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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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Building Tri-Fort: Why We Abandoned Pure Machine Learning and Built a Construction Intelligence Engine Instead

Building Tri-Fort: Why We Abandoned Pure Machine Learning and Built a Construction Intelligence Engine Instead

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5 min read
We Built Stateful Music Sessions With Hindsight How cascadeflow Helped Us Isolate Generation Failures

We Built Stateful Music Sessions With Hindsight How cascadeflow Helped Us Isolate Generation Failures

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6 min read
Speculative decoding shifted our output distribution and evals missed it

Speculative decoding shifted our output distribution and evals missed it

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4 min read
BĂątir un SystĂšme de Maintenance PrĂ©dictive : De l’IoT Industriel Ă  l’Analyse Vectorielle đŸ­đŸ€–

BĂątir un SystĂšme de Maintenance PrĂ©dictive : De l’IoT Industriel Ă  l’Analyse Vectorielle đŸ­đŸ€–

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3 min read
I Gave My AI Agent a Conscience and a Council

I Gave My AI Agent a Conscience and a Council

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5 min read
Lessons from Building an AI Video Cleanup Tool

Lessons from Building an AI Video Cleanup Tool

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4 min read
Three LangGraph Rewrites: What Stateful Agents Actually Cost in Production

Three LangGraph Rewrites: What Stateful Agents Actually Cost in Production

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8 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
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
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
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
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
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