Personal Compute

Personal Compute ... AGAIN

The massive injection of compute power by Private Cyberspace into the general population improves every aspect of modern life from personal dignity (how you value yourself and how others value you) to national security (wars are won by the industries at the back as much as on the battlefields at the front).

Similar to what the microprocessor did 50 years ago (which gave birth to Apple, Microsoft etc.), Private Dataspace enables the massive global decentralisation of computing.

The new compute capability is like another dawn of Personal Computing ... people can once again build up their information spaces freely just like renovating their physical spaces at home!


However, the most exciting new capability is not just working on your data yourself, it is working with others.

Private Dataspace takes advantage of the latest technologies (homomorphic encryption for trust, artificial intelligence for ease of use, mesh routing for connectivity etc.) to promote collaboration between Private Dataspaces, so they can work together to solve the most intractable problems facing humankind.


You can now take advantage of your newly acquired ownership over your data to gain unprecedented productivity and security e.g.

  1. receiving data income (previously taken by cloud platforms)
  2. analysing detailed data deeply (previously not possible on cloud platforms due to privacy reasons)
  3. interacting directly with people safely (previously you need to go through cloud platforms)
  4. etc. etc.

The benefits of transforming an user to an owner by delivering compute to data are virtually endless ...

Most people are already aware of the many problems with cloud platforms e.g.

  • cloud platforms know more about users than the users themselves
  • cloud platforms controls almost every aspect of their users' lives
  • user data are building up cloud platform assets instead of users' own assets

The problem was the lack of practical alternatives to existing cloud platforms. A problem that Private Dataspace has been designed to solve.

Current AI Problems

To err is human,
to err a thousand times is AI.

Deep Learning based Artificial Intelligence requires massive amount of data and compute power, fitting perfectly into the existing Cloud Computing model, substantially worsening the already massive Digital Inequality caused by Cloud Platforms.

1.1. AI deciding who to Kill

Artificial Intelligence (AI) is starting to be used to pick targets instead of just destroying targets. This is no longer about AI killing humans, this is about AI deciding who to kill.

That is AI is being used across the full spectrum: as the police, the jury, the judge and the executioner.

As Microsoft gave ChatGPT a boost in funding it fired all AI ethics staff, the opposite of what is needed to responsible use of AI.

Your Private Cyberspace's AI capabilities are fully controlled by you for more private and hopefully less violent endeavours!

1.2. Not just Coffees at Cafes

How many people at the BrainWash Cafe in San Francisco know their faces were used to help develop AI technologies for foreign militaries ?

Partition AI Solution

Personalised Artificial Intelligence means higher accuracy and ultimate in privacy.

Your Agent is like your own AI personal helper to operate your cyberspace on your behalf. Training your agent like understanding your speech are done on YOUR device for your benefit instead of the cloud's benefit.

As if using your data in influencing your behaviour is not bad enough, now leaking your data could potentially cause you substantial harm.

Current AI developments are mainly based on machine learning, you need to feed it with your data FIRST, protecting your data is more important than ever before.

No matter how advanced an adversary's machine learning capabilities, it still need to get at your data - data that you can start protecting - NOW.

2.1. AI is about providing AI capability to the masses, so everyone can decide HOW AI impact their individual lives, instead of just been impacted upon en masse BY AI.

You can experience some of's AI capability with just ONE CLICK.


It can be used to scan most images - the your weight on your bathroom scale, the number plate of the bus you are about to board, receipt for a meal you just had etc.

AI Ownership

As machine learning acceleration of common AI software is made available on more commodity hardware (e.g. Tensorflow inference used to be accelerated only by Google's own Coral hardware, but now we can use OpenVINO on Intel hardware and TensorRT on NVidia hardware), everyday folks are increasing able perform AI operations that traditionally were only feasible in the Cloud on their own hardware.


source: prompt engineering