This is something that takes real expertise though, kind of a moonshot for an inexperienced team unfortunately. Would be cool if had mission driven backers otherwise will just end up being hobbyist material. Relying on defense (bubble?) gives at least some breathing room as not actually competing against china for better prices.

| Harvey's legal agent beats GPT-5.5 and Claude Opus 4.8 on its own rubrics, and Intercom's Fin Apex resolves more support issues at lower cost.

The rubric and cost argument here just casually ignores all of the other challenges and real business issues of evolving models over time

This sort of essay is farcical in ascribing economic stability as "status" - which of course has a negative connotation of seeking status, but suppose thats on track for a man writing an essay about this. Women( and men) need to work now because single incomes are not enough, and women biologically have larger burden in child rearing regardless. Economic incentives for child rearing are a joke, much like most policy that ends up more as a panacea than a solution - because none of it targets the other huge correlation we see, the growing level of inequality of wealth where the top n% is accumulating more and more. One need not look at number of lawsuits regarding women getting fired or laid off from work for needing/taking maternal leave. In the US you often need to be tenured for a year to qualify for it. These are all economic issues at it's core, and the tautology to it being status seeking is an damaging one in and of itsef.

For those where the code is almost entirely a black box and cannot easily recover when something goes wrong. They are much more keen on this context management and planning because recovering from derailments is much harder (and takes longer) because its often a conversation with llm to try to recover to where they were before.