CoPilot & Claude still write the most mediocre code with glaring issues. They are great brainstorming tools, and the only partner programmer I can stand as someone with ADD. However, if you are committing generated code without a thorough expert review, you're gambling.

Forums that used to hold deeper ML discussions are now flooded with anthropomorphizing articles by folks who don't understand statistical algos. This is from someone who thinks humans overhype our own consciousness, AI has a long ways to go.

Open vs Closed Systems:
- The paper critiques the framing of certain AI systems as "open" while operationally functioning as "closed."
- It examines how ostensibly open AI models, such as open-source projects, may exhibit proprietary characteristics in access, data usage, or community engagement.

Several systems self-labeled as "open" had transparency issues:
- "Open" systems often lack full transparency in model architecture, training data, and fine-tuning processes.
- Ethical and societal impacts of such systems are compounded by opaque decision-making structures.