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An analysis of the systemic impact, on the Web, of AI systems, and in particular ones based on Machine Learning models, and the role that Web standardization may play in managing that impact

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> We do not intend to provide guarantees of translation quality, stability, or interoperability between browsers. These are left as quality-of-implementation issues, similar to the [shape detection API](https://wicg.github.io/shape-detection-api/). (See also...

enhancement

Generative AI is already having a systemic impact on accessibility on the Web, and W3C needs to understand the positive and negative effects it's having. For example, generative AI is...

enhancement

Thank you for a thoughtful and important white paper. I would like to suggest that public datasets based on web crawls, such as Common Crawl, should be placed within the...

enhancement

We are thankful that you are producing this document, which we believe has genuine potential to shape better outcomes for AI and the web. One aspect which you don’t address...

enhancement

Current ML systems have problems with linkability; not only is their output often not linked to sources, as the document says, but it's often not possible to link to the...

enhancement

Generative AI is already changing the way we interact with and consume content on the Web, and it's plausible that in time it will systemically change the UI as we...

enhancement

Section 4.2 talks about personal data stores. These can give user a repository of their data; they don’t necessarily prevent other actors also having copies of that data, and using...

bug

The [section on security](https://www.w3.org/TR/sparql12-results-json/) concentrates on the danger of impersonations. However, there may be additional dangers regarding the security measure taken by Websites for secure access. An obvious endangered approach...

enhancement

The document concentrates on the problems that AI may lead to. I wonder whether we should be a bit more balanced and also include some thoughts of the positive effects...

enhancement

We tend to design our technologies assuming benevolent intentions of those involved. The entire ARPAnet was built without a security, privacy, or attack model, because it was assumed to be...

enhancement