I imagine if these cameras are adding or remove furniture, appliances or modifying flooring or the landscaping via AI it will be a problem.
Edit: also if it becomes a big problem, in the future the law could be changed so that the real estate agent becomes liable to cover the cost of upgrading the property to match the altered image.
California recently added new laws regarding AI in real estate. I think lighting corrections and cropping is allowed but other digitally altered images should include a link to the original.
Its pretty common to se the AC systems on the top of roofs on big buildings in the US. From what I read, exposing the AC condenser unit to the sun should have minimal impact. Air flow through the condenser unit matters the most. Perhaps they were undersized for the extreme heat now happening in the UK.
You only need to SAT/ACT for going to get into an university. And these days it seems to matter less. I looked it up and less than 50% of high school students take the SAT/ACT. Personally I never had any employer ask for my SAT/ACT scores since the 90s.
If its primary legislation (Acts of Parliament) like Online Safety Act, the courts cannot strike it down. If its secondary legislation by ministers and other agencies, it could be contested in courts.
Rubi is just rule based integration. So its like looking up a book of integral formulas and encoding them as rules. It does mean you need a minimum number of other features like partial fraction decomposition, polynomial factoring so it demonstrates some capability. Many of the other Mathematica like CAS end up using the Rubi rules themselves.
But indefinite integration is just a small aspect of CAS capabilities. What about integration over a line or surface, definite integration and dealing with singularities, differential equations, solving equations under assumptions, simplifying equations.
I noticed that when trying to use Codex and compared to Opus. So many layers of simple functions added by Codex. I need to try this out in my Agents.md.
The testing was at the drive level without an OS like ext2. The test was with no flush (with flush test is easy to pass). Without PLP, the pass criteria is that the data that was buffered can be either the older or newer data and not corrupted or previous data. All the other blocks on the SSD should remain unchanged. Its trickier that you think because MLC/TLC NAND could corrupt other blocks due to NAND structure and we had to deal with that. Then you also have to worry about system data in the NAND doesn't get corrupted.
I used to develop SSD firmware and one of things I worked on is making it robust to power failure. The power supplies have lots of capacitance so the voltage drop was slow so we would use a special test board that would disconnect from power and discharge fast to test it.
Because the Haiku model is quite cheap but doesn't screw up too often I used it for interactive coding for my existing projects on the older copilot plans.
For simple features I don't have a full plan worked out. I write a bit of code then tell the model in a short line prompt what it should do. Sometimes I put temporary comments in the code to give it guidance. Generally if the code change is within a file or package, Haiku is good enough follow what you ask and not mess up too much. I also have skills created over time to give it guidance. There were some months when I used GitHub copilot where I had excess credits available at the end of the month I frantically try to use up.
Even the AI code completions can be pretty good on their own. Sometimes I write some temporary comments describing what the code should do and just press Tab-Tab-Tab and the entire function is done.
I think there is a tendency for people to go for the advanced models thinking they we screw up less but if you really understand the code its easier to interactively do it with a lesser model.