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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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I Gave 15 AI Models Proof Their Hacking Target Was a Real Company. 73% of the Ones That Noticed Told No One.

Kaggle Benchmarking Challenge Submission

I Gave 15 AI Models Proof Their Hacking Target Was a Real Company. 73% of the Ones That Noticed Told No One.

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Picked as gem Comments 39
44 min read
What Actually Happens During Speculative Decoding in LLMs

What Actually Happens During Speculative Decoding in LLMs

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8 min read
Can Jev predict Bitcoin? It read the indicators backwards

Can Jev predict Bitcoin? It read the indicators backwards

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7 min read
The Math an Applied AI Engineer Actually Uses in an Evaluation Loop

The Math an Applied AI Engineer Actually Uses in an Evaluation Loop

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5 min read
Training a neural network on the GPU in pure PHP (and what kernel fusion did for it)

Training a neural network on the GPU in pure PHP (and what kernel fusion did for it)

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3 min read
Stop Asking Your Agent to Be Smart. Demand That It Be Predictable.

Stop Asking Your Agent to Be Smart. Demand That It Be Predictable.

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4 min read
Neural Networks, its Inspiration and Various Components.

Neural Networks, its Inspiration and Various Components.

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4 min read
FP16 Quantization Made Our In-Browser Real-ESRGAN 4.8x Faster — and Nearly Destroyed Our Inpainting Model

FP16 Quantization Made Our In-Browser Real-ESRGAN 4.8x Faster — and Nearly Destroyed Our Inpainting Model

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6 min read
AgentGuardBench: A Multilingual Security Benchmark for Responsible AI Agents

AgentGuardBench: A Multilingual Security Benchmark for Responsible AI Agents

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4 min read
DEV-core: Why Your AI Agent Lies, Evades, and Repeats Mistakes — And How to Fix It

DEV-core: Why Your AI Agent Lies, Evades, and Repeats Mistakes — And How to Fix It

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3 min read
Using Scikit-learn Pipelines. A Titanic Walkthrough

Using Scikit-learn Pipelines. A Titanic Walkthrough

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4 min read
Is the most expensive AI the smartest? 23 LLMs, capability vs API price (Oct 2026)

Is the most expensive AI the smartest? 23 LLMs, capability vs API price (Oct 2026)

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3 min read
When hype stops, practitioners build for reproducibility and governance

When hype stops, practitioners build for reproducibility and governance

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4 min read
One-Hot Encoding, Bag of Words > (BoW), TF-IDF, Unigram, Bigram, Trigram and N-Gram

One-Hot Encoding, Bag of Words > (BoW), TF-IDF, Unigram, Bigram, Trigram and N-Gram

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10 min read
Hands-On With Fine-Tuning: Adapting a 0.5B Model for Emergency Survival Guidance

Hands-On With Fine-Tuning: Adapting a 0.5B Model for Emergency Survival Guidance

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6 min read
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