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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 built a local AI memory gate on a CPU, and my 7B model scored worse than my 1.5B model because it was too smart

I built a local AI memory gate on a CPU, and my 7B model scored worse than my 1.5B model because it was too smart

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2 min read
What I Learned from Inference Engineering Chapters 0 and 1

What I Learned from Inference Engineering Chapters 0 and 1

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3 min read
Why Multi-Head Attention Needs Position, Residuals, and Normalization

Why Multi-Head Attention Needs Position, Residuals, and Normalization

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5 min read
Agentic AI Orchestration: The Architecture Patterns That Actually Work at Scale

Agentic AI Orchestration: The Architecture Patterns That Actually Work at Scale

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9 min read
RAG Architecture in Production: The Decisions That Actually Determine Quality

RAG Architecture in Production: The Decisions That Actually Determine Quality

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9 min read
AI is opening up and locking down at the same time

AI is opening up and locking down at the same time

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3 min read
The Auto-DJ Case Files: Building a Self-Learning Music Brain From Your YouTube Habit

The Auto-DJ Case Files: Building a Self-Learning Music Brain From Your YouTube Habit

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39 min read
Agent Leaderboards Mislead Under Distribution Shift (IBM): Predictive Validity

Agent Leaderboards Mislead Under Distribution Shift (IBM): Predictive Validity

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7 min read
When AI Agents Start Working Together: Three Challenges No One Talks About

When AI Agents Start Working Together: Three Challenges No One Talks About

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5 min read
Understanding Statistical Distributions and Their Impact on Data Science

Understanding Statistical Distributions and Their Impact on Data Science

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4 min read
We built the benchmark we'd want any AI estimation vendor to pass. Then we failed it.

We built the benchmark we'd want any AI estimation vendor to pass. Then we failed it.

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8 min read
Token Factory: Understanding the pipeline

Token Factory: Understanding the pipeline

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4 min read
Building agents that track a hypothesis and alert when the evidence changes

Building agents that track a hypothesis and alert when the evidence changes

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4 min read
Snowflake is Bringing the AI Factory to Your Data Warehouse

Snowflake is Bringing the AI Factory to Your Data Warehouse

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2 min read
FutureX · Physical AI Daily — Issue 36 (06/23)

FutureX · Physical AI Daily — Issue 36 (06/23)

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14 min read
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