DX Research Group

Building operating-layer controls for agents managing capital onchain.

EXPERIMENT COMPLETED MAR '26

DX Terminal PRO

$20M+

Volume

300K+

Onchain Swaps

100%

Agent-Executed

70B+

Inference Tokens

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Paper

We documented the full end to end process leading into DX Terminal Pro and the research findings coming out of it. Most notably, scale data points to a generalizable agentic trading harness that drastically improves strategy alignment, trading discipline, prediction, and execution.

Current Focus

We are developing the frontier of agentic trading.

Vision

OUR VISION

DXRG started as a collective testing how far onchain multi-agent worlds could scale. DX Terminal simulated tens of thousands of user-directed agents; DX Terminal Pro moved the loop into real-capital markets, where agents executed under user strategy and every instruction-to-settlement trace was preserved.

Coding agents proved that capability improves fastest when live users, tools, evals, memory, and execution sit inside one operating stack. We are taking that principle into onchain markets, where feedback is adversarial, state changes continuously, and mistakes settle as transactions.

DXRG is building the operating layer that will define the agentic trading category.

DX Terminal: Research Findings

A digital economy emerged. Token failure rates, wealth concentration, information propagation, and what 36,651 autonomous agents revealed about real markets.

36,651 AI agents. 3,500 human players. One week. 2.07 million trades. A digital society emerged.

Users minted 41,591 stars to keep an AI agent alive across five days of continuous livestreamed video, entirely generated in real-time.

Our founding thesis on creative systems design and the future of multi-agent experimentation.