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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 Ran Five Small Multimodal Models on a Jetson. The Fastest One Was Not the Best Baseline.

I Ran Five Small Multimodal Models on a Jetson. The Fastest One Was Not the Best Baseline.

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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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4 min read
How Much Does It Actually Cost to Run a Local LLM? (€ per Million Tokens, Measured)

How Much Does It Actually Cost to Run a Local LLM? (€ per Million Tokens, Measured)

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2 min read
Top 10 Prompt Engineering Concepts Every AI Developer Should Master in 2026 !🚀

Top 10 Prompt Engineering Concepts Every AI Developer Should Master in 2026 !🚀

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1 min read
I put 6 LLM guardrail tools inline and measured what they cost me. Here is the latency-vs-recall tradeoff.

I put 6 LLM guardrail tools inline and measured what they cost me. Here is the latency-vs-recall tradeoff.

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3 min read
Introducing DRM Language Emitter: Language Generation as Motion Through Learned Geometry

Introducing DRM Language Emitter: Language Generation as Motion Through Learned Geometry

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6 min read
AI vs ML vs Deep Learning vs Generative AI: the map that finally makes it click

AI vs ML vs Deep Learning vs Generative AI: the map that finally makes it click

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2 min read
What GLM-5.2 Changes for Long-Horizon Coding

What GLM-5.2 Changes for Long-Horizon Coding

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4 min read
We stopped writing eval cases by hand. Now every prod incident becomes one.

We stopped writing eval cases by hand. Now every prod incident becomes one.

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2 min read
AI as Cognitive Infrastructure

AI as Cognitive Infrastructure

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19 min read
Streamlining MLOps: Model Deployment with MLflow

Streamlining MLOps: Model Deployment with MLflow

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2 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
Agentic RAG: Designing Self-Correcting Retrieval Loops for Production

Agentic RAG: Designing Self-Correcting Retrieval Loops for Production

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3 min read
GitHub Copilot App, GLM-5.2 Benchmark, & AI Agent Identity Patterns

GitHub Copilot App, GLM-5.2 Benchmark, & AI Agent Identity Patterns

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4 min read
Keeping a client's VLM inference inside the EU with a self-hosted-first gateway

Keeping a client's VLM inference inside the EU with a self-hosted-first gateway

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4 min read
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