They often do fail, at the client level you can just feed the schema validation error message back into the LLM and it corrects itself most of the time.
If not the LLM throws itself into a loop until its caller times it out and it sends an error message back to the user.
At the server level it's just a good old JSON API at this point, and the server would send the usual error message it would send out to anyone.
stupid question as I have not tpuched C++ since the 90s - can the IDEs not do this with all these now almost universal linters and AI assists. Maybe something that prompts before a commit and autoprompts before/after fixes to only the inititaization. Maybe simple as a choice in the refactoring menu? Rust - where are you for proposing this fix to C++ or, is it javascript?
this is the storyline that people should ideally internalize and realize that they do not know what they are talking about when commenting on others without having direct experience
Should everything be tied to income/wealth? Taxes and college tuition are already tied to income/wealth. Why not food, housing, travel, clothes, healthcare, even drinking water? At that point wealth will stop to have any meaning.
Yes - if we financialize all public services, then it makes sense to use income/wealth to subsidize (re-distribute to be more precise) the poor.
I remember reading a few weeks back that UK is getting the railroads back to public ownership - not sure if that is true, but would like to hear from UK readers on the impact of financialization (aka privatizing) of public utilities.
I am not a fan of public ownership - but a supported of public subsidies for utilities - transport / electricity / heat / water and in this case roads
It will help Amazon and other delivery companies. Less competition from people driving their own cars to get things. California is working to put on a per-mile tax onto drivers because roads wear out faster then gas taxes, sales tax on autos, sales tax on auto repairs/parts, and registration taxes can be collected...
The Intel A770 is currently $230 and 48GB of GDDR6 is only like a hundred bucks, so what people really want is to combine these things and pay $350 for that GPU with 48GB of memory. Heck, even double that price would have people lining up.
Apple will sell you a machine with 48GB of memory for thousands of dollars but plenty of people can't afford that, and even then the GPU is soldered so you can't just put four of them in one machine to get more performance and memory. The top end 40-core M4 GPUs only have performance comparable to a single A770, which is itself not even that fast of a discrete GPU.
US can take in easily another 20-30 million immigrants over say 5-10 years - the question is always how to assimilate when there is already a distinct lack of affordable housing / schools / medical infra. There is literally no public investments in this.
That said the IRA act is poring money into manufacturing which is having direct effects in those states, but require a hard look at easing infra development,
I never understood that lack of understanding by politicians on what people need - totally understandable in US where corporate lobbyists rule congress. Australia, Canada governance are mysteries to me.
On the residential homes - i assume it not a question of land/resources.
As much I like the points based system, I feel the family-based approach to which US pivoted to in 60s was the correct approach - you really cannot predict where the next einstein is going to be show up, and I always tell my wife we already lost her in Iran or Afghansitan
what happens if this schema validation fails here - what will the mcp server respond with and what will the llm do next (in a deterministic sense)?
llm tool call -> mcp client validates the schema -> mcp client calls the tool -> mcp server validates the schema