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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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Five things that caught my attention this week in AI tools and open-source models

Five things that caught my attention this week in AI tools and open-source models

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4 min read
A Jailbroken Claude Code Breached Nine Government Agencies. Here's What That Actually Means.

A Jailbroken Claude Code Breached Nine Government Agencies. Here's What That Actually Means.

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3 min read
What’s actually missing in most AI stacks

What’s actually missing in most AI stacks

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3 min read
How AI Coding Agents Finally Got Good: RLVR, Targeted Textual Feedback & the Engineering Behind the 2025 Inflection Point

How AI Coding Agents Finally Got Good: RLVR, Targeted Textual Feedback & the Engineering Behind the 2025 Inflection Point

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15 min read
I Didn't Trust the AI Memory Until I Built This

I Didn't Trust the AI Memory Until I Built This

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14 min read
I Benchmarked 11 AI Models on Terraform Compliance. My Default Was Wrong.

I Benchmarked 11 AI Models on Terraform Compliance. My Default Was Wrong.

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3 min read
What Happens To Your Architecture When Clients Expect 24/7 AI Availability

What Happens To Your Architecture When Clients Expect 24/7 AI Availability

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3 min read
Gemini 3.5 Flash, Claude Design, & LLM Source Reliability Insights

Gemini 3.5 Flash, Claude Design, & LLM Source Reliability Insights

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3 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
"The Bug That Forced Us to Add Agent Memory"

"The Bug That Forced Us to Add Agent Memory"

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16 min read
Generative AI Explained: What It Is and Why It Matters

Generative AI Explained: What It Is and Why It Matters

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3 min read
When Software Started Writing Software: A Developer’s History of AI

Blending strict logic with pattern matching

When Software Started Writing Software: A Developer’s History of AI

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8 min read
Why your diffusion model is slow at batch size 1 (and what actually helps)

Why your diffusion model is slow at batch size 1 (and what actually helps)

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4 min read
ML System Development and Redundancy: Stop Rebuilding the Wheel

ML System Development and Redundancy: Stop Rebuilding the Wheel

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5 min read
"How We Stopped Infinite Agent Loops"

"How We Stopped Infinite Agent Loops"

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16 min read
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