that caught your attention.
What if we imagined a world… where you have more control?
Modern feeds are built to maximize a single metric: engagement. This is not a novel insight. However, as algorithms have gotten better, the problem has become more acute. At the same time, new technologies have made fake users, content and interactions indistinguishable from real ones.
The old solution was “just stop using social media.” But as our lives have moved online more and more, the lines around what is and isn't social media have blurred. Avoidance is both more difficult and more restrictive to our own growth and goals. New technologies that create new problems require better technology, not avoidance. The solution to fatal car crashes is seatbelts, not ditching cars for horses.
So why now? Multiple things are converging to change the way we engage with content online. New open protocols eliminate walled gardens and bake transparency into algorithms and platforms. Authentication technologies make fake content explicit. LLMs give users more fine grained control of their information stream. Together these can make our digital experiences radically healthier.
Below is a small subset of research we find particularly interesting and important in building the next generation of online social experiences.
When Products Become Collective Traps
Network effects can create market lock-in, leading users to regularly engage with social media platforms that they wish did not exist.
Personhood credentials
A detailed survey of the problem of person identification in an age of indistinguishable AI-generated content.
Large Language Models Pass the Turing Test
In text-only intereactions, the Turing Test is dead. Intuition alone is insufficient to identify humans in social spaces.
Short-Form Videos Degrade Our Capacity to Retain Intentions
The type of content and the way feeds are constructed matter in creating experiences that reinforce human intention rather than degrade it.

Engineer, Father
Worked in robotics for 10 years. Pivoting to the most important problems in our world today. My goal: to build online spaces that make people their best selves.

Engineer
Engineer with years in social media space. Growing up in Iran, seeing how centralized power can control/exploit people and going through Meditation retreats have helped me deeply care about intentional living, agency, and the need for open platforms people can truly trust.