> Just have the CoT as a field in the schema too.

Love the idea of adding CoT as a field in the expected structured output as it also makes it easier from a UX perspective to show/hide internal vs external outputs.

> Structuring your inputs with XML is very good. Even if you're trying to get JSON output, XML input seems to work better. (Haven't extensively tested this because eval is hard).

Would be neat to see LLM-specific adapters that can be used to swap out different formats within the prompt.

I read this as user & profile are two separate resources. With a standard REST API, calls are tied to a specific resource.

> Nothing stops you building another layer of endpoints to service your frontend.

They could've added a new endpoint for that specific usecase but I'm assuming they've simplified their actual needs to this one example.

Have there been any studies on if the virus can mutate?

It mutated its way from affecting bats to affecting people. Fortunately, the vast, vast majority of mutations either do nothing or make things actively worse.

https://qbrc.swmed.edu/projects/2019ncov_immuneviewer/

That's the chain of mutations for SARS-Cov-2 they've seen so far.

On this note, I'm surprised ISAs are not more common for higher education (ie. college, university). I know a couple of smaller liberal art schools (ie. Purdue) have been testing this.

Are you referring to the only Purdue I know of, which is a flagship state university known for its engineering programs? I guess it's small compared to Ohio State and liberal arts-focused compared to Georgia Tech.

Here's hoping this prompts Schwab to do the same. They've already made a public statement saying it would be in the works.

Can someone with a better understanding of Honey's business explain why it's worth $4B?

$100mil+ in revenue. 60-70% probably goes to 300 people payroll. I guess projected numbers are amazing.

And the rest +vc money on ad's and paid installs. What the heck did PayPal buy?

Over 300 employees AND profitable. How many other startups have achieved that?

Sure but HOW does it make money?

I believe they’re an affiliate of many of the popular shopping sites. So they get a cut of any sales they help drive.

Nope, it got kicked out of most of them. It makes money by retailers paying them to push deals.

I think they still have the advantage of improving the base models ahead of anyone else. The fitting part I assume is tailoring an existing model to a specific user on device. They can improve the base model and have the competitive advantage by being first to market with ever improved model.

These are great tips thanks!

I would bet that most aren't employed but own their own business(es).

jesus christ that's a monster. What kind of sane person needs that kind of portability paired with those specs.

I use mine for PCB layout. Wish it was faster. Note: it has removable batteries so I bring a spare and swap it out.

One with a database?