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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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Week 3: Why I'm Learning 'Boring' ML Before Building with LLMs

Week 3: Why I'm Learning 'Boring' ML Before Building with LLMs

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4 min read
Kaggle:Trying to Reproduce the 1st Place NeurIPS Polymer Prediction Solution (Scaled-Down Experiment)

Kaggle:Trying to Reproduce the 1st Place NeurIPS Polymer Prediction Solution (Scaled-Down Experiment)

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5 min read
I Built a Python Library to Measure Code's Carbon Footprint — Here's What I Learned

I Built a Python Library to Measure Code's Carbon Footprint — Here's What I Learned

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2 min read
I’m joining OpenAI

I’m joining OpenAI

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5 min read
How I optimized Andrej Karpathy's "autoresearch" for 2GB GPUs

How I optimized Andrej Karpathy's "autoresearch" for 2GB GPUs

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2 min read
Surviving 12GB VRAM : Autonomous Memory Management for Local QLoRA Fine Tuning

Surviving 12GB VRAM : Autonomous Memory Management for Local QLoRA Fine Tuning

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3 min read
From Pixels to Physicality ☃️: Engineering Olaf with Reinforcement ✨ Learning, Control Systems, and Illusion Design 🤖

From Pixels to Physicality ☃️: Engineering Olaf with Reinforcement ✨ Learning, Control Systems, and Illusion Design 🤖

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8 min read
Building an AI Coding Practice Mentor with Persistent Memory using Hindsight

Building an AI Coding Practice Mentor with Persistent Memory using Hindsight

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2 min read
Drift Artifact: A Method for Writing That Performs Its Own Argument

Drift Artifact: A Method for Writing That Performs Its Own Argument

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3 min read
Speaker Diarization: How AI Knows Who Said What

Speaker Diarization: How AI Knows Who Said What

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5 min read
Why Asking an LLM for JSON Isn’t Enough

Why Asking an LLM for JSON Isn’t Enough

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4 min read
They Built Your World. Now They're Being Told They're Obsolete.

They Built Your World. Now They're Being Told They're Obsolete.

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6 min read
I Built an Open-Source Immune System for LLMs That Detects Jailbreaks in 3ms — Here's What I Found Auditing Lakera Guard

I Built an Open-Source Immune System for LLMs That Detects Jailbreaks in 3ms — Here's What I Found Auditing Lakera Guard

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8 min read
Scaling i18n Beyond Lazy Loading: What Framework Comparisons Miss About Real-World Localization

Scaling i18n Beyond Lazy Loading: What Framework Comparisons Miss About Real-World Localization

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10 min read
Building a Video-to-Prompt Pipeline: Lessons from TubePrompter

Building a Video-to-Prompt Pipeline: Lessons from TubePrompter

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6 min read
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