The only way to win here is to make it expensive to produce lies . Make people take responsibility of the consequences and punish them .

The consequences already exist, but are not enough to prevent the fraud. The linked article speaks of criminal charges. And here is a CEO going to prison for similar charges of fraud over nuclear construction:

https://www.powermag.com/former-scana-ceo-will-land-in-priso...

Nuclear projects tend to attract fraudsters that are not intimidated by the possibility of jail time.

I would claim that the whole construction industry tend to attract fraudsters that are not intimidated by the possibility of jail time. It is, if I remember right, the largest source of human trafficking in the world.

Who has the truth though?

It's not usually difficult to determine whether a nuclear reactor does or does not exist.

Courts.

It's close enough, and is good enough to generally satisfy our institutions and culture. The standard shouldn't be, and isn't, objective perfection.

In the case of the opening story in the link, yes.

Prediction markets

Good answer, but isn't that a practical answer, based on consensus? Ie its what people believe is true, but might not be actually true.

They are useful for things that become less ambiguous in the future.

Lehman Brothers anyone?

It will be known as the great US-China war that destroyed 30% of humans .Dozens of countries got dragged into it. .

How does it compare with zep ai ? Anyone knows ?

It's open source :)

Don’t underestimate that mindset either. It is want set people apart in most cases. Determination can go a long way than IQ or other resources.

Agree. We developers try to create AI to replace ourselves first while making the bosses rich

If you employ an AI to do software development for you then you are now a boss, congratulations. Getting rich is still up to you though.

Content creators just format the content using whatever tool they like. After you hire developers, you ask them to style the text based on content format . Style will be part of the app codebase . In firebase , you only store the text , not the style

Do you have a better licensing solution for companies who resell and profit on open source and don’t give back commits or support?

lol what

Is there an example on how to do this ?

Contrived example, but say I'm summarizing an arbitrary document, I might ask for JSON with the following keys and instructions:

- purpose: one sentence on why would someone want to summarize this document

- effect: one sentence on how this affects the strategy we should use to summarize it vs a naive approach

- summary: one paragraph with the summary of the document based on purpose and effect

The LLM will change its summary based on the keys that come before summary in a meaningful way

Can you scrape Facebook pages for product and price ?