DEV Community

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.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
QUASAR: How Saliency-Weighted Reconstruction Closes the Loss Floor Gap in LLM Quantization-Aware Training

QUASAR: How Saliency-Weighted Reconstruction Closes the Loss Floor Gap in LLM Quantization-Aware Training

Comments
5 min read
Nose ID: I Taught an AI to Recognize Dogs by Their Nose-Print

DEV Weekend Challenge: Dog Days Edition Submission 🐕

Nose ID: I Taught an AI to Recognize Dogs by Their Nose-Print

Comments
2 min read
Ask twice: seven measurements from building with Jev

Ask twice: seven measurements from building with Jev

1
Comments 1
10 min read
I built a system to catch unreliable AI agents. In my own evaluation, it missed the worst one.

I built a system to catch unreliable AI agents. In my own evaluation, it missed the worst one.

Comments
5 min read
8 Papers on the Agent Harness Progress You Need to Know

8 Papers on the Agent Harness Progress You Need to Know

1
Comments 1
3 min read
MLOps in Travel: From Notebook to Production in 30 Days

MLOps in Travel: From Notebook to Production in 30 Days

Comments
8 min read
I Wish I Knew AI API Cost Hacks Sooner — Full Breakdown

I Wish I Knew AI API Cost Hacks Sooner — Full Breakdown

Comments
7 min read
Fine-tuning an LLM on a Mac is easy to start and hard to evaluate

Fine-tuning an LLM on a Mac is easy to start and hard to evaluate

Comments 1
3 min read
Adversarial Drift Derails Imagined Futures in Multimodal Agents

Adversarial Drift Derails Imagined Futures in Multimodal Agents

Comments
2 min read
Contamination inflates macro‑F1 by eleven points

Contamination inflates macro‑F1 by eleven points

Comments
2 min read
Zero-Mem reduces memory‑operation token use and inference time

Zero-Mem reduces memory‑operation token use and inference time

Comments
2 min read
LLMs reconstruct only 27% of ideas

LLMs reconstruct only 27% of ideas

Comments
2 min read
Decodability supervision erases hidden private codes

Decodability supervision erases hidden private codes

Comments
2 min read
AI/ML Research Digest — Aug 15, 2026

AI/ML Research Digest — Aug 15, 2026

Comments
4 min read
One-step diffusion reaches ImageNet quality

One-step diffusion reaches ImageNet quality

Comments
2 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.