Making tools for accessible quantitative analysis of contemporary businesses @ https://commonquant.com/

Can we combine the creativity of individuals with the power of AI software swarms? Building (https://www.superintelligent.group/).

We at Superintelligent.group are building the collaborative software development swarm as a paradigm for software development in the 21st century.

We are developing a new suite of tools to allow the intuitive development of complex software using compositional swarms of AI agents, in tandem with small teams of humans. Our architecture for agent composition is built upon the latest research in generative agent simulacra, and long-running agent civilizations.

Our first product is slated for alpha testing in 2026. It will allow you to create entire companies of AI Agents that can be spawned to do various kinds of useful and complex work.

Sylas Horowitz and I co-founded Holosonic, we are working on hardware and software prototypes for a 3D programmable ultrasonic acoustic cell that can trap and manipulate small particles inside of a closed volume inside the air or within a liquid medium.

Essentially, novel advancements in material science allow us to control fine-grained living (or otherwise) particles in a spatiotemporally controlled ultrasound wave-field. This allows for the development of autonomous biological factories, offering a groundbreaking approach that would automate a lot of wet-lab work. It would also be quite useful for assembly of microelectronic components in a "touch-less" fashion.

We are also simultaneously working on developing this into a product that could eventually be adopted by various R&D facilities. Stay tuned to see more progress!

Update: as of February 2025, we've been able to operate an array that is inconsistently stable, so we are working on a rewrite of the software stack to control the acoustic arrays through FPGA's with better precision.

I am creating AI tools to boost Collective Intelligence.

This entails developing frameworks to allow swarms of agents to coordinate reasoning amongst each other by decomposition of complex tasks. I am also developing frameworks to allow multi-scale coordination across enterprises to naturally integrate AI into the modern enterprise development workflow. Part of this entails investigating how local models can work together to create complex multimodal integration of all of an enterprises' "complex knowledge". This is particularly valuable for aiding towards more intelligent, systematic approaches to the "digital transformation" large enterprises are slowly shifting towards, which is currently progressing in a bifurcated and disconnected manner across different industrial verticals.

I am interested in approaches along this line that allow for real-time networked communication to be stronger: (https://arxiv.org/abs/2311.00728), and strengthening reasoning and collective deliberation within existing social networks e.g. Reddit.

I am also investigating ways to harness social networks' inherent diversity of thoughts through collaboration of humans and AI for the next generation of scientific reasoning. The paradigm of autonomous agent driven closed-loop fundamental science offers the opportunity to allow scientists to focus on eliminating friction in the Lab2MassProduction pipeline, making more impact with their research activities.

I am interested in the evolution of civilizations on a planetary scale, and am researching scaling up human social simulations to allow for 3D social simulacra to understand the impacts of policies and integrate a complex-systems perspective towards the development of AGI.

"The MIT Center for Collective Intelligence explores how people and computers can be connected so that

—collectively—

they act more intelligently than any person, group, or computer has ever done before."

Development of technology with novel human computer interfaces, integrating AI more seamlessly into user experiences.

Currently serving as the CEO and technical software architect coordinating a multinational team to scale awareness of and foster a culture change to adapt to usage of collaborative AI technologies. Currently developing software for automatic content generation for enterprise use cases utilizing foundation models and synthetic media for large-scale dynamic education.

We have also amassed over 6 million organic impressions so far on the content that we've produced to spread greater understanding of upcoming sociotechnical developments.

Projects ongoing include:

1. XRAgents <A framework for AI agents that operate in Mixed Reality, currently building off of NVIDIA's Audio2Face and Unreal Engine pipeline>

2. Superintelligent.group <Scaling up people is hard. How can we harness Collective Intelligence in a way that allows for us to work on complex projects together? AI can help be the glue across multiple scales of complexity. We're developing software that can fill in the gap here. We're developing our core product, which as a full-stack multiplayer cloud development platform here: https://www.superintelligent.group/>