If I had a dollar for every "revolutionary new AI architecture that will change everything forever", I'd be able to buy a GB200 NVL72 with that.
To clarify the confusion: D2 is the beta engine currently on our website. D3 is the new architecture in these papers. We developed D3 specifically to solve the context limits we hit with D2.
I posted these papers 'anonymously' because I wanted to see if the D3 research (specifically the Trajectory Vectors) stood on its own merit without the bias of a 'Show HN' launch. That was a mistake, and I apologize for the cloak and dagger.
The good news: We are officially releasing the D3 update tomorrow, as per our internal schedule. The papers were just the pre-read. You'll be able to test the 'Flash-Gated Consensus' yourself in 24 hours.
I'm adding free credits to your account so you can test the D3 update when it drops tomorrow (which patches this loop).
We clearly have work to do on the beta fail-safes.