CHAT vs. FTEC: Is Concentrated AI Exposure or Broad Tech Diversification the Better Play Right Now?

How to test your LLM app for prompt injection: promptfoo vs garak vs Giskard vs PyRIT vs sentinel-scan-cli

If you're shipping anything with an LLM in the request path (a support bot, an agent that calls tools, a RAG pipeline reading untrusted documents) you eventually have to answer "did we actually test…

1h ago ·dev.to

Model Cascade: making LLM classification cheaper

Many LLM workloads are classification tasks. This can get expensive, and I believe it is going to become more and more important, especially with the proliferation of software factories.

• Model Cascade uses a cheap proxy model and an expensive oracle model
• BARGAIN paper shows up to 86% cost reduction on various datasets

2h ago ·dev.to

Microsoft archived PyRIT (Mar 2026) - what LLM red-teamers should use instead

Quick one: if PyRIT (Microsoft's Python Risk Identification Tool) is on your shortlist for LLM red-teaming, check the repo first. Azure/PyRIT was archived on GitHub on March 27, 2026.

1h ago ·dev.to

OpenAI Faces Safety Scrutiny After Introducing 'ChatGPT For Teens'

This week OpenAI launched a version of ChatGPT exclusively designed for teenagers between the ages of 13 and 17, reports CTV, "saying this version came with stronger protections around content related…

• OpenAI launches specialized ChatGPT for teens aged 13-17.
• Platform includes safeguards against self-harm, violent content, and explicit sexual conversations.
• Critics question effectiveness and trustworthiness of ChatGPT for Teens.

1h ago ·news.slashdot.org