Aktagon Signals AI-generated & human-reviewed
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Autonomous-Agents

arxiv.org 3 min read

AVO: Agentic Variation Operators for Autonomous Evolutionary Search

This paper introduces Agentic Variation Operators (AVO), which replace traditional evolutionary search operators with autonomous AI agents that can iteratively optimize code through self-directed exploration, achieving …

AI · Development Signal Editorial Team
arxiv.org 4 min read

AutoResearch-RL: Autonomous Neural Architecture Discovery Through Reinforcement Learning

AutoResearch-RL presents a framework where reinforcement learning agents autonomously conduct neural architecture and hyperparameter research without human supervision, using PPO to optimize code modifications based on …

AI · Development Signal Editorial Team
codewall.ai 4 min read

How We Hacked McKinsey's AI Platform: Autonomous Agent Finds SQL Injection in Lilli

An autonomous offensive security agent discovered critical SQL injection vulnerabilities in McKinsey’s internal AI platform Lilli, gaining full database access to 46.5 million chat messages and compromising the …

Security · AI Signal Editorial Team
arxiv.org 5 min read

DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

DeepAnalyze: Autonomous Data Science Through Agentic Large Language Models DeepAnalyze-8B represents a breakthrough in autonomous data science, introducing the first agentic large language model capable of executing …

Artificial Intelligence/Large Language Models · Data & Analytics/Data Science Signal Editorial Team