OpenAI details GPT-Red, an AI that attacks its own models to find flaws

Red, an internal artificial intelligence system it built to attack its own models and surface prompt injection ...
GitHub

Private, local "Pulse"-style daily reflection for the Prometheus self-learning loop.

Like ChatGPT Pulse — but private, local, sourced from your own wiki, and curated by an LLM that knows what you actually worked on yesterday. ChatGPT Pulse ships 5-10 visual cards in the morning based ...
marktechpost

Cisco AI Introduces FAPO: Pipeline-Aware Prompt Optimization With Step-Level Failure Attribution and Claude Code Orchestration

Getting prompts right is still the hardest part of shipping reliable LLM applications. Small wording changes can swing accuracy by 20 percent. What works on a few examples often breaks at scale. When ...
GitHub

Claude Dynamic Workflows — on Codex

A Claude Code skill: type /codex-workflows <task> and a fleet of Codex (GPT) agents fans out across the work — Claude authors the workflow, runs it on your local codex app-server, and streams it back ...