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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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Running a 180B-Parameter MoE Model on a Gaming Laptop: VIDRAFT's POCKET-Darwin-180B-GGUF

Running a 180B-Parameter MoE Model on a Gaming Laptop: VIDRAFT's POCKET-Darwin-180B-GGUF

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4 min read
Introducing Reflex-1

Introducing Reflex-1

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1 min read
Building GxP-Compliant MLOps Pipelines for Pharmaceutical Data Engineering

Building GxP-Compliant MLOps Pipelines for Pharmaceutical Data Engineering

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3 min read
Can an AI catch the catch? I benchmarked 14 models on bounty fine print

Kaggle Benchmarking Challenge Submission

Can an AI catch the catch? I benchmarked 14 models on bounty fine print

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6 min read
A small human-review rubric for grounded AI answers

A small human-review rubric for grounded AI answers

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2 min read
The World's Most Analyzed Dataset (and the Custody Chain Nobody Maintained)

The World's Most Analyzed Dataset (and the Custody Chain Nobody Maintained)

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3 min read
My AI agents didn't fake citations. One in four still didn't hold.

Kaggle Benchmarking Challenge Submission

My AI agents didn't fake citations. One in four still didn't hold.

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11 min read
I Ran the Zombie Match Cut on 4 Video Models: Frame Timing and Cut Placement

I Ran the Zombie Match Cut on 4 Video Models: Frame Timing and Cut Placement

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7 min read
Routing support tickets with a promise on the errors (and what happens when a new kind of ticket shows up)

Routing support tickets with a promise on the errors (and what happens when a new kind of ticket shows up)

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8 min read
Context engineering vs prompt engineering

Context engineering vs prompt engineering

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3 min read
"The Gene Went Up. Could AI Tell What We Actually Know?"

Kaggle Benchmarking Challenge Submission

"The Gene Went Up. Could AI Tell What We Actually Know?"

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9 min read
Model selection is an architecture decision

Model selection is an architecture decision

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2 min read
AI's Blind Spot for African Biodiversity

Kaggle Benchmarking Challenge Submission

AI's Blind Spot for African Biodiversity

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2 min read
How Model-Level RSI Works: Darwin-180B-RSI Learns From Problems It Can Check, Not From Human Answers

How Model-Level RSI Works: Darwin-180B-RSI Learns From Problems It Can Check, Not From Human Answers

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6 min read
Beyond Prompting: How SoL-Pi Scaled Auto-Research Loops to Discover a 45% More Token-Efficient…

Beyond Prompting: How SoL-Pi Scaled Auto-Research Loops to Discover a 45% More Token-Efficient…

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7 min read
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