Welcome to My Portfolio
An introduction to the portfolio website built with Next.js, TypeScript, Tailwind CSS, and a database-backed article workflow.
Automation needs a narrow first win
The best first AI workflow is usually a repeated task with a clear input, clear output, and a human approval step.
Welcome to My Portfolio
This is a sample blog post to demonstrate the portfolio functionality.
Worth a look
Phugialy Picks
Logitech G413 SE Full-Size Mechanical Gaming Keyboard - Black | Backlit, anti-ghosting, compatible with Windows and macOS, aluminum material
Screen Mom Screen Cleaner Spray (16oz)
We'd buy this if: You've been wiping your monitor with your shirt sleeve.
We'd skip this if: You already have a cleaning routine sorted.
Anker USB-C to USB-C 60W Fast Charging Cable (2-Pack)
We'd buy this if: You need a reliable spare charging cable that won't fray in a month.
We'd skip this if: You already have enough cables lying around.
Some Phugialy Picks use affiliate links. If you buy through one, Phugialy may earn a commission. It doesn't change what we recommend. Full disclosure →
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AI Tutors Work Only If Students Use Them: Trial
A two-year trial across 18 middle schools found Khan Academy's AI tutor raised math scores modestly - but here's the catch: the gains looked just like those from practice without any AI at all. The real story isn't whether AI tutoring works; it's that 96% of students tried it and almost none used it when they actually needed help.
Read this noteSame lane, different angle
Spectral Attacks Reveal a Hidden Weak Spot in Vision-Language Models
Researchers found a way to attack vision-language models using the model's own internal geometry — aligning representations with the subspaces the model cares about least. It beats existing baselines, and the same insight could make these models tougher.
SPEAR Turns Any Unreal Project Into an Embodied AI Simulator
A new open-source library exposes over 14,000 Unreal Engine functions to Python at no wrapper cost — turning any UE project into candidate training infrastructure for embodied AI at 73 fps photorealistic rendering.