Medium

Clemence Ayekple

Clemence Ayekple

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1h ago

Your Animation Is Making Someone Dizzy

Some of your visitors have already asked their device for less motion. Here’s how to hear them with prefers-reduced-motion, and what WCAG…

Cover for Day 22 of 30 in Accessible by Default: “Your Animation Is Making Someone Dizzy”. An amber dot leaves a fading motion trail and stops next to a pause symbol.

Clemence Ayekple

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2h ago

How to Build a Data Science Portfolio That Gets Noticed

Three to five real projects, presented so people actually read them

How to Build a Data Science Portfolio That Gets Noticed

Clemence Ayekple

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1d ago

Muted, Blind or Deaf: Can Everyone Still Get Your Video?

Captions, transcripts and audio description: what each one does, which ones WCAG requires, and how to add them to a video on your own site.

Day 21 of 30, Accessible by Default: “Muted, Blind or Deaf: Can Everyone Still Get Your Video?” A video player with a CC button and a caption bar reading “[Upbeat music]”, next to a speaker icon with sound waves.

Clemence Ayekple

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1d ago

Squash the Belt into One Box: How reduce Turns an Array into a Single Value

The mental model

Squash the Belt into One Box: How reduce Turns an Array into a Single Value

Clemence Ayekple

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1d ago

Worse Together: Why One AI Agent per User Breaks Down on Shared Resources

The default vision of agentic AI is that everyone gets a personal agent. Anthropic’s newest alignment study tested that vision on shared…

Worse Together: Why One AI Agent per User Breaks Down on Shared Resources

Clemence Ayekple

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1d ago

From Analysis to Prediction

Where data science meets machine learning, with one worked example

From Analysis to Prediction

Clemence Ayekple

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3d ago

Swap the Card, Change the Job: How Callbacks Tell a Function What to Do

The mental model

Swap the Card, Change the Job: How Callbacks Tell a Function What to Do

Clemence Ayekple

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3d ago

Seven Neurons, One Backdoor: Microsoft’s Lazarus Shows Model Weights Need a Supply Chain

Edit seven neurons in a downloaded checkpoint, and an 8B coding agent will execute an attacker’s command on cue nearly every time. No…

Seven Neurons, One Backdoor: Microsoft’s Lazarus Shows Model Weights Need a Supply Chain

Clemence Ayekple

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3d ago

LifeVal Is a Survey. Read It Like One.

OpenAI’s new everyday-task benchmark is a welcome step away from trivia-style evals. But once you build a benchmark from population data…

LifeVal Is a Survey. Read It Like One.

Clemence Ayekple

·

3d ago

Your Table Is Just a Grid of Boxes Until You Give It Headers

How to mark up data tables so screen reader users hear “Monday, 13:00” and not just “MATH 205”.

Your Table Is Just a Grid of Boxes Until You Give It Headers

Clemence Ayekple

Clemence Ayekple

Assistant Systems Analyst at the University of Cape Coast | MSc Computer Science | Making ML beginner-friendly and the web accessible to everyone.

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