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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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An embedding is a lookup table, and everything else is how you fill it

An embedding is a lookup table, and everything else is how you fill it

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9 min read
decider: one forward pass, typed decisions, calibrated probabilities

decider: one forward pass, typed decisions, calibrated probabilities

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5 min read
SIMURG: A Guard That Catches LLM Hallucinations Mid-Stream and Heals Them

SIMURG: A Guard That Catches LLM Hallucinations Mid-Stream and Heals Them

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4 min read
Why GPU Availability Is Still the Biggest Bottleneck in ML Infra

Why GPU Availability Is Still the Biggest Bottleneck in ML Infra

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3 min read
From Wake Word Detection to Edge Intelligence: The Technical Potential of ESP32-S3 TensorFlow Lite Micro

From Wake Word Detection to Edge Intelligence: The Technical Potential of ESP32-S3 TensorFlow Lite Micro

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8 min read
Think smaller: why specialist SLMs beat frontier models in production

Think smaller: why specialist SLMs beat frontier models in production

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8 min read
Memory, not speed, is the hard part of running an LLM on a phone

Memory, not speed, is the hard part of running an LLM on a phone

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4 min read
Did canceling the agent stop the GPU job?

Did canceling the agent stop the GPU job?

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2 min read
Jev in Depth: Can It Reshape Agent Search?

Jev in Depth: Can It Reshape Agent Search?

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7 min read
Detection Accuracy Failing? 9 Troubleshooting Directions from Camera to Algorithm (Part 1: Hardware & Physical Layer)

Detection Accuracy Failing? 9 Troubleshooting Directions from Camera to Algorithm (Part 1: Hardware & Physical Layer)

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6 min read
Why I Built CartLens: An AI Receipt Scanner for Local Price Comparison

Why I Built CartLens: An AI Receipt Scanner for Local Price Comparison

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7 min read
Stochastic Parrot or Alien Mind? What Really Is An LLM?

Stochastic Parrot or Alien Mind? What Really Is An LLM?

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6 min read
GRPO: How Language Models Learn to Reason

GRPO: How Language Models Learn to Reason

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4 min read
What Is Retrieval-Augmented Generation (RAG)?

What Is Retrieval-Augmented Generation (RAG)?

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14 min read
I built a lead-intent pipeline on 1.75M posts/day for €10/day. It got 1 trial

I built a lead-intent pipeline on 1.75M posts/day for €10/day. It got 1 trial

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21 min read
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