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⚡ AI Lessons

Dev.to · connerlambden
📐 ML Fundamentals
⚡ AI Lesson
1w ago
I graded my own ML option forecasts. Here's the Brier score.
In May I promised — out loud, on the internet, where people can screenshot you — that I'd grade...

Dev.to · connerlambden
⚡ AI Lesson
1w ago
An IRT-shaped practice score is not an IQ test
IntelligenceMax updates a learner estimate after every answer and displays it on the familiar IQ...

Dev.to · connerlambden
🛡️ AI Safety & Ethics
⚡ AI Lesson
1w ago
Five litmus tests for “this will raise your intelligence” claims
Five litmus tests for “this will raise your intelligence” claims A pocket BS detector for...

Dev.to · connerlambden
📐 ML Fundamentals
⚡ AI Lesson
2w ago
I graded my own ML option forecasts. Here's the Brier score.
In May I published a 40-line recipe that logs Helium's prob_itm on listed options and grades them at...

Dev.to · connerlambden
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Fear-coding in 160 news sources correlates +0.85 with political extremism — and only -0.08 with political direction
An empirical data-journalism analysis of 160 news sources using a free MCP / REST API that returns 37 bias dimensions per source. The headline finding is that f

Dev.to · connerlambden
📐 ML Fundamentals
⚡ AI Lesson
1mo ago
How to Brier-grade your own ML option-pricing forecasts in 40 lines of Python
A walkthrough of one recipe from a new open-source cookbook for the Helium MCP REST surface. Log a model's prob_itm forecast today, append the realized outcome

Dev.to · connerlambden
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
MCP servers are just REST APIs in a polite wrapper - here's 5 lines of Python
If you've been watching the MCP (Model Context Protocol) ecosystem from the sidelines, here's a...
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