Skip to content

Research and News

The Thinking Behind the Fourth Pillar.

The research, benchmarks and ideas behind GSD.

“Humans perceive the world as simultaneous vision, sound and language, so systems that generate content must match that simultaneity to be useful.”

From the abstract · Technical Overview 2026
Technical Overview · Public Edition · 2026

Generative Synchronous Diffusion: The Next Breakthrough in Multimodal AI.

Architecture, benchmarks, economics and the six patent families. By Animikh Roy and Neel Roy.

Download the PDFTechnology overview

Founder’s Original Paper · Harvard ADS

A Novel Approach to Topological Graph Theory with R-K Diagrams and Gravitational Wave Analysis

Roy, A. and Kesselman, A. (2022).

Published
2022
Archive
Harvard ADS · arXiv:2201.06923
Field
Topology, graph theory and gravitational wave analysis
Legacy
The topology and graph theory techniques that inspired GSD
View on Harvard ADS

Release Notes

What We Have Built.

World firsts, by alpha release.

  1. Jul 2023Milestone
    GSDImage, music and voice, generated in sync.
  2. Early 2026Alpha
    Giga PapayaEdit any layer, down to a second.
  3. Sep 2026Alpha
    One Shot120+ seconds of finished video in one pass.
  4. Sep 2026Milestone
    Six US Patent FamiliesSecured (provisional) across the core and creator surfaces.
See the release notes

Articles

Ideas Worth a Closer Look.

01

Architecture

The Fourth Pillar of Generative AI

Why long video needs a new architecture.

Read the PDF
02

Economics

Why One Shot Changes the Economics of Video

From 8-second clips to 120-second videos, and from USD 24 to 42 per minute to USD 2 per minute.

Read the PDF
03

Editing

Giga Papaya: Editing to the Second

Re-render seconds, not whole videos.

Read the PDF
04

Intellectual Property

Six Patent Families, One Path From Idea to Video

How the core and three creator surfaces fit together.

Read the PDF

See What One Shot Can Do.

Join the Waitlist