AI Tools & Research

I took credentials away from my agents. They still act on mail and Slack on my behalf.

A common MCP setup carries auth the same way: create an API key, paste it into mcp.json or an .env f…

I have lost three and a half potential PhD students due to the conference review process [D]

Early-career Assistant Professor here. I identified some talented undergraduate students and worked …

I Compared 6 AI Pentesting Tools. Here's How to Actually Tell Them Apart

A year ago, "AI pentesting" barely meant anything. In 2026 it means at least six different products …

Nscale buys Anyscale as it seeks to own more of the AI compute stack

British AI neocloud Nscale is buying software startup Anyscale, which helps companies scale their AI…

## LoRA Not Working: Easy Troubleshooting Guide To Prevent Hours Of Frustration [Definitive Guide]

There can be multiple reasons why your LoRA might not be working, including a missing or incorrect t…

A Transparent Codex Bug-Reproduction Comparison: 6/14 vs 14/14

I make an open-source bug-reproduction workflow for coding agents. I wanted to test whether it chang…

Gemini Robotics 2 Brings Google's AI Into the Physical World

The latest version of Google DeepMind's AI model includes a significant jump into “physical AGI.” Bu…

Оплатить подписку Chat GPT из России — не то же самое, что API-биллинг

Запрос «оплатить подписку chat gpt» и его перевёрнутый вариант «chat gpt оплатить подписку» выглядят…

The Model Zoo: Why We Have 100,000 Variants of the Same Architecture

You search for "Llama 3" on Hugging Face. You find thousands of variants. Fine-tuned for coding. Fin…

Business Phone Without Per-Seat Pricing: What It Costs and How to Switch

A business phone without per-seat pricing is a phone service that charges one flat monthly rate no m…

Stop Code Reviewing in the Dark: How Claude Became My Unofficial Senior Dev

You know that feeling when you ship code and three days later you're staring at a Slack message sayi…

Why Next-Gen Models Like Kimi Need Deterministic AI Kernels

The AI landscape moves at a breakneck speed. Every few weeks, a new frontier model or an ultra-effic…