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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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From Classroom to Cutting Edge: What Agentic AI and Deep Search Agents Taught Me

From Classroom to Cutting Edge: What Agentic AI and Deep Search Agents Taught Me

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2 min read
A Smaller KV Cache Did Not Make Transformers Faster

A Smaller KV Cache Did Not Make Transformers Faster

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6 min read
Fine-Tuning Large Language Models for Domain-Specific Applications

Fine-Tuning Large Language Models for Domain-Specific Applications

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3 min read
Your Ridge Parameter Is PageRank's Damping Factor (and Why BLAS Beats GPU for Mid-Sized KRR)

Your Ridge Parameter Is PageRank's Damping Factor (and Why BLAS Beats GPU for Mid-Sized KRR)

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6 min read
Deepfakes und KI-Desinformation: Was du wissen und tun solltest

Deepfakes und KI-Desinformation: Was du wissen und tun solltest

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5 min read
How CNNs Learn to See: A Beginner-Friendly Guide

How CNNs Learn to See: A Beginner-Friendly Guide

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2 min read
NLP Video Editing Copilot

NLP Video Editing Copilot

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1 min read
RAG Explained: How Retrieval-Augmented Generation Actually Works

RAG Explained: How Retrieval-Augmented Generation Actually Works

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2 min read
GOALS: Predicting Premier League Match Outcomes Through Position-Specific Player Performance

GOALS: Predicting Premier League Match Outcomes Through Position-Specific Player Performance

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8 min read
I Built a Prompt Injection Detector with 98% Recall on Unseen Attacks. Here's Why Data Beat Architecture.

I Built a Prompt Injection Detector with 98% Recall on Unseen Attacks. Here's Why Data Beat Architecture.

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3 min read
I Thought AI Actually Understood Language… I Was Wrong (Day 1)

I Thought AI Actually Understood Language… I Was Wrong (Day 1)

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1 min read
How We Built a Multi-Agent AI Documentation System (And What We Learned)

How We Built a Multi-Agent AI Documentation System (And What We Learned)

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4 min read
Running ASR for smart homes in the NPU of Intel processors

Running ASR for smart homes in the NPU of Intel processors

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12 min read
Anthropic's MCP Has a Design Flaw It Won't Fix. Here's What Developers Need to Do Now.

Anthropic's MCP Has a Design Flaw It Won't Fix. Here's What Developers Need to Do Now.

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3 min read
Why Tokens Per Joule Matters More Than Tokens Per Second

Why Tokens Per Joule Matters More Than Tokens Per Second

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6 min read
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