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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Why TF-IDF Still Works for AI Memory in 2026 (And When It Doesn't)

Why TF-IDF Still Works for AI Memory in 2026 (And When It Doesn't)

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2 min read
OpenAI Just Got "Swarmed": Kimi k2.5 and the Death of the Single Agent

OpenAI Just Got "Swarmed": Kimi k2.5 and the Death of the Single Agent

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3 min read
Prompting Is Not Engineering: Building Reliable LLM Production Systems with Control Layers

Prompting Is Not Engineering: Building Reliable LLM Production Systems with Control Layers

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2 min read
I Integrated AlphaFolder3 & AlphaGenome. It Looked Perfect. Then It Failed the "Honesty Test."

I Integrated AlphaFolder3 & AlphaGenome. It Looked Perfect. Then It Failed the "Honesty Test."

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6 min read
Hack Your Bio-Data: Predicting 2-Hour Glucose Trends with Transformers and PyTorch 🩸🚀

Hack Your Bio-Data: Predicting 2-Hour Glucose Trends with Transformers and PyTorch 🩸🚀

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4 min read
I Spent $400/Month on a Reranker That Made My RAG Worse

I Spent $400/Month on a Reranker That Made My RAG Worse

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5 min read
When a Model Finds a Bug in Cryptography, and a Cryptographer Learns New Mathematics from It

When a Model Finds a Bug in Cryptography, and a Cryptographer Learns New Mathematics from It

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8 min read
Vector Databases for Developers (With a Simple Python Example)

Vector Databases for Developers (With a Simple Python Example)

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5 min read
Partial Catchment Delineation for Inundation Modeling

Partial Catchment Delineation for Inundation Modeling

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9 min read
Git-Driven Kaggle: Manage Notebooks in GitHub, Auto-Deploy via Actions

Git-Driven Kaggle: Manage Notebooks in GitHub, Auto-Deploy via Actions

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3 min read
I Built Git for LLM Prompts — Here is What 332 Tests Taught Me

I Built Git for LLM Prompts — Here is What 332 Tests Taught Me

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3 min read
🩺Rapid Screening for Cardiovascular Risk: A High-Sensitivity Triage Approach

🩺Rapid Screening for Cardiovascular Risk: A High-Sensitivity Triage Approach

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2 min read
Building Production LLM Pipelines in Go: Lessons From the Field

Building Production LLM Pipelines in Go: Lessons From the Field

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5 min read
Part 1: Foundations - Why Memory Matters in AI

Part 1: Foundations - Why Memory Matters in AI

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5 min read
Deploying a Customer Lifetime Value (CLV) Prediction Model Using FastAPI

Deploying a Customer Lifetime Value (CLV) Prediction Model Using FastAPI

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4 min read
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