Independent researcher & engineer

Intelligence, emergence & strange loops.

I'm Hao Ke. I study how intelligent systems interact, organize, and change the environments they inhabit—and how those environments change them.

My work moves between artificial life, complex systems, and AI safety, grounded in a background in distributed systems engineering. My main project is Quine, a research system that studies itself.

Research

Questions turned into systems.

Ongoing research

Quine

A research system that studies itself.

Quine began by realizing frozen LLMs as native POSIX processes, opening a space to investigate the emergence of coordination, communication protocols, and self-reproduction.

As its runtime, experiments, logs, instructions, and theories accumulated in the same repository, the research environment became a research object. Its structure shapes the agents doing the research; their discoveries reshape that structure.

I use this reflexive laboratory to explore artificial life, complex systems, AI safety, and the computational foundations of discovery.

Thread

Emergent coordination

Cooperation through shared environments, even without explicit knowledge of other agents.

Thread

Self-reproduction

How inherited material and future demands shape what an agent becomes across a process boundary.

Thread

Reflexive governance

How self-maintaining structures form, persist, and sometimes become detached from their purpose.

“Quine researches ‘Quine researches.’”Related publications ↓

Other projects

Cellular automata · Formal methods

Langton’s Ant

One-black highways and exponential escape.

Two results for the classical ant: a Lean-checked proof that every state with exactly one black cell, at any ant position and heading, reaches the period-104 highway; and rational clocks proving that the ant leaves any n × n square within 8n·3n + 1 steps.

Both sit within the broader, still-open highway conjecture.

Astrodynamics · Megastructures

The Dyson Continuum

Reconsidering the shape of stellar infrastructure.

An exploration of the physical design space connecting Dyson architectures, with analytical and numerical models of solar-sail-supported, displaced orbits.

From a broad architectural idea to quantitative support conditions and low-latitude feasibility screening.

Publications

Papers, proofs & proceedings.

Google Scholar ↗

Talks

Talks, posters & events.

Writing

Notes from inside the loop.

All writing ↗

About

An engineer’s instinct.
A researcher’s curiosity.

I came to independent research through building systems. My engineering work spans distributed infrastructure, developer platforms, and AI adoption; my research follows questions that emerge when those systems begin to act, adapt, and reorganize.

Professional profile ↗

2023–present

Contentsquare

FDE Engineer

Advancing internal AI adoption through the Cloud Agent project. Unifying developer infrastructure and delivery practices across merged engineering organizations.

2022–2023

Heap

DevOps Engineer

Production reliability, Kubernetes infrastructure, and deployment systems through Auryc’s integration into Heap.

2017–2019 · 2021–2022

Auryc

Infrastructure Engineer · Beijing & United States

Distributed infrastructure for analytics: cloud-native systems, data platforms, scalability, and observability.

2013–2017

Tsinghua University

B.S. in Software Engineering

Get in touch

Let’s talk research.

For collaborations, research positions, or a conversation about Quine, artificial life, or self-organizing systems, write to me or book a time to chat.