Nice summarization! I generally see model registries as a good tool to ensure deployment safety by logging versions of algorithms and tracking spikes in capabilities. I think a feasible way to push this into the current discourse is by setting it in the current algorithmic transparency agenda.
Potential risks here include who decides what is a new version of a given model. If the nomenclature is left in the hands of companies, it is prone to be misused. Also, the EU AI Act seems to take a risk-based approach, with the different kinds of risks being more or less lines in the sand.
Another important point is what we do with the information we gather from these sources—I think there are “softer”(safety assessments, incident reporting) and “harder”(bans, disabling) ways to go about this. It seems likely to me that governments are going to want to lean into the softer bucket to enable innovation and have some due process kick in. This is probably more true with the US which has always favoured sector-specific regulation.
Nice summarization! I generally see model registries as a good tool to ensure deployment safety by logging versions of algorithms and tracking spikes in capabilities. I think a feasible way to push this into the current discourse is by setting it in the current algorithmic transparency agenda.
Potential risks here include who decides what is a new version of a given model. If the nomenclature is left in the hands of companies, it is prone to be misused. Also, the EU AI Act seems to take a risk-based approach, with the different kinds of risks being more or less lines in the sand.
Another important point is what we do with the information we gather from these sources—I think there are “softer”(safety assessments, incident reporting) and “harder”(bans, disabling) ways to go about this. It seems likely to me that governments are going to want to lean into the softer bucket to enable innovation and have some due process kick in. This is probably more true with the US which has always favoured sector-specific regulation.