Evolutionary Stability Does Not Guarantee Learning Accessibility: A Multi-Agent Reinforcement Learning Perspective on Cooperation Emergence

Forget robots: The real AI threat is already here

Expert warns AI poses real danger to humanity, as OpenAI and Anthropic signal it is time to slow down and set boundaries before it is too late.

• AI poses genuine threat to humanity, not development itself
• Flawed AI decisions replicate biases in credit, employment
• Governments, educators, companies must ensure AI benefits humanity

1d ago ·jpost.com

Andrew Kelley Interview: Why He Built Zig, Banned AI Contributions, and Moved Zig off GitHub

In a JetBrains interview, Zig creator Andrew Kelley expanded on the project’s formal ban on AI contributions and the motivation behind its migration off GitHub to Codeberg: automated code submissions…

• Andrew Kelley bans AI contributions to Zig due to poor code quality and wasted review time.
• Kelley emphasizes Zig's educational mission, focusing on growing actual engineers as contributors.

1d ago ·infoq.com

The Path Matters: Evaluating Small Language Models Beyond Answer Accuracy in KGQA

Small language models (SLMs) are increasingly paired with knowledge graphs (KGs), yet end-to-end KG question answering conflates graph access, search, navigation, reasoning, and answer generation.

1d ago ·arxiv.org