problem for intent classification, I faced a puzzling roadblock. My setup involved a teacher ...
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How to Build An AI Agent with Function Calling and GPT-5

How to Build An AI Agent with Function Calling and GPT-5
and Large Language Models (LLMs) Large language models (LLMs) are advanced AI systems built on deep neural network such as transformers ...
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Stop Feeling Lost :  How to Master ML System Design

Stop Feeling Lost :  How to Master ML System Design
data scientist or ML engineer, learning machine learning system design is one of the most essential skills you need to ...
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The AI Industry’s Scaling Obsession Is Headed for a Cliff

The AI Industry’s Scaling Obsession Is Headed for a Cliff
A new study from MIT suggests the biggest and most computationally intensive AI models may soon offer diminishing returns compared ...
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Building a Command-Line Quiz Application in R

Building a Command-Line Quiz Application in R
I science journey a couple of years back, and I realized that most of the experiences I gained tended to ...
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How the Rise of Tabular Foundation Models Is Reshaping Data Science

How the Rise of Tabular Foundation Models Is Reshaping Data Science
Tabular Data! Recent advances in AI—ranging from systems capable of holding coherent conversations to those generating realistic video sequences—are largely ...
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Meta Tells Its Metaverse Workers to Use AI to ‘Go 5X Faster’

Meta Tells Its Metaverse Workers to Use AI to ‘Go 5X Faster’
A Meta executive in charge of building the company’s metaverse products told employees that they should be using AI to ...
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How to Perform Effective Agentic Context Engineering

How to Perform Effective Agentic Context Engineering
has received serious attention with the rise of LLMs capable of handling complex tasks. Initially, most discussions on this talk ...
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How to Build a Powerful Deep Research System

How to Build a Powerful Deep Research System
is a popular feature you can activate in apps such as ChatGPT and Google Gemini. It allows users to ask ...
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