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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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Building an Agentic RAG AI Agent with FAISS, BM25 and Qwen

Building an Agentic RAG AI Agent with FAISS, BM25 and Qwen

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4 min read
The State of Conversational AI in 2026, measured

The State of Conversational AI in 2026, measured

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3 min read
Fast Classification Models, LLMs, and the Apache Iceberg Lakehouse

Fast Classification Models, LLMs, and the Apache Iceberg Lakehouse

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29 min read
The SOC Is Changing: From Alert Triage to AI-Native Security Operations

The SOC Is Changing: From Alert Triage to AI-Native Security Operations

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5 min read
Agent Memory in Production: Mem0 vs Zep vs LangChain Memory vs Redis DIY

Agent Memory in Production: Mem0 vs Zep vs LangChain Memory vs Redis DIY

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4 min read
Running a 180B-Parameter LLM on a Laptop Without a GPU: VIDRAFT's POCKET-Darwin-180B

Running a 180B-Parameter LLM on a Laptop Without a GPU: VIDRAFT's POCKET-Darwin-180B

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4 min read
Three Bake-offs to Find a Voice Cloning Engine That Runs Entirely on a MacBook

Three Bake-offs to Find a Voice Cloning Engine That Runs Entirely on a MacBook

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6 min read
Forward Deployed AI Engineer: The Role Enterprise AI Actually Needs

Forward Deployed AI Engineer: The Role Enterprise AI Actually Needs

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5 min read
U.S. sanctions against the A/I Collective

U.S. sanctions against the A/I Collective

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5 min read
I showed 30 AI models 336 monitoring dashboards. Most of them can't tell time.

Kaggle Benchmarking Challenge Submission

I showed 30 AI models 336 monitoring dashboards. Most of them can't tell time.

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11 min read
Design, Optimization, and Deployment of a Hybrid Agentic Retrieval-Augmented Generation (Agentic-RAG) Architecture

Design, Optimization, and Deployment of a Hybrid Agentic Retrieval-Augmented Generation (Agentic-RAG) Architecture

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7 min read
I Gave My Personal AI the Right to Refuse. That's the Product.

I Gave My Personal AI the Right to Refuse. That's the Product.

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3 min read
It Quoted the Failure: Two Kinds of False 'Done'

Kaggle Benchmarking Challenge Submission

It Quoted the Failure: Two Kinds of False 'Done'

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15 min read
Under the Hood of Transformer Mechanics, Attention Math, and Memory Bottlenecks

Under the Hood of Transformer Mechanics, Attention Math, and Memory Bottlenecks

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5 min read
Your detector's threshold is a benign-only quantity

Your detector's threshold is a benign-only quantity

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4 min read
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