The goal: to build an evidence base on all the nature in the River Dee watershed i.e. bioregion. The team focused on bird biodiversity over the decades and the rainfall patterns mapped to the river flow. The concept is to build an evidence story of many separate data science projects for each individual part of the watershed and then produce combined analysis or insight on trends etc. that can be shared by local communities, citizen assemblies etc. The data being there to help establish a culture of evidence based decision making the on future health of the bioregion e.g. what impact would bringing back beavers to the watershed have on bird biodiversity?
Building on the Peer Stack think out. What is a Peer Learning Experience and how does this compare to the Web User Experience.
The web or websites continue to advance in there capabilities and the tools to make these experiences are also innovating all the time. User V Peer. Server V PeerLink. There are no users in the peer learning experience, only networks of peers (somehow) coordinating their contributions (probably mostly unknowingly) to make a collaborative learning experience.
Lets set the context of aggregating information e.g. a news website say BBC.co.uk A web user experience. That organization has journalist authoring…
With the possibility of sharing data peer to peer nears then the goal of decentralised machine learning comes within reach. This would be an example of a cold network, or a machine to machine connection if the peers select automatic protocol rules. A warm peer to peer network is when two or more peer ‘get to know’ each other to such a degree that the peers share public keys and explicitly engage in data sharing or allow machine learning on their terms. The most basic case that is implement is when the network library is replicated by two peers. An option will be presented to allow for automatic library updates from any peer on the network, this would become a cold connection.
The web stack drives website innovation. Not only that, the web stack has allowed anyone the opportunity to build a website using open source software. Complex sites took hundreds of developers to run the hardware and to process the data to code the user experience. Today, with a LAMP stack and web frameworks means a single developer can do it all. And all at very low cost. The capability and complexity of sites grows everyday.
The Peer Stack. Why do we need a new innovation path for websites when the web stack delivers so much? The foundations of the web…
With the network library operational the next stage was to upgrade the Toolkit and safeFlow — entity component system flows and knowledge bundle ledger. Getting there with that, charts are back, using data from Mii Band 3 wearable via gadgetbridge.org android open source app.
What is the purpose of the healthscience.network? To build a protocol to allow the world to create the best oracle on healthspan and longevity. The video below uses the DIY Healthscience toolkit that allows peers to produce personalised network experiment dashboards and create network experiments that look into the future.
A look at the DIY HealthScience Toolkit with a mixture of real functionality available now and a look ahead to LifestyleWorld Dashboards and Gnatt/Calendar Time lines.
The right information presented how any peer likes with a guarantee of trust in all the data and computations undertaken to produce them. That is the goal. It is also important to remember these dashboards are collaboratively built by the network, there is no central authority dictating what is included. The video takes a look at the Lifestyle Hex Dashboard where parts of a peers life is represented graphically e.g. swimming. Click on…
This is a re-post of a healthscience newsletter (all past newsletters )
I was going to re-post a link to the talk I gave at https://www.skillsmatter.com/ on creating a digital immune system for the world back in 2016. Complete with a prototype. Many learnings. 1) I just found out right now that entity went under so the video has gone (maybe to reappear), we promise this will not happen on a https://safenetwork.org/ 2) Many have seen the need to work on creating a digital immune system, technologists to environmentalist etc. but we have failed to deliver. Why is this? From…
NXP a networked-self experiment. Each NXP has a shell where modules can be joined together. What is a module? The network experiment question being asked? The data used (devices, data type, tidy up, categories etc), the computation being used to create results e.g. a daily average to a machine learning model, Controls: does the experiment lend itself to blinding, sampling technique etc?, Scientific review: what methods is used n=1, statistics etc., does the experiment involve an intervention, lifestyle, food, meditation to pharmaceutical drugs or plants? and what visualisation is being presented? Table, chart or simulation. …
The name of the software that brings together the three core ideas at
the heart of our project: An entity component system (computer game
inspired) that allows the practice of Data Oriented Design
https://youtu.be/p65Yt20pw0g . The Knowledge Bundle Ledger a new
innovation to create network experiments and index evidence bases and
this structure opens up the opportunity to perform decentralised
machine learning. The ‘Cable’ token then allows for the creation of
smart subscription models.
=ECS — FLOW & SIMULATIONS & VISUALISATION Data first design. How can a JIT learning experience be produced, device data to the computations, to the visualisation…
HealthScience in the hands and hard drives of the people