Perplexity Teammates

CVPR 2027 Submission Guide

Everything you need before you submit — the three deadlines you cannot move, the two rules that are genuinely new in 202

A Phantomatic Nightshift — Version 4 Fixes & Updates

Welcome to A Phantomatic Nightshift, where the dead have paperwork and you have a shift to finish. A short first-person

Closed AI models dominate the price-performance frontier

Article URL: https://village.dev/blog/closed-ai-models-now-dominate-the-price-performance-frontier/ Comments URL: https:

Complete Guide to Fine-Tuning LLMs: From Prompt-Tuning to RLHF for Smarter AI

TL;DR: LoRA, QLoRA, prompt-tuning or RLHF? Compare every LLM fine-tuning method, see the trade-offs and pick the right o

Which Local LLM Fits Your RAM? Best Ollama Models for 4GB, 8GB, 16GB, and 32GB in 2026

Originally published on Practical Web Tools . The most common local-AI question in 2026 is still the simplest one: "I ha

Handling personal data carries responsibility, even in free software or services. As non-engineers build with AI, I worry more problems will surface if services go live without anyone checking whether