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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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Lessons from Building an AI Video Cleanup Tool

Lessons from Building an AI Video Cleanup Tool

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4 min read
Shared expert pool reduces parameters while maintaining performance

Shared expert pool reduces parameters while maintaining performance

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3 min read
RAG SOTA: I Tested 7 Pipelines and Built SEQUOIA (Open Source)

RAG SOTA: I Tested 7 Pipelines and Built SEQUOIA (Open Source)

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2 min read
Violence Detection in Video Files: Training AI to detect human-centric emotional responses

Violence Detection in Video Files: Training AI to detect human-centric emotional responses

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2 min read
# I Built a RAG System That Enforces Its Own Citations — And Blocks Its Own Merges

# I Built a RAG System That Enforces Its Own Citations — And Blocks Its Own Merges

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5 min read
Applied Scientist Skills Companies Want in 2026: A comprehensive analysis on 3,146 active postings

Applied Scientist Skills Companies Want in 2026: A comprehensive analysis on 3,146 active postings

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17 min read
DeepSeek or Qwen 3 Max? I Ran Both for a Month on Client Work

DeepSeek or Qwen 3 Max? I Ran Both for a Month on Client Work

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8 min read
Why we run two scoring tracks (LLM + Mediapipe) for our AI face-rating tool

Why we run two scoring tracks (LLM + Mediapipe) for our AI face-rating tool

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3 min read
Your bandit's exploration floor probably violates its own floor

Your bandit's exploration floor probably violates its own floor

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3 min read
A model with R-squared near 0 can still give valid 90% prediction intervals - here's why (and the catch)

A model with R-squared near 0 can still give valid 90% prediction intervals - here's why (and the catch)

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4 min read
From Breaking AI Filters to Dressing Real People: A Cross-Domain Creator Worth Watching

From Breaking AI Filters to Dressing Real People: A Cross-Domain Creator Worth Watching

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4 min read
Conformal prediction silently breaks under drift - and how to make it hold

Conformal prediction silently breaks under drift - and how to make it hold

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4 min read
Why Most AI Agents Fail in Production And the Architecture Patterns That Actually Work

Why Most AI Agents Fail in Production And the Architecture Patterns That Actually Work

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5 min read
AI Weekly — 2026-05-08 to 2026-05-15 | OpenAI the Consultant, Anthropic the Platform — Model Companies Pivot Collectively

AI Weekly — 2026-05-08 to 2026-05-15 | OpenAI the Consultant, Anthropic the Platform — Model Companies Pivot Collectively

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6 min read
Leakage in ML Pipelines: How to build a bulletproof preprocessing architecture

Leakage in ML Pipelines: How to build a bulletproof preprocessing architecture

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6 min read
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