Causality.Network
50%
average score over 2 application evaluations
An AI-driven, blockchain-based system for authenticating scientific data from IoT devices, ensuring data integrity and privacy in research, particularly for automated machine-to-machine experiments.

Machine-to-Machine AI-driven experiments autonomously recording on chain.

Causality.Network is focused on solving a core problem in science: Is the data authentic?

  • How do we know it wasn't falsified?
  • How do we know the equipment wasn't tampered with?
  • How do we know this wasn't just a data set generated by AI?

Causality.Network solves this problem by adding a blockchain-based layer to IoT devices combined with methods of data authentication (secure enclave signatures) and privacy (zK)

IoT devices are at the core of scientific research from wet lab research (e.g. bioreactors) to clinical trials (e.g. blood test machines) and more. There are weaknesses in the current system with the ability to easily tamper data or falsify it (the latter is a particular concern with AI being able to falsify large data sets that appear authentic). The inability to provide raw data is a major factor contributing to the reproducibility crisis in science.

Causality.Network is a dApp that integrates secure enclave signatures from IoT devices to prove data authenticity at its source. Data is then stored on or off-chain via zK ensuring data privacy. The dApp will run on open-source hardware such as OpenTrons and it will be used by scientists. Initial focus areas are neurotech through an open brain-computer interface device, synbio, and longevity through wearables.

As research moves towards full automation, this dApp will help usher in an era of Machine-to-Machine AI-driven experiments autonomously recording on-chain.

Video Presentation

Note: Causality.Network is the core infrastructure project being worked on as part of the MuseMatrix Fellowship

Causality.Network History

Explore projects

A green cryptocurrency initiative introducing a highly energy-efficient Advanced Bitcoin Chain and Wallet, with a unique mining algorithm offering fast transactions and reduced environmental impact.
A protocol for decentralized leverage trading via Uniswap, with margin borrowing from liquidity pools and on-chain order books for secure trading directly from any WEB3 wallet.
Cooperative rents luxury baby carriers, hosts workshops, educates on babywearing benefits, and introduces mothers to cryptocurrencies and sustainable economic models.
Personalize networking at conferences with Datalatte. Effortlessly find meaningful connections using AI while maintaining privacy. Enhance your conference experience and promote data ownership.
Nonprofit investing over $5 billion in cancer research and education, striving for treatment breakthroughs and equality in cancer care, significantly contributing to reduced cancer mortality.