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⚡ AI Lessons

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
2w ago
AI Coding Dictionary in Detail
Understanding the Language Behind Modern AI Coding — Inspired by Matt Pocock’s AI Coding Dictionary Continue reading on Medium »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
3w ago
We audited the four AV-sync metrics everyone uses. They don’t agree.
If you work on video-to-audio or joint audio-video generation, you’ve probably reported at least one of these four numbers: AV-Align… Continue reading on Medium

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
The Day Your Mirror Starts Thinking —
Smart mirrors powered by AI could become one of the most personal computing devices in everyday life. Continue reading on Medium »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
The Car Does Not See One Present
How a “Heap of Nows” Could Help Self-Driving Vehicles Understand a World That Never Arrives All at Once Continue reading on Medium »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I Followed the AI Coding Advice Everyone Recommends. It Made Things Worse
Everyone has a starter template full of .md files, and almost none of that advice survives contact with the one research paper that… Continue reading on Towards

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
From Noise to Clarity: Building SEMamba for Speech Enhancement
Explore how STFT, MP-SENet, and Mamba turn noisy audio into clean speech — with a complete PyTorch implementation. Continue reading on Level Up Coding »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Best GPUs for Local AI in 2026: Budget to Flagship
This is Part 2 of my Local AI series. Part 1 covered mini PCs for local AI, and Part 3 walks through setting up Ollama once your hardware… Continue reading on M

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Uncertainty-Aware Attention for Clinical AI — IEEE AIC 2026 Paper Breakdown
Pneumonia is responsible for over 700,000 deaths per year in children under five. Deep learning models can match human accuracy on chest… Continue reading on Me

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Rotina Cognitiva Sustentável: Como evoluir em Python e IA sem Burnout
Um framework visual para aprender tecnologia com consistência, clareza e equilíbrio mental. Continue reading on Medium »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
RF-DETR CUDA (Part 2): Bilinear Sampling With Texture Objects
Part 1 of this series built an image preprocessing kernel where every output pixel maps to a predictable source location on a regular grid… Continue reading on

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Running NVIDIA Nemotron 3.5 ASR Locally with parakeet.cpp (and how it beat Whisper on my laptop)
I wanted offline speech-to-text on my Mac — no cloud, no API bills, no uploading private meeting audio anywhere. I ended up running… Continue reading on Medium

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Loop Engineering: The AI Skill Nobody’s Talking About Yet
Everyone's talking about prompt engineering. Continue reading on Medium »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Stop Writing Hand-Crafted Kernels: Build a JIT Compiler and Dynamic Codegen Instead
Over the last couple of weeks, I have been grinding away on a robotics communication framework in Zig. After finalizing the core for the… Continue reading on Me

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
5 Free Resources That Took Me from Zero to Building My First AI App
The only resources you need — and the order to use them Continue reading on Medium »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
How Dedicated NPUs are Redefining TinyML in 2026: The End of the “Dumb” Sensor
The cloud-tethered Internet of Things paradigm has officially crumbled due to its inherent structural inefficiencies, ushering in an era… Continue reading on Me

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
The Best Code Is the Code You Never Wrote: Meet Ponytail
You know the guy. Long ponytail, oval glasses, been at the company longer than the code itself. You show him fifty lines you’re proud of… Continue reading on Ja
Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Yapay Zeka Yazılımcıları Biterecek Mi?
Son yılların en çok tartışılan konularından biri şu: Yapay zeka yazılımcıları işsiz bırakacak mı? Continue reading on Medium »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
We built a real-time Pokémon TCG AR overlay for live streams and open-sourced everything
No chips, no special board. Just a webcam, a gaming PC, and open-source AI. Continue reading on Medium »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
The End of the Docker Bottleneck: How “Dockerless” is Revolutionizing AI Coding Agents
The new environment-free, multi-agent verifier that matches execution-based RL performance without running a single line of code. Continue reading on CodeToDepl

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Microsoft Open-Sourced Something It Wasn’t Supposed To, Then Deleted Everything
The strange case of FastContext, the Microsoft coding-agent tool that cut tokens by 60% before it quietly vanished online. Continue reading on Towards Deep Lear

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Prompting, RAG, Fine-Tuning, ICL
Most AI failures aren’t fixed by switching techniques — they’re fixed by identifying which layer actually failed. Continue reading on Towards AI »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
This Meta Brain-Computer Interface Decodes Typed Sentences From Brain Waves Alone
No Surgery Required Continue reading on Towards AI »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
The Secret Behind Better AI Coding Is Not the Model-It Is CLAUDE
Stop worshipping the model. Continue reading on Medium »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
5 Books That Made Me a Better AI Engineer (And None of Them Are About AI)
The field churns every six months. These five books don’t. Continue reading on Data Science Collective »
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