In the current version of AI,

a few very large companies ask you to hand them your soul in exchange for better tools.

But it is the same tools offered to your competitors.

And no exceptional business should make that trade.

So you get this strange situation. The models keep getting smarter. The tools keep getting better.

But it all stalls,

every model built from the same 15T token of scraped web text,

the discussion forums, the blogs and disperse comments from everyone and anyone.

A continued AI evolution, from better models, more contextual and smarter harness,

is starving for the data that matters the most,

locked away behind doors that will not open under the current terms.

The most valuable data is proprietary and makes up an estimate of 2000T tokens.

130X

of what models are built from today.

That is a problem worth spending your life on.