Deep Dives

Google’s Latest AI System Outperforms Physicians in Complex Diagnoses

going to the doctor with a baffling set of symptoms. Getting the proper diagnosis quickly is crucial, but sometimes even experienced physicians face challenges piecing together the puzzle. Sometimes it won't be something...

An LLM-Based Workflow for Automated Tabular Data Validation 

is an element of a series of articles on automating data cleansing for any tabular dataset: You'll be able to test the feature described in this text on your personal dataset using the CleanMyExcel.io...

Learnings from a Machine Learning Engineer — Part 6: The Human Side

In my , I even have spent lots of time talking concerning the technical points of an Image Classification problem from data collection, model evaluation, performance optimization, and an in depth have a look at model training. These elements require a...

Deb8flow: Orchestrating Autonomous AI Debates with LangGraph and GPT-4o

I’ve been fascinated by debates—the strategic framing, the sharp retorts, and the rigorously timed comebacks. Debates aren’t just entertaining; they’re structured battles of ideas, driven by logic and evidence. Recently, I began wondering:...

Let’s Call a Spade a Spade: RDF and LPG — Cousins Who Should Learn to Live Together

In years, there was a proliferation of articles, LinkedIn posts, and marketing materials presenting graph data models from different perspectives. This text will refrain from discussing specific products and as a substitute focus...

Kernel Case Study: Flash Attention

mechanism is on the core of recent day transformers. But scaling the context window of those transformers was a significant challenge, and it still is despite the fact that we're within the era...

Are We Watching More Ads Than Content? Analyzing YouTube Sponsor Data

not the one one that feels that YouTube sponsor segments have develop into longer and more frequent recently. Sometimes, I watch videos that appear to be attempting to sell me something every couple...

Agentic GraphRAG for Business Contracts

, legal contracts are foundational documents that outline the relationships, obligations, and responsibilities between parties. Whether it’s a partnership agreement, an NDA, or a supplier contract, these documents often contain critical information that drives...

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