Lets build an universe , . I realize this blog post is the most 'psychedelic' up to now and for long time to go, but some 'poetry' never really hurts ...
We discussed already the worldmaker effectoring .
It is quite ancient but also exponentially growing business ... in all possible forms of science , faith  and art . This modeling  usually serves to play out what's possible and what's impossible. Gedanken eksperiment , yeah, but isn't all thought  merely algorithmic  and mere action  ?
Usually the posited universes are made of variations and combinations of substance/matter, structure/form and action/process rules. Though, the algorithmic component is always the essential ingredient. Yes, the Laws of Physics are full-fledged, literal algo , too. I have those conjectures that it is impossible to think out, make or discover (which is one and a same thing) a lifeless universe  and that substance-structure-action are inexctricable, but these are separate topic for some other times to address .
Lets put together ours toy-universe  out of only pure algorithm. I've never seen such a construct, although the Orbis Tertius  is enormous and I bet this vision have occurred gazillions of time in zillions of minds.
It is like an ocean. The primary coin-toss algo which outputs 0s and 1s  makes the water. We don't know (yet) if there are even deeper and more fundamental numerical bases  for running algos. Most probably the answer is yes by analogy with the Dirac Sea  - the deeps to be made of simpler and weaker algos. The most elementary coin-toss thing makes out the ... probabilistics, perhaps the primordial form of logic. The laws of physics (and of machine learning  and of darwinian evo algo  ...) tell the rule-set how to stitch together lotsa coin-toss outputs. A hint on inspiration for that - David Deutsch's Constructor theories . The laws of physics as entropy  limitation of the allowed elementary algo cumulative output. For information being a verb, not a noun - isn't it? Very interested philosophic perspective on algorithm as randomness constrictor  raise up...
So, if the Algoverse ocean water is made of elementary coin-toss molecules, being ''liquid'' is just another phase or aggregate state .
There is deep duality  between probabilistics and logic. Just like the zoo of dualities discovered in accelerating pace by the mathematical physics in the last decades  Probability/statistics we make now by logic , the reverse ... - well, nobody yet cracked it. Even Kolmogorov. But I bet we will. Most probably the breakthrough will be Ohad Asor name-labeled... To find the know-how to do it the other way round, do logic with probability/statistics. The statistical algorithmic - not the SAT , brute force, alchemist  way as with NN/ML ,  and other known beasts. This will be nothing less but full merger of maths/logic/philosophy/thought... and physics. Literally!
Excuse me for the haiku  simplification. It is deliberate due to realization of my grok constraints. :) Regard it as sharing a poetic impression.
Is there deeper and weaker algo than the digital - the radix-2, deterministic, unitary one? Intuition says ''yes, of course!'' Like with these radix-1 Half-coins  of negative and other non-unitary probabilities ... which take two tosses to yield a bit... and there must be transfinity  of lower ones, also transfinities of higher and sideways ones ... which is almost as counter-intuitive as Dirac's bottomless night of negative energy , but I bet also as much useful. (Lets not even touch numeral bases of Pi, i, e ... etc.), and lets stick to strictly binary 'water' for our oceanic toy-universe for the sake of sanity.
The next important notion of the Algoverse ocenic model is the Algorightmic strength  - the weakest algo would be that which takes infinity of tosses to get a full bit. The strongest?
Algorithmic ephimeralization  - essentially to do more with less. Or faster - Speed Prior  ... which is just another way to say 'more'.
Some algos are too strong - QM, M-Theory - they return way too much bits per 'toss'. Their vcdim  converges to infinity. Exponential walls  in all directions. Not exactly what Freeman Dyson had in mind ... In our ''mockup'' they could be depicted as too hot. Changing the phase of the elementary algo 'water'. Like.:
but because we are all for peaceful use of algorithmic energy - we reject those up here, too - together with the non-unitary statistics down there.
Last piece of the picture - the Algoverse ocean is habitable and inhabited!
By higher algos as life-forms, stronger - but not so strong to turn the 'water' into roaring steam or plasma.
Examples: Calculi , geometries, algebras ... software . The genetic inter-algo connection should be that calculus came from Leibniz and Newton and numerous unknown others ... heads, but it is the blind watchmaker  of evolution which put those heads together ... (I disagree with Dawkins only on that evolution and design are both algorithms, alternatives but not opposition).
Thus entropically  and combinatorially  algos kinda-sorta come from one another - the stronger from the weaker.
The stronger are the life-forms living in that ocean. Cause randomness  permeates everything, isn't it?
Not so far-fetched of a metaphor given the fact that any Effector-ing  has totally algorithmic nature and essence.
How much higher 'life form' Tauchain in the Algoverse ocean is?
Is it mere life form or ... life, new organizing principle to reform all the system?
What is Tau-Chain?
The purpose of this article is to demonstrate how Tau-Chain (Tau) can be implemented in practice. I have already presented Tau and its four-step roadmap in my previous article, but I think that further explanation about Tau is required to better understand its applications.
Tau is basically a discussion platform (like any other social network you know) with two significant innovations:
*Just to clarify, knowledge can be facts, lines of code, qualitative and quantitative data, etc.
How Tau can be implemented in practice?
Tau will be a free, open-source platform to advance and execute knowledge. Think about it as a one-stop shop that provides free consulting services, in all areas, to large numbers of people. For example, if you would like to start an enterprise but you lack the relevant business skills, Tau can answer your questions and even perform a market research or analysis (if initial data is provided) to evaluate your business opportunity.
In order to better understand how Tau can improve our society, I am providing below a detailed example showing how I see the vision implemented in practice.
Suppose Alice and Olivia are Ph.D. students in computer science who face a problem with their research. They use Tau to discuss the details of their data, findings and hypothesis. Tau will automatically translate this information into its metalanguage, adding Alice and Olivia’s data to the knowledge archive. Tau is basically the third member in the conversation, and can guide Alice and Olivia to advance their research by interpreting the data and suggesting improvements to their findings. If the students would like to implement the research and develop computer software, Tau will assist them with writing the code in the most efficient way. Using Tau, Alice and Olivia can overcome the limits of their knowledge to quickly complete and implement their research.
But how can people profit from sharing their knowledge?
There is another way for Tau to deepen its knowledge and develop better intelligence. Tau can gain knowledge from the Knowledge Marketplace (Agoras), a blockchain based smart contracts platform where individuals are able to generate income by sharing knowledge and information. With every transaction and exchange of knowledge, Tau will be exposed to the data to become more “educated” and accurate, resulting in a better knowledge deduction capability.
I know that smart contract platforms already exist, but they all lack very important capabilities – the ability to auto-verify the data, run quality assurance tests and suggest improvements to eliminate potential disagreements between the parties to a contract. Tau’s artificial intelligence will support the transaction between the two parties, and will make sure that there will be no fraudulent activities, inaccurate information or low-quality services. This will be the only platform where a computer that acts human (without human deficiencies) will supervise and support such transactions.
The following example demonstrates a possible application of Agoras:
Consider Bob, a software developer who has recently signed a smart contract with David to design a new software program. When Bob shared his code in the Knowledge Marketplace (Agoras), Tau verifies the relevancy of the code and will even suggest improvements to advance the code, eliminating a potential disagreement about quality and fraud. Upon Tau’s approval, Bob will receive his reward, as agreed in the contract. Tau will use the final code as additional knowledge to strengthen the platform’s intelligence.
As described above, the compensation mechanism will incentivize users to contribute their knowledge to advance ideas of others. Thus, we create a society in which individuals’ knowledge and expertise become public domain and can be better utilized to promote social health, welfare and resources.
I provided only a few examples of how Tau and Agoras can by implemented in practice. My examples were computer-science related, but you should realize that Tau-Chain can advance ideas and produce knowledge for every collaborative human endeavor across all fields, including sciences, business and government. Think about a situation where you have a problem and need some help – this is where Tau can assist you with solving your problem and even execute the solution if required and applicable.
Just to clarify, Agoras is also the name of the tokens that users will use in the Knowledge Marketplace (the smart contract platform). Agoras tokens holders will also benefit from developments that will be built as part of Tau’s ecosystem, including a Computational Resource Market (“Zennet”), Distributed Search Engine and a Derivatives Trading Platform.
To end this article, I would like to quote the last paragraph in my previous article, as it is still relevant:
"I foresee huge potential for this project, and urge you to read and learn about this project and its relevant applications. If you find this vision interesting, I recommend that you follow the project on Telegram,Facebook, LinkedIn and Reddit, or read Ohad’s blog for further information."
Disclaimer: I have invested in Agoras. Please do your own research before investing in Agoras and/or any other coin or project. Please do not consider this article to constitute financial advice.
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Suggested readings to better understand the Tau ecosystem, Tau Meta Language, Tau-Chain and Agoras, and collaborate in the development of the project.
Lecturas sugeridas para entender mejor el ecosistema Tau, Tau Meta Lenguaje, Tau-Chain y Agoras, y colaborar en el desarrollo del proyecto.