Clarification in the Ethereum White Paper - bitcoin

I was going through the Ethereum White Paper and it was mentioned that the scripting language implemented in bitcoin blockchain has a limitation of value-blindness and Blockchain-blindness (point 2 and 4 in the paper). I am finding it hard to comprehend what this means. It would be great if someone could help understand this with an example.
Value Blindness:
There is no way for a UTXO script to provide
fine-grained control over the amount that can be withdrawn. For
example, one powerful use case of an oracle contract would be a
hedging contract, where A and B put in $1000 worth of BTC and after 30
days the script sends $1,000 worth of BTC to A and the rest to B. This
would require an oracle to determine the value of 1 BTC in USD[Note
3], but even then it is a massive improvement in terms of trust and
infrastructure requirement over the fully centralized solutions that
are available now. However, because UTXO are all-or-nothing, the only
way to achieve this is through the very inefficient hack of having
many UTXO of varying denominations (eg. one UTXO of 2k for every k up
to 30) and having O pick which UTXO to send to A and which to B.
Blockchain-blindness
UTXO are blind to certain blockchain data such as the nonce and
previous block hash. This severely limits applications in gambling,
and several other categories, by depriving the scripting language of a
potentially valuable source of randomness.

Related

How to automate tokenomics research and data collection?

I want to create a tokenomics database.
I want to build a bot to automate data collection that answers for each token on the blockchain some of the questions asked and answered in this article.
I am a total newbie when it comes to blockchain. So, I have some basic questions.
Where is this information located? How did the author discover the numbers he quotes? Is there an API one could use to collect this information? (See update.)
Update: In writing this question, I discovered this Etherscan API. How might one leverage that API to obtain the tokenomics data I want?
Source [emphasis mine]
There will only ever be 21,000,000 bitcoin, and they’re released at a rate that gets cut in half every four years or so. Roughly 19,000,000 already exist, so there are only 2,000,000 more to be released over the next 120 years.
What about Ethereum? The circulating supply is around 118,000,000, and there’s no cap on how many Ether can exist. But Ethereum’s net emissions were recently adjusted via a burn mechanism so that it would reach a stable supply, or potentially even be deflationary, resulting in somewhere between 100-120m tokens total. Given that, we shouldn’t expect much inflationary pressure on Ether either. It could even be deflationary.
Dogecoin has no supply cap either, and it is currently inflating at around 5% per year. So of the three, we should expect inflationary tokenomics to erode the value of Doge more than Bitcoin or Ethereum.
The last thing you want to consider with supply is allocation. Do a few investors hold a ton of the tokens which are going to be unlocked soon? Did the protocol give most of its tokens to the community? How fair does the distribution seem? If a bunch of investors have 25% of the supply and those tokens will unlock in a month, you might hesitate before buying in.

Who dictates the 'global rules' of a Cryptocurrency such as block reward amount, how many zeroes the hash must start with, block size, etc?

I've watched a lot of Cryptocurrency lectures on how they work and I think I am about 75% of the way of understanding completely how they work. One question has been bothering me though.
When a miner solves a block, he gets a block reward made out of thin air. For Bitcoin this is currently around 12.5 BTC. What dictates this specific amount of money? Is the the locally ran software? If so, can't that be tampered with? Does the miner ask other clients what the current block reward amount is? If so how does it know it's being fed the right updated information?
Same goes for the number of zeroes found on the hash. If a miner finds a hash value like 00000000000000000000000000000000000000000000000000000000010101111110110101010101 he would then check how many zeroes it starts with. Let's say the current solve requires 30 zeroes. Who makes that rule? How is it updated? At what points does it change from 30 -> 31? Who makes that decision to increase or decrease it. What if one computer thinks it's 29 and not 30. What stops people from gaming the system?
Same with block sizes. What stops miners from sending blocks with increased maximum sizes? Would clients reject the block if they don't match a certain size? If so, how do they know what are the maximum amount of transactions? Who told them?
A single miner can tamper with a block as much as they want, changing block award or difficulty or double-spending, but such a block will not be accepted by the rest of the network.
Bitcoin network needs a consensus to accept a specific block. As long as more than half of the nodes of the network are "good" ones, the tampered block will be rejected.
This functionality is implemented by Bitcoin P2P protocol.

Blockchain: Nubits vs Bitcoin speed

I am researching about Nubits and Bitcoin, I realized Nubits is faster than Bitcoin! How could it be possible while Nubits implement on Bitcoin Blockchain?
It's possible because the consensus algorithm that is executed in Nubits is the Proof of Stake. These algorithm objective is to create blocks by consensus among the nodes of the network.
Bitcoin executes the Proof of Work algorithm to achieve consensus. Each node tries to find a nonce to create the block with a valid hash, i.e. a hash wich is smaller than a predefined number. The predefined number allows Bitcoin to control the average time that is needed to create a block. The predefine number or difficulty changes to maintain an average time of 10 minutes to create each block.
However, other implementations of Blockchain use other algorithms. For example, Hyperledger Fabirc uses the PBFT wich achieves the consensus in 10 seconds, i.e. creates each block in 10 seconds.
Nubits, like other implementations of Blockchain, uses the Proof of Stake. Proof of stake is a different way to validate transactions based and achieve the distributed consensus. It is still an algorithm, and the purpose is the same of the proof of work, but the process to reach the goal is quite different. Unlike the proof-of-Work, where the algorithm rewards miners who solve mathematical problems with the goal of validating transactions and creating new blocks, with the proof of stake, the creator of a new block is chosen in a deterministic way, depending on its wealth, also defined as stake.

How to secure new public proof of work blockchain?

I am fairly new to the bitcoin and blockchain technology and have recently started reading about it. So my understanding and the question bellow may not be very accurate.
As I have understood so far, proof of work is the basic building block for a bitcoin block chain and because of it, an attacker will have to produce more than 50% of the total compute power (i.e control more than 50% of the nodes)
in order to manipulate the block chain by being able to produce longest block chain consistently.
Now bitcoin guys were bit lucky as they were the first and nobody paid attention in there early days. Once bitcoin gathered momentum, number of honest nodes become predominant and system became inherently secure.
But now, how someone can start a new public blockchain (for completely different application) safely ? Because, if a new blockchain is floated with few mining nodes,
any attacker can come with more compute nodes and hijack the blockchain as there are small number of honest nodes.
it depends on what you want to do. There are many implementations of Blockchain, each of them has its objective. Bitcoin was the first implementation of Blockchain. Bitcoin is a cryptocurrency and like Bitcoin, there have been developed many other cryptocurrencies.
However, the Blockchain technology would be useful to many things: for example, to control the vote in a distributed way in the elections. Because of that, there are many implementations of Blockchains.
Hyperledger Fabric is a private Blockchain, where the acces to it must be controled
Ethereum is a public Blockchian to transfer assets. Anyone could create his tokens and start using them through the Ethereum network. So, you will use an existing Chain and attackers couldn't hijack you. I think that this would be a great start. If I were you, I'd continue reading this.
To avoid the attack you are describing (51% attack), where existing miners hijack a new network there are a couple ways to avoid this.
Merge Mining
The smaller chain includes block data in the larger chain (e.g. Bitcoin) so the blocks are mined with the hashpower of the larger network.
Change the hashing algorithm
For Bitcoin, two rounds of SHA256 is the hashing algorithm. Because there is so much mining power, it is possible to get attacked fairly easily because Bitcoin miners can just point their existing miners to the small network long enough to execute an attack, and then switch back. This happened to Bitcoin Gold recently. So, use something other than SHA256 where there is already a lot of hashpower in terms of hardware out there.

Stopping fraud by looking for patterns in data

What applications are recommended for SQL Server auditing and, more specifically, fraud investigations?
I need a tool that allows an end user to correlate data values to find fraud patterns. This tool must allow tuning as needed to reduce false positives.
It's also important that it be fairly intuitive. Ideally, once in place it would allow an end user unfamiliar with SQL to interface with it directly and customize using a GUI interface.
Suggestions?
It varies from simple business rules - user of type X aren't allowed to change discounts, no more than N uses of a coupon.
Through to some very clever Bayesian inference engine stuff that finds customer X's surname is the arabic translation of Mr Y's name who signed for him as a mortgage guarantee and they claim different home addresses but in the same zip code. This stuff gets very '6figure' pricey
Data-mining is used by law enforcement and credit card companies to stop criminals. There are patterns in large data sets that can reveal a greater motive. The more data the law enforcement has, the better they can track down the criminal(s).
You want to gather as much data as you can about a crime that may happen. This means you want to run a Network Intrusion Detection System (NIDS) on the Database's network. Snort is a very good NIDS and its free and open source. You wan to provide as much evidence of a crime to law enforcement and the FBI will LOVE your snort logs. I say when because its only a matter of time.