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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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Do LLMs Catch Bad Startup Math? My First Answer Was Wrong.

Kaggle Benchmarking Challenge Submission

Do LLMs Catch Bad Startup Math? My First Answer Was Wrong.

Comments 7
5 min read
DSPy 2.6: Compilação Declarativa de Prompts com MIPRO

DSPy 2.6: Compilação Declarativa de Prompts com MIPRO

Comments 1
13 min read
Claude Code CLI e a Revolução dos Agentes de Terminal: MCP

Claude Code CLI e a Revolução dos Agentes de Terminal: MCP

Comments 1
12 min read
BitNet b1.58 e Modelos Ternários: Inferência em CPU Comercial

BitNet b1.58 e Modelos Ternários: Inferência em CPU Comercial

Comments 1
12 min read
AI reviewers catch Italian UI bugs, then flag the good fixes too

Kaggle Benchmarking Challenge Submission

AI reviewers catch Italian UI bugs, then flag the good fixes too

Comments 1
5 min read
Three things that broke when I moved AI image models into the browser

Three things that broke when I moved AI image models into the browser

Comments 2
3 min read
Machine Learning Security Training for Government Agencies

Machine Learning Security Training for Government Agencies

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5 min read
Fine-Tuning IBM Granite 4.1 8B for Banking-Specific AI Guardrails

Fine-Tuning IBM Granite 4.1 8B for Banking-Specific AI Guardrails

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5 min read
Moving Your Local Airflow to GCP for under $150 a month

Moving Your Local Airflow to GCP for under $150 a month

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Comments 4
7 min read
Beyond the Demo: Engineering Real-World Speech AI, Dynamic RAG, and Async Pipelines

Beyond the Demo: Engineering Real-World Speech AI, Dynamic RAG, and Async Pipelines

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3 min read
Unsupervised Learning: How Machines Discover Hidden Patterns in Data

Unsupervised Learning: How Machines Discover Hidden Patterns in Data

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4 min read
AI Agents vs. Agentic AI: Moving from Task-Execution to Autonomous Reasoning

AI Agents vs. Agentic AI: Moving from Task-Execution to Autonomous Reasoning

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2 min read
Flip Rate Lies When the Model Saturates: A Confidence-Stratified Methodology for Deletion-Based XAI Evaluation

Flip Rate Lies When the Model Saturates: A Confidence-Stratified Methodology for Deletion-Based XAI Evaluation

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6 min read
Agent Memory Is Not "Vector Search Pasted Back Into the Prompt"

Agent Memory Is Not "Vector Search Pasted Back Into the Prompt"

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4 min read
Your Prompt Didn't Change. Your Model Did. Now What?

Your Prompt Didn't Change. Your Model Did. Now What?

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5 min read
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