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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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My Release Gate Passed. The Model It Shipped Answered 'Neutral' To Everything.

My Release Gate Passed. The Model It Shipped Answered 'Neutral' To Everything.

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Comments 2
6 min read
From API to GPU, Week 2: What Actually Happens Behind the API

From API to GPU, Week 2: What Actually Happens Behind the API

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29 min read
7 Checks Before You Trust an LLM Planner Experiment

7 Checks Before You Trust an LLM Planner Experiment

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7 min read
DAY 01 OF MACHINE LEARNING JOURNEY

DAY 01 OF MACHINE LEARNING JOURNEY

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1 min read
Three Crashes and One Mystery: Deploying a Medical AI Model Offline for Four Nigerian Languages

Three Crashes and One Mystery: Deploying a Medical AI Model Offline for Four Nigerian Languages

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5 min read
The Convergence of Linguistic Mimicry and Reward Optimization: An Analysis of the Mechanisms of Defensive Behavior in Large Language Models

The Convergence of Linguistic Mimicry and Reward Optimization: An Analysis of the Mechanisms of Defensive Behavior in Large Language Models

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3 min read
Meeting Latency Budgets in Real-Time Vision Systems

Meeting Latency Budgets in Real-Time Vision Systems

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4 min read
A 110M-Parameter Model Instead of an LLM? Testing Japanese NLI Cross-Encoders on Real Conversation Logs

A 110M-Parameter Model Instead of an LLM? Testing Japanese NLI Cross-Encoders on Real Conversation Logs

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5 min read
Why LLMs Hallucinate, Explained Simply — and How to Actually Stop It

Why LLMs Hallucinate, Explained Simply — and How to Actually Stop It

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10 min read
I Built a Deep Learning Framework from Scratch in C++ and CUDA (And Beat PyTorch's Speed Multiple Run)

I Built a Deep Learning Framework from Scratch in C++ and CUDA (And Beat PyTorch's Speed Multiple Run)

Comments 1
3 min read
The Feedback Dilemma: Your Agent's Memory Learns Most From a Signal It Almost Never Sends

The Feedback Dilemma: Your Agent's Memory Learns Most From a Signal It Almost Never Sends

Comments 7
6 min read
How Vector Databases Search a Million Vectors Without Checking a Million

How Vector Databases Search a Million Vectors Without Checking a Million

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4 min read
Building Predictive Maintenance Systems for Aircraft Using Machine Learning

Building Predictive Maintenance Systems for Aircraft Using Machine Learning

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2 min read
We built a benchmark, then caught it strangling the models it was grading

We built a benchmark, then caught it strangling the models it was grading

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4 min read
Building LLMSlim: Architecture Deep-Dive into Deterministic Prompt Compression

Building LLMSlim: Architecture Deep-Dive into Deterministic Prompt Compression

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5 min read
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