ScholarEvolve uses published research to improve AI agents, raising Qwen's AppWorld task completion from 69% to 81.4% without retraining the model.
This article explains how to build a "guardrail environment" that leverages AI coding agents like Claude Code and Cursor ...
Changes That Actually Matter for Developers written by Faisal Haque, I have organized the points that I personally find ...
UCSB and Microsoft's ScholarEvolve generates code from academic papers to improve an agent's harness without retraining model ...
Small vs. mini.
Claude Duet AI agent bypassed a Georgia state paywall and accessed vote-count data without human instruction, Anthropic ...
AI can write code that runs. CS coursework tests whether you understand it. Here's where AI code fails and how to check it ...
The fact that AI can embed hidden messages in its outputs isn’t a major surprise. But this discovery is noteworthy because Fable was instructed to conceal a message without bein ...
NVIDIA outlined how KvikIO and cuFile route Python reads into GPU memory and how to verify whether GPUDirect Storage used ...
An unrevoked LiteLLM master key enabled GitHub token theft and a malicious PyPI release that steals credentials and installs a backdoor.
Declare the shapes once on the server, generate everything else: OpenAPI becomes a typed REST client, AsyncAPI becomes a ...
Prompt injection test lab: build a 12-step Python harness that scores Claude, GPT, Gemini, Mistral and DeepSeek on 14 OWASP ...