DESCRIPTION OF ALGORITHM BIAS. Data in Data out, Rubbish In and Rubbish out, Corruption in and Corruption Out . And NZ willingly commits climate fraud.

Algorithm Bias is described as systematic and repeatable errors in a computer system that creates unfair outcomes, eg privileging one category over another. Algorithms can be simplistic or complex. They are tiny pieces of invisible code that perform calculations that power machine learning. There are many types of bias for example  sample bias, prejudice bias, measurement bias and exclusion bias.  Algorithm bias are caused by the people that create them, that write algorithms those that choose the data used for the algorithms, they choose how to apply them as to the results required of the algorithms. Its easy for people to determine conscious biases which automatically perpetrate the end result required, for whatever purpose needed. For example- information bias, selective bias which equate to the distortion of research. Biases affect decision making, policy making may be – survivorship bias, confirmation bias, framing bias, group think bias.

There are of course other biases such as – Invisibility, stereotyping, imbalance, selectivity, non-reality, fragmentation, isolation, linguistic, cosmetic all are namely biases. A Linear Algorithm has the highest bias. Linear Regression an to error that is introduced by approximity of a real live problem which maybe complicated. Linear models can introduce bias, make output easier to understand.

What about Climate Model Bias:- Errors in climate modelling is caused by a range of factors for example- spatial resolution (large grid sizes), simplified thermodynamic processes and physics or incomplete understanding of the global universal system. Limitations of climate models as predictions of climate is incomplete, the climate systems imperfect ability to transform knowledge into accurate mathematical equation. Climate models inability to reproduce important atmospheric phenomenon. That natural variability is still the dominant uncertainty in predictions. Uncertainty in Climate projections, predictions ,

Are they taking into account volcanoes, even dormant ones gives off gasses, what about El Nino and the North Atlantic Oscillation? Climate models are imperfect tools, control mechanisms, used for the purpose of social & behavioral re-engineering. To replace the global economy, to de-growth to promote tribal feudalism. To take us back to the dark ages.  Climate simulations differ from reality. Simulated clouds, surface atmosphere and representations of soil & vegetation in climate simulations models are to small. Climate models predicting our future,  determining our lives for us. Plundering New Zealand, plundering, destroying the livelihoods of farmers worldwide.

The complex nature of the climate system is too difficult to determine the exact impacts that change will be at different locations at different times.  Uncertainty increases the level of fear- climate doom and gloom. Rising seas, the scorches earth.  Equates to uncertainty, biased algorithms consequently data in-data out and rubbish and rubbish out. .No-one can be certain of the natural climate ability but the climate scientists know for certain what algorithm biases they are using. Question- who is creating the invisible tiny codes that make up for Algorithms and for what purpose will they use the end result for-..who benefits. Who are the winners and the losers.

Its not possible to determine the future by emission. Carbon offsets are a scammers dream and is largely a sham, a massive fraud.  On the 23^rd March 2022,The Guardian on Australia’s carbon credit scheme reported is largely a scam  says whistleblower. Professor Andrew McIntosh said the system gives credits for projects such as regrowing native forests after clearing, is a fraud on the environment, taxpayers and consumers. Prof Andrew McIntosh is an Environmental Law and Policy expert a former head of the Governments Emission Reduction Assurance Committee. He launched an extraordinary attack on the scheme, saying the govt had wasted $1 billion in tax payer funding.

3/5/2016 Multi-billion Euro Carbon Trading Fraud Trial Opens in Paris , this was called the heist of the century.

The SpinOff News ‘Dodgy deals with Climate Fraudster-NZ’s role in the junk carbon scam. Alongside Russia and Ukraine, NZ is complicit in a carbon swindle, and NZ’s reputation is at risk, write Geoff Simmons. 18^th April 2016. NZ was willing and able to participate in a wholesale climate fraud. The short story is that Ukraine and Russia found loopholes in the International rules for carbon trading. The loopholes allowed them to create millions of carbon credits that had no environmental benefit whatsoever- they were simply fraudulent. Other countries cottoned on, stopped dealing with Russia and Ukraine Incredibly New Zealand ended up being the largest customer of these climate criminals because our government was the only one that accepted their dodgy wares. The scam used was claiming for carbon credits for projects that had already happened.

Examples -after the Soviet Union downfall Ukraine was left with large rock piles that still contained coal. Occasionally these piles caught fire, releasing carbon emissions. In 2012 the Ukraine started claiming carbon credits on the basis that they would remove the coal from the piles and put out fires. Trouble was they already removed the coal four years earlier, they even lied about how much coal was involved. In 2012 Europe and NZ got increasingly suspicious of what the Ukraine & Russia were up to. NZ made noises about banning these dodgy credits in April 2012, the minister then was Tim Grosser, he claimed “there is serious danger of NZ essentially exporting capital for no good reason”

Backroom negotiations took place with their coalition partner ACT CHANGED THEIR MIND. July 2012 they left our Emissions Trading Scheme open to dodgy credits, claiming that our scheme should reflect the ‘international price”. By the beginning 0f 2013 Europe had banned the trade in these dodgy credits, leaving New Zealand as the only willing buyer. One must question “How was it as NZ Govt stated “the international price”?

The International Price of fraudulent and environmentally worthless carbon credits. At one point falling as low as 15 cents per tonne. The price of carbon credits in 2011 was around $20 per tonne. That price was a sufficient  incentive to plant trees so back in 2011 NZ had no need to purchase International units to cover our emissions. When the price of carbon crashed, nobody bothered to plant tree’s, everyone bought the dodgy carbon credits instead. NZs emissions soared. Meanwhile polluters profited and ordinary Kiwi’s got ripped off. The details are in the report.

NZ rapidly became the largest consumer of these fraudulent foreign credits. Over a quarter of all  NZ emissions between 2008-2002 ended up being covered by dodgy carbon credits. 99% of NZ emission reduction units came from Russia and the Ukraine.  In  2015 a review by the Stockholm Environmental Institute found that 89% of Ukrainian projects were of questionable or low environmental integrity, as dodgy as hell. NZ tax payers ended up with the govt sending around $200million of their good money to these crims. The opinion in many circles that NZ Govt was knowingly an accomplice in this climate crime.  Stuff NZ reported August 16^th 2016 ‘Companies revealed over dodgy carbon credits’. Some of NZ’s biggest businesses including BP, Z Energy, NZ Steel and Fonterra were named by the Morgan Foundation as buying dodgy carbon credits.  

A number of forestry companies were also identified as having purchased fraudulent carbon credits from Ukraine and Russia these include NZ Forest Leasing, Matariki Forests, Ngai Tahu Forest Estates and China Forestry Group.

James Shaw Greens co leaders said the govt should trade good carbon credits for bad ones to ensure the integrity of NZ’s global commitment to cut climate pollution.  The Morgan Foundation said the govt had stockpiled about 85-90 million units which would see the country through to 2020, but many of the units were fraudulent. Associate professor Euan Mason of the school of forestry University of Canterbury said “Our govt knew the imported credits were fraudulent. They knew that their policies allowed companies to act immorally, that many companies did act immorally.

NZ Herald also reported on 17^th April 2016 that NZ’s Carbon Credits Scheme A Farce’. NZ accused of cheating to fulfil its International Climate Change obligations. The Emissions Trading Scheme allows polluters to mitigate greenhouse gas emissions by buying carbon credits from companies such as the forestry industry. Polluters were able to buy carbon credits from other countries which had signed up to the Kyoto Agreement,. NZ was far the largest purchaser of Russian and Ukrainian carbon credits through NZ Emission Trading Scheme. This was a National led govt at the time

NBR Report Paul Bennet dismissed the Morgan Foundations recently released ‘Climate Cheats’ reports which highlighted the NZ companies that had bought carbon credits from Russia and Ukraine. The minister said the Morgan Foundation “Offered nothing new” It was accepted that the Stockholm Report had pulled the plug. All political parties behind the closed doors of Wellington knew the fraudulent carbon credit scam was happening.

NZ Geographic reported “Credit where none is due’ 12 companies profited from pollution using fake carbon credits from Russia. A Reports that back in the 1990’s NZ government assured that the country would trade (and plant) our way out of climate change. In 2002 Labor Govt announced the Emission Trading Scheme. The carrot being that businesses that reduce their emissions could sell their unused units. Those that had exceeded their allocated carbon credit would have to buy more.  Thanks to hot air the Emission Trading Scheme has removed NOT ONE GRAM of  greenhouse gas from the atmosphere.

The Government highly aware that hot air was killing its own ETS, however  the govt continued to flood the market, giving its own units to businesses for free. Fraudulent Carbon credits. In 2016 140 million emission units- 5years worth of activity remained still out there in 2020, doing absolutely nothing to avert climate change.

Where are they now? Its was said back them “when the price is right, they’ll  cash up their free credits whilst paying for their pollution. “Profiting from pollution”. As always the taxpayer picks up the climate doom and gloom tab. Come on people do you really believe in this climate doom and gloom bullcrap.  And here the govt is carbon tax on commercial and domestic rates, energy etc., And throwing the farmers under their own tractors, using them as the govts whipping boy.

Climate Change Bias’s are many. Data in and Data out. Rubbish in and Rubbish Out. Corruption in and Corruption Out. Tax payer money in and tax payer money out. We have become a disposable society. The NZ Govt plundering NZ.

CLICK ON THE IMAGE OF CHICKEN LITTLE TO LINK YOU TO MY RUMBLE VIDEO

https://www.nzgeo.com/stories/credit-where-none-is-due/

https://www.nzherald.co.nz/nz/new-zealands-carbon-credits-scheme-a-farce-says-morgan-foundation-report/3TPOX7WZFKM4TVYLCTBTIINTBA

https://thespinoff.co.nz/politics/18-04-2016/dodgy-deals-with-climate-fraudsters-nzs-role-in-the-junk-carbon-scam

https://www.france24.com/en/20160503-france-trial-multi-billion-carbon-emissions-trading-fraud-opens-paris

https://www.theguardian.com/environment/2022/mar/23/australias-carbon-credit-scheme-largely-a-sham-says-whistleblower-who-tried-to-rein-it-in

Gaia Goddess-(Mother Earth) teaches that an “Earth spirit”, goddess, or planetary brain must be protected.  It is this belief that fuels the environmental movement, sustainable development, and a global push for the return of industrialized nations to a more primitive way of life.

, Gaia has named Christianity as the obstacle to human evolution and our spiritual destiny.  A document mandated by the U.N.-sponsored Convention on Biological Diversity, the Global Biodiversity Assessment, explicitly refers to Christianity as a faith that has set humans apart from nature and stripped nature of its sacred qualities.

The UN condemning Christianity as the root of all ecological evil, the document goes on to praise Buddhism and Hinduism as they “did not depart as drastically from the perspective of humans as members of a community of beings including other living and non-living elements”.  Non-Christian religions are definitely favored by the global government as good stewards of Mother Earth.

Members of this “Green Religion” will all agree that the Earth is in a crisis state and this ecological emergency is the result of Christian traditions. Thus Progressive churches, Eco Churches worldwide, as well as in New Zealand are bastardizing Christianity

At the core of all environmental Eco-Socialist Marxist legislatgions, policies lives Gaia, Greek Goddess- Mother Earth. Why are Indigenous Peoples worldwide being used to be the leaders, voices of action for these Global Elitists? For more information please  CLICK ON THE LINK TO MORE INDEPTH INFORMATION IN THE ABOVE IMAGE THIS WILL LINK YOU TO MY RUMBLE VIDEO.

The immoral criminal acts of Socialism, Marxism and Communism.

Our post modernised world of critical theory, sexualizing and politicking of children in our schools.

What is it about socialism? It seems that the arguments against it, no matter how finely tuned, have to be made over and over again in every generation.

The example of the world’s most notoriously evil regimes, including Lenin and Stalin’s Soviet Union (the USSR, or the Union of Soviet Socialist Republics), Hitler’s Third Reich (“Nazi” is an abbreviation for National Socialists), Mao’s China and the present-day CCP (Chinese Communist Party, working for the socialist revolution), and many more horrific examples?

In general, socialism refers to the set of philosophical, political, and economic theories that extol communal ownership of property and the confiscation of private property to be disposed of by the state

I will generally treat socialism and communism interchangeably, since socialism is the broader category to which all communism belongs.

In his 1983 Templeton Address, Alexander Solzhenitsyn maintained that “the principal trait of the entire twentieth century,” and the cause of its many conflagrations, was that “Men have forgotten God.”

THE PLUNDERING OF NEW ZEALAND’

It is clearly evidenced that soon after the Local Government Act 2002 was introduced that there was a serious  legal loophole which actually blows Ardern’s biodiversity, eco-socialism right out the window of anticipation.

RNZ published several news articles in 2021 referred to this loophole that the government has deliberately ignored for almost 20 years, that has often bought to their attention by local council representatives and other water experts. RNZ news reports refer to ‘Trade Waste Water Breaches, literally hundreds of them in one year, some of these companies have breeched these trade  waste water consents multiple times in one year. Some of these companies are well known brand names and market themselves as ‘sustainability’. No company has been prosecuted or fined for leaching contaminants down drains.

RNZ  reported an amendment to close an loophole in the Local Government Act 2002 has been ignored by a succession of govts.

Christopher Luxon  was approached by RNZ, he had some choice words for these companies but has any political party done anything about amending this major loophole in the Act ?-NO.

Luxon replied “ Being a former CEO of Air NZ  and at Unilever as well, its quite shocking companies would breach trade consents. But Luxon does not let the cat out the bag that Unilever has been named multiple times in the news for plastic pollution. News articles such as  Nestle, PepsiCo and Unilever plastic pollution. ‘Conflicts, companies, human rights and water.(Link, https://www.world-psi.org › documents › research )

Three Waters–NZ Govt would not fix their own fkups so be real do you really trust them after-all like crooks they are robbing tax payer assets. Mining and oil production uses large amounts of water, and pollutes water … the drinks (and food) companies Coca-Cola, PepsiCo, Nestle and Unilever,..

Unilever named as one on the top companies in Indonesia for plastic waste pollution along with Santos, Jaya Abahi and IndoFoods (LINK  https://www.theindonesia.id › ..2022  )

There was a drafting error in the law which meant the regulations of the Local Government Act that has caused the problem of companies polluting water ways for almost 20 years.  Regulation to fine, prosecute companies therefore could not be written. It was a drafting error- governments fault perhaps we should throw them under the tractor instead of the farmers.

Mahuta was approached by RNZ, she responded saying “ the new water regulator Taumata Arowai would be looking at ways waste water is treated”. In another interview Mahuta.the polluter referred to an educational approach to these companies that breach trade waste water consents. She also said it would be at least another two years before the new waste water regulating body tackles the problem”

Use this response by Mahuta and all those other political cronies in cesspit of Wellington, this will surely give you some idea that Three Waters is already a problem in the making.

RNZ named some of the companies in one of their news articles that have breached trade waste water consents- Talleys, Ernest Adams, Yoplait are just a few of the hundreds of companies that have breached trade waste water consents in just one year. Some companies have dumped toxins, high nitrates, ammonia, chemicals, blood and yellow yukky glob down drains.

This includes bakeries, supermarkets and other businesses. A lot of gunk over almost 20 years. Dumping contents of grease traps. Some of the biggest manufacturers and brands discharging contaminants, many of them are dangerous, and some have breached consents multiple times.

RNZ reported they had obtained data from 68 city and district councils that revealed a grim pictures of non compliance of trade waste water consents of at least 267 companies

RNZ 5^th February 2021 news article referred to a description of some of the evidence they were provided with “blood red water and globs of yellow animal fat, greasy liquid clogging filters and coating ultraviolet lights used to disinfect the effluent. These same scenes were being played out right across NZ. An expert reported that even once treated, the waste being dumped can destroy biodiversity, choke rivers, wreck havoc on marine life. Some company’s have dumped toxic chemicals, eg., ammonia, sulphides into sewers. RNZ reported that in Timaru every trade waste water  holder had  breeched consent conditions.

In Hawkes Bay 6 out of 8 companies breached consents, companies that call themselves sustainable such as ‘the sustainable fishing company Sanford’, DB Draught Brewery, frozen food manufacturer-McCains, Heartland  Potato Chips, Medallion Pet Food, the Wallace Groups rendering plant and Sth Canterbury By-Products.  In Palmerston North 8 out of 9 consent holders breached consents multiple times, including 2 sites belonging to Fonterra, Goodman Fielders Ernest Adams and Yoplait factories also the largest Maori owned fishing company in NZ “Moana NZ’

RNZ revealed that no every council keeps track on consent breaches & not every council is transparent.  In several regions its hard to get an accurate picture on how companies behave because some councils do not have rules about what is dumped in the sewers, some rarely monitor dumping, some companies are left to manage this themselves. RNZ also reported that Auckland Councils Watercare services which manages the largest wastewater network in NZ refused to answer questions posed by RNZ about companies breaching consents. They responded ‘for privacy reasons’

The point is the government is hugely  responsible for the serious issues of toxins, contaminants and  dangerous chemicals being dumped into sewers and drains because they deliberately let this happen for almost 20 years. They ignored this serious problem time and time again. Despite all of this dumping of contaminants RNZ reported ‘ not one company has been slapped with fines or prosecution’. Some companies that are breaching their trade waste water consents are also potentially costing rate payers, tax payers a heap of money

Because for instance ammonia and other chemical eat away underground concrete pipes, damage public infrastructure that has to be paid for my rate payers. One trade Waste Water expert reported that industries have deliberately pushed their consents so close to the mark to maximise shareholder value. This expert said that  “trade water is usually a lot more toxic than other things can have a major impact, it can kill rivers” and “chemicals poured down the drain can produce sulphuric acid which can dissolve concrete infrastructure. Expensive infrastructure that’s put in the ground at a minimum cost of $5,000 per metre, is now being eaten away. “ That pipes have burst, there have been situations where vehicles and people have actually fallen into pipes which have collapsed under the ground”.  He said that “Contaminated waste water can kill microorganisms inside a waste water treatment plant and suffocate creatures in the waterways where its eventually discharged, as contaminants which suck  up all the oxygen.

Nanaia Mahuta has held this portfolio since 2017, when asked about this serious issue she told RNZ “I ‘will  have to seek some advice” and “this concern has only just been raised with me” Her reply 10 days later to a LGNZ plea was “While I recognise the law is not working as well as it could, it is not clear to me that infringement offences are always effective in changing behaviour”. Mahuta said ”Bylaws give councils flexibility to establish rules suited to their circumstances in order to control behaviours in public places. It is my view that careful consideration should be given before extending powers” Mahuta’s key adviser, Michael Lovett, Dept of Internal Affairs Deputy Chief Executive was also unconvinced a law change was needed. He said “Why change the legislation when you can change the infrastructure”. Precisely, no accountability and no transparency, accept no responsibility. No instead they throw the farmers under their tractors, use them as the govts whipping boy, but allow serious polluted shit in drains and sewers that escape into rivers.

Nanaia Mahuita and her ‘Three Waters Reform’ how in hell could anyone trust this govt, almost 20 years of shit, toxic chemicals, contaminants and successive govts ignored this. Nanaia Mahuta and her Three Water Reform- Mahuta the Polluter. Never mind the insanity of the Fart and Belch Tax the general public need to get wind of this.

And what does Mahuta say about the new waste water regulator -Taumata Arowai that’s been created to oversee reforms of the Three Waters Reform. Oh, they won’t be tackling this trade waste water pollution for another 2 years at least. Said Mahuta the Polluter  Well its been almost twenty years now, whats another 2 years. It was reported that some trade waste water officers have had to stand down and when they would not, they have been moved out of their jobs. I have provided links to the RNZ news articles on my website.

Lastly one of RNZ news articles named companies that had breached their  trade waste water consents, including one company that  discharged too much contaminants. Discharged too much sulphide, zinc, chromium and ammonia. RNZ referred to 267 breaches to trade waste water consents in one year. Remember the Labour Govt, Aunty Helen when she tried to introduce the fart tax several years back. National MP Shane Ardern driving the tractor up the stairs of Parliaments

I had to laugh after reading the Rural News on Fart Tax where one person said that vegans and vegetarians in the country should pay a greater tax contribution under the ETS “By eschewing high quality meat proteins for a bean based diet, they will be adding considerably more to global emissions”. Note: An article published on the fraud on the European Union Emission Trading Scheme, that the ETS scheme has grown in size and value and has become an increasingly attractive playground for fraudsters.

The Guardian reported that Australia’s carbon credit scheme ‘largely a sham, says whistle-blower who tried to rein it in. Prof Andrew MacIntosh said the system, which gives credits for projects such as regrowing native forests after clearing, is a fraud on the environment, tax payers and consumers. He described the govts emission scheme overseen by the govt and the clean energy regulator as ‘largely a sham’, as most of the carbon credits approved did not represent real or new cuts in greenhouse emissions, describing the fraud as hurting the environment and wasting a billions dollars of tax payer funding. MacIntosh is an environmental law and policy professor at the Australian National University.

Ardern continues to be seen as the world  eco socialist leader if this Fart and Belch Tax comes about NZ will be the first country in the world to charge farmers on this insanity. The payable amount will depend on how much stock the farmer owns and the size of the farm, the type of fertilizer used.

NZ relies on the meat and dairy industries for our economy. However it appears that the  Eco Socialist globally are looking at Ardern as their leader with her Wellbeing Budget, 4^th year running and her happiness indicator index. This is none other that destructive strategies for the degrowth of New Zealand. Transformation for a Red-Green Future.

Productive forces that are really destructive forces, destructive Marxist strategies. You will own nothing and you will be happy. The plundering of NZ.

Land grabs, Water Grabs, Water as an algorithm on the stock market. Follow the money, always follow the money. Massive exploitations of populations worldwide. NZ the outpost of the UN and the guineapig state of the world Economic Forum

No Farmers No Food.  Time to speak out about this hypocritical government that deliberately attacks farmers as they have been highly influential players in mass pollution and huge infrastructure costs over almost twenty years because they deliberately ignored the serious problem that the drafting of the Local Govt Act loophole was never amended

Why Not??????

And why should we replace a free-market enterprise economy with a multistakeholder corporate one that destroys the farming industry and small businesses?

PLEASE NOTE: Again I add that the people are the solution. The solution are the people. There is no such thing as democracy in New Zealand. New Zealanders are living in a democratic deficit. I urge the people of New Zealand to talk with minor parties who have established themselves as political parties for the coming NZ General elections – 2023 to speak with them about adopting a policy that gives citizens end decision making rights.. ‘A Citizens Initiated Binding Referendum. The Citizen Initiated Referenda Act in Non Binding therefore no matter how many signatures you have that support your issues and concerns you have no end decision rights. All end decision rights belong to the government. Carol Sakey. ‘WakeUpNZ’

https://www.theguardian.com/environment/2022/mar/23/australias-carbon-credit-scheme-largely-a-sham-says-whistleblower-who-tried-to-rein-it-in

https://www.rnz.co.nz/news/in-depth/435111/revealed-the-companies-dumping-contaminants-down-the-drain

https://www.rnz.co.nz/news/national/435153/waste-water-breaches-government-urged-to-amend-law-to-allow-companies-to-be-fined

https://www.rnz.co.nz/news/in-depth/435110/the-companies-who-breached-their-trade-waste-consents-r

https://www.ruralnewsgroup.co.nz/rural-news/rural-opinion/hound/fart-tax

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