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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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How to Secure AI Agents in Production: What MCP Gets Right (and What It Doesn’t)

The lethal trifecta of agent risk

How to Secure AI Agents in Production: What MCP Gets Right (and What It Doesn’t)

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8 min read
I trained a neural network to find exoplanets. Here's what actually worked.

I trained a neural network to find exoplanets. Here's what actually worked.

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2 min read
Multi-Model LLM Routing: Why I Send 76% to Groq

Multi-Model LLM Routing: Why I Send 76% to Groq

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6 min read
Counterintuitive: WSL2 + vllm cannot fit Qwen2.5-7B-1M on 6GB VRAM where Windows transformers can

Counterintuitive: WSL2 + vllm cannot fit Qwen2.5-7B-1M on 6GB VRAM where Windows transformers can

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2 min read
Running a Personal AI Assistant for $0 - Part 1 - Architecture

OpenClaw Challenge Submission 🦞

Running a Personal AI Assistant for $0 - Part 1 - Architecture

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5 min read
RightLayout: Shipping a Mac AI Tool, Then Letting Go

RightLayout: Shipping a Mac AI Tool, Then Letting Go

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5 min read
Matching frontier LLMs at 22 lower latency: a 184M-parameter intent classifier for healthcare text

Matching frontier LLMs at 22 lower latency: a 184M-parameter intent classifier for healthcare text

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9 min read
Knowing When Your LLM Is Wrong: A Field Guide for Agentic Systems

Knowing When Your LLM Is Wrong: A Field Guide for Agentic Systems

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17 min read
I Thought I Was Maintaining Memory. I Was Actually Maintaining Attention.

I Thought I Was Maintaining Memory. I Was Actually Maintaining Attention.

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3 min read
Lorem Ipsum Makes LLMs Smarter. No, Seriously.

Lorem Ipsum Makes LLMs Smarter. No, Seriously.

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4 min read
MCP Shows What the Agent Did. eBPF Shows Why the GPU Stalled.

MCP Shows What the Agent Did. eBPF Shows Why the GPU Stalled.

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7 min read
How I Found Machine Failure Patterns in Industrial Sensor Data — Predictive Maintenance EDA

How I Found Machine Failure Patterns in Industrial Sensor Data — Predictive Maintenance EDA

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3 min read
Векторы, размерности и пространства признаков

Векторы, размерности и пространства признаков

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3 min read
TokenSpeed and the Quiet Race to Make LLM Inference Boring

TokenSpeed and the Quiet Race to Make LLM Inference Boring

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5 min read
Error Handling Patterns for Python AI Pipelines: What to Catch, What to Retry, and What to Alert On

Error Handling Patterns for Python AI Pipelines: What to Catch, What to Retry, and What to Alert On

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8 min read
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