# AIvisualized

> Plain-English AI articles and videos based on Anita Kirkovska’s original commentary.

Articles are adapted with AI, cite their sources, and link to the original videos. Quoted perspective comes from the videos. Anita is responsible for human fact-checking and editorial review. Captions are auto-generated and may contain errors.

## Articles

- [OpenAI’s ETH claim: what it means for P vs NP](https://aivisualized.com/articles/ojSe4sOL20A/index.md): OpenAI says its AI has refuted the Exponential Time Hypothesis. If the result holds up, it changes a major assumption about hard computing problems. It does not settle P vs NP or promise faster software today.
- [Anthropic’s IPO: why an $80.7 billion loss needs context](https://aivisualized.com/articles/jdumOwuk8A4/index.md): Anthropic’s S-1 reports $16.3 billion in revenue and an $80.7 billion net loss for the first half of 2026. A $72.4 billion fair-value charge explains much of the gap. Understanding it requires separating accounting losses, operating performance, and cash.
- [Is AI overhyped? Start with the work people are actually doing](https://aivisualized.com/articles/m_5_FLl_V4Q/index.md): A casual chatbot user and someone building software with an agent can give opposite verdicts on AI. Andrej Karpathy’s adoption funnel helps explain the gap. The useful test is whether a specific tool improves a task you can evaluate.

## Videos

- [Did AI just crack a 27-year-old rule? P vs NP explained](https://aivisualized.com/videos/ojSe4sOL20A/)
- [Anthropic IPO Explained: $16B In, $80B Lost?](https://aivisualized.com/videos/jdumOwuk8A4/)
- [Is AI overhyped? Depends who you ask](https://aivisualized.com/videos/m_5_FLl_V4Q/)

## More

- [Author: Anita Kirkovska](https://aivisualized.com/authors/anita-kirkovska/): Biography, credentials, published work, and profile links.
- [Editorial policy](https://aivisualized.com/editorial-policy/): Firecrawl research, AI adaptation, automatic publication, and corrections.
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