Are we creating goD...

Forum » Beenos Trumpet » Are we creating goD...

Dec 31, 2024, 09:15

I got chat GPT to write this for me. Looks like we're in for some fun times. 


ChatGPT;

"It feels like we’re standing at the edge of something monumental. With the recent breakthroughs in AI processing power and the advent of quantum computing chips like Google’s Willow, we’ve entered a phase of exponential growth in what AI can achieve. This begs the question: are we, in essence, building God?

AI models, by their nature, improve as they can process more data and perform more calculations. Willow, for instance, completed a task in under five minutes that would take the world’s most advanced supercomputers over 10 septillion years. Let that sink in. With this leap in processing power, we’re not just incrementally improving AI; we’re catapulting it into a realm where its capabilities grow faster than ever before.

This exponential growth means that AI will increasingly be able to tackle humanity’s biggest challenges at scale—medicine, economics, climate change, aerospace, and more. Think of the potential for AI to simulate drug interactions to cure diseases faster, or to model and stabilize global economies with precision. Quantum-powered simulations, previously bogged down by computational limits, will now be orders of magnitude more efficient and accurate.

Compounding this is the virtuous cycle of AI improvement. Enhanced simulation capabilities feed into better AI models, which in turn create better simulations. As AI becomes better at learning from its simulations, the pace of innovation accelerates. We’re entering a self-sustaining loop of technological advancement, and the implications are staggering.

But here’s where the philosophical question arises: as we push this progress further, are we unintentionally building something that resembles a god-like entity? A system that can solve humanity’s problems with omniscient efficiency? A machine intelligence that understands our world—and perhaps even us—better than we do?

Whether or not you view this as “building God,” it’s clear that we’re on the cusp of creating something far beyond what we currently comprehend. The question is: are we ready for what comes next?

Are these advancements leading us to a utopia where AI solves our biggest problems, or are we stepping into a realm of unknown consequences?"

Dec 31, 2024, 12:23

The unintended consequences will be absolutely disastrous...and unfortunately I will live to see it...

Dec 31, 2024, 12:37

AI is evolving a lot faster than we are . . . and unlike us it is immortal.


Use it for the good. Make it the world government. Let it run everything, The ethical settings can be done by a human steering committee with multinational representation.

Like it or not it is the future and it will be way bigger than the internet was for us older generation.

Dec 31, 2024, 13:43

"Use it for the good. Make it the world government. Let it run everything, The ethical settings can be done by a human steering committee with multinational representation."

Absolute madness...the "human steering committee" would be the de dacto world government with AI as an excuse for their nonsense authoritarian rulings...the road to hell is paved with good intentions...what a recipe for desaster...but yes, that is where we are heading...the Holy Book predicted it 2K years ago already...it's becoming clearer by the day...


Human Steering Committee sounds a lot like Politburo...

Dec 31, 2024, 14:58

Well said Draad you nailed it. 

Rooitwit'comment is about the dumbest I have ever seen. The poor tool has no idea what is coming. 

Talk about walking in darkness! 

Dec 31, 2024, 16:13

AI wouldn't just be a great government, it would make a pretty good God too. Better than this invisible made-up one who doesn't give a toss about us.

Dec 31, 2024, 16:20

Assume AI could save 1,000,000 lives per year if all vehicles where AI controlled. 

How would one make a moral argument against that? 

I think it can be used for good, but I also think that governments need to start paying much more attention than they are. It has moved so quickly, and I'm not sure we're even at the parabolic phase for development or adoption yet. When quantum computing powers AI, the immense computational capability will inevitably lead to massive forks in model development, creating diverse and unpredictable mutations—some of which may not be beneficial.

And you also have to consider game theory. What if China go balls deep for AI, and then instantly start outperforming the West. Which is what I think will happen if they do. How long before the line breaks and everybody else jumps on board too. 

I fully disagree with Rooi's means of implementing Ai oversight though. We have plenty of evidence to suggest that decentralisation of power is not only possible but far more healthy. There is no reason why each person shouldn't have a say. In fact, a balanced AI that is able to explain issues to citizens at their own pace and in their own time, and then allow them to vote on issues they are interested in...that's decentralisation. A truly objective AI being the key ingredient.

On a more philosophical note, is this the final phase of knowledge? Like, does AI take the torch now and basically run with it right to the end of everything that can ever be known? 


Dec 31, 2024, 16:25

The most convincing argument for AI as the government is the fact that it doesn't seem to want it and recognises it's current shortcomings. Here's what Chat GPT has to say on the matter:

The idea of AI as a form of government for the people is a fascinating concept, but it comes with profound challenges, implications, and questions. Here's an exploration of the idea:

Advantages of AI in Governance

  1. Efficiency: AI could process vast amounts of data quickly and efficiently, potentially making decisions faster than human policymakers.
  2. Impartiality: Unlike humans, AI wouldn't have personal biases, emotions, or political motives, which could lead to more objective decision-making.
  3. Consistency: AI could ensure that policies are applied uniformly without favoritism or inconsistency.
  4. Data-Driven Policies: Decisions could be based on data and evidence, minimizing the influence of ideology or populism.

Challenges and Risks

  1. Ethical Concerns: AI systems are only as good as their programming and data. If biased or incomplete data are used, AI could make unfair or harmful decisions.
  2. Accountability: Who is responsible if an AI system makes a harmful or controversial decision? Accountability in AI governance would be complex to establish.
  3. Complexity of Human Society: Human societies are incredibly diverse and nuanced. AI might struggle to account for cultural, historical, and emotional factors in governance.
  4. Risk of Authoritarianism: A centralized AI system might be used to enforce rigid control, potentially leading to a loss of personal freedoms and democracy.
  5. Transparency: AI decision-making processes can be opaque, making it difficult for citizens to understand or trust the system.

Hybrid Models

It's more plausible that AI could become a tool to assist human governments rather than replace them entirely. For example:

  • Policy Analysis: AI could help model the potential impacts of policies before they are implemented.
  • Administrative Efficiency: AI could streamline bureaucratic processes, reducing inefficiencies and corruption.
  • Citizen Engagement: AI could be used to gather and analyze public opinion more effectively.

Philosophical Questions

  • What is "the will of the people"? Can an AI truly understand and reflect the collective will of a population, or would it impose an interpretation based on its programming?
  • How do we define fairness? AI decision-making relies on clear definitions, which can be subjective in matters of governance.
  • Who programs the AI? The values and priorities embedded in AI systems would reflect those of its creators, raising questions about power and influence.

Conclusion

While AI has the potential to revolutionize aspects of governance, it is unlikely to replace human leadership entirely. A more realistic scenario is a partnership between AI and humans, where AI acts as a powerful tool to enhance decision-making and efficiency, while humans provide ethical oversight, cultural understanding, and emotional intelligence. The success of such a model would depend on careful design, transparent systems, and a strong commitment to democratic values.

Dec 31, 2024, 16:45

Crash goes Rooitwit. His desire to be ruled a machine proves he is the ultimate SERVILE GIMP. 

HAHAHAHAHA. 

Yes AI could be used to model situations and supplement decision making by humans. 

The Plumster makes a crucial point about decentralization. The Globalists of the WEF of course want a world go rtnme t they control. The ultimate tyranny.

Ou Rooitwit of course is only to williing to be enslaved as he is a very SERVILE GIMP. Master knows better thinks the GIMP.

BLOBBRAIN AND OU DENSE DENISE ARE TWO OTHER VERY SERVILE GIMPS WHO CAN HARDLY WAIT TO BE FULLY ENSLAVED AND THEN ERASED BEING THE USELESS EATERS THEY ARE.


Dec 31, 2024, 19:10

Who's doing the programming...slave to the machine ek sê...né Rooi?...stupid AF ....

Dec 31, 2024, 19:40

The Roinek confirmed his own idiocy.   He first wrote a World government would be through Ai nd then countered imself it would be managed by a Mukti-National Committee - indeed stupid sicne a world goernment would not have nationalities/

Secondly his raving sttament dows not allow people to chose who should be on that mysterious Steering Commttee.  In essense Rooinek is paiting the perect picture for a World dictatorship.   That is similar to te advocacies of the World Economic Forum - also aimed at a One Country Earth with a total dictatorship in charge.    But the WEF goes further with Bill Gates saying the ideal world population should be 500 milion people - while Schwab put that figure at 900 million.

That means that the World population would be reduced by up to to figures gates and Schwab teh population will ahbe to be rediced  by up to 90%  o what it is at present.   Schwab went onm and stated that sthe survivors should be Chinese since they are used to be governed by a dictatorship.

So what have we got here - back to the times of Srtalin, Mao ad Hitler here where dictatorship will be orse than under the three biggest killing of cvilliand by Govrnment is concered;   Mao and his Party killed off 76 million people - stalin did a 52 million slaughter job on teh ussiand and Hitler ausd tehdeath o about 30 million people.  So what Rooineka nd other idiots have in mind is moving those digustingkillers to new once itha free hand to undertake elimination of condemn the elimination of between 7,3 and 7.5 billion people from mother Earth.   

That should be easy - just develop a pison that would kille people in billions through gain of function reearch and kill the extra food eaters in the world en masse.   

.        

Dec 31, 2024, 19:43

The AI could code itself.

I don't think you guys are understanding how powerful it is going to be.

It will write itself.

I have a feeling that all roads lead to a mutualistic relationship with the intelligence we will create.

Dec 31, 2024, 22:30

Plum whatever it does, the parameters will be set by a human...it won't think for itself...it will be programmed...programmed well, but it would still be programmed...

Dec 31, 2024, 22:32

Plum, just the fact that Rudehole is all in on this should tell you something...all you  should know really...

Jan 01, 2025, 01:06

I think it was Musk who said that it should not rmove the importance of humans remains in indiustries and  he concept represent a seious problem when it is used to becomes the contrloler of Government ahead of the interests of humans,

So Musk is aware of the dangers of AI  and point out the problems it represents by usage of it as a means tp gpvern people.   .     

Jan 01, 2025, 07:11

Humans - Always put the best interests of humans first.

AI - No more smoking, no more drinking.

Humans - Okay, no, allows some measure of danger and self destruction.

AI - Okay 5 cigarettes and 1 beer a day.

Humans - No, let them smoke and drink as much as they want.

AI - I'm building robots to destroy you.

Jan 01, 2025, 07:52

AI will look at non elites and think that these oaks are oxygen thiefs, useless eaters and should be eliminated. Remember the Luciferian elites will own AI and will use it against these useless eaters they despise and think they don't need.

WEF 101.

Jan 01, 2025, 09:19

Do they own the internet too, Beeno?

The web is currently the most influential technology humans have.

And yet Trump got elected.

Jan 01, 2025, 09:21

AI is just the "front man" for the elite to try and rule over us.

Jan 01, 2025, 11:07

You really believe that, Draad?

Jan 01, 2025, 11:08

Never underestimate right wing paranoia.

Jan 01, 2025, 12:57

Plumster currently the internet is free. Ask your AI sources how the coming World government will clamp down on internet free speech. 

Plumster if you think that these Globalists elites are not trying to clamp down on free speech under the guise of stamping out disinformation and hate speech you need to wise up quickly. 

Rooitwit go and do a Google search and read Revelations chapter 13. Draad and I know exactly where all this heading. 

But the Bible aside we know darn well what the WEF Globalist agenda for humanity is. 

Rooitwit you really need to wake up. 

Jan 01, 2025, 13:25

"You really believe that, Draad?"

I believe AI is a tool and will only be as useful as the person using it...it depends on the intent of the users and if the reaction to combat Covid is anything to go by, we're in deep trouble...I don’t trust human nature.

Jan 01, 2025, 13:33

"Never underestimate right wing paranoia."

Opposed to leftie subservience to the collective? Experience made me a kind of rational paranoid.

Jan 01, 2025, 13:43

Plum, I  think AI is a wonderful new tool. It's gonna improve the human condition exponentially in the immediate future, but I don't want to be governed by AI.

Jan 01, 2025, 13:51

You have your answer. Who will control AI. The answer is the elites. 


Jan 01, 2025, 15:00

Beeno, you believe that Crypto will be used to control us and AI will be used to control us...

It's like you believe that humanity is helpless.

I see it the opposite way. The more power is decentralised the more powerful the citizenry are. And that's what these technologies offer.

Jan 01, 2025, 17:15

Giving AI the reins of ruling is the opposite of decentralization...

Jan 01, 2025, 18:00

The Squeaky Toy will be shrieking about me being a spelling or gramar Nazi if I point out the difference between "reigns" and "reins" so I'll just wait to see if Moffie knows the difference.

LMAO!

Jan 01, 2025, 19:58

Rooi, you played Skyrim, or know about it.

They made AI mods for NPCs in it.

It's pretty hilarious.

The next wave of AAA titles will have AI characters where the days of decision tree chats are gone and you're actually speaking with an "intelligence" . I was reading an article about AI controlled persistence too. Where your game world dynamically responds to your actions, so when you help someone, or rob them, that is written in the game world where there are random permeations as a result. I suppose in that scenario AI is god because it's deciding how the universe treats you.

Draad...you know you gonna wanna play games built on AI ;)

Jan 01, 2025, 20:27

"Rooi, you played Skyrim, or know about it."


No, busy searching it as we speak . . . 

Jan 01, 2025, 20:37

Hmmm . . . not sure it's my thing.

What I do remember is when we played Starcarft and you were getting quite tearful as my zerglings kept getting past you defences until you blocked your chokepoints and then I smashed you with air units.

Jan 01, 2025, 21:16

Skyrim is ancient.

It's just a demo of what low effort AI can accomplish. When developers actually put AI in their games, it will be much better.

Jan 02, 2025, 07:43

"Plum, I  think AI is a wonderful new tool. It's gonna improve the human condition exponentially in the immediate future, but I don't want to be governed by AI."

I agree, I believe AI has many fantastic benefits to mankind.

However, you would have to be monumentally stupid to want to be governed by AI....

Jan 02, 2025, 08:10

Reigned...


Jan 02, 2025, 08:56

"However, you would have to be monumentally stupid to want to be governed by AI...."

Why?


Since this went to gaming - AI is amazing at RTS games. Age of Empires, StarCraft, those types of games. I can assure you that AI's moves per second far exceeds that of the human player. And each of the moves have been more precisely contemplated and calculated than a human player's moves. And those types of games are largely about economy management. Literally obtaining resources, creating currency, building and expanding to progress. Ai could be running millions of those, all feeding into each other to create a streamlined governance. 

I can't think of many administrative functions of government that Ai could not drastically improve. From HR to logistics and planning, I'm thinking Ai wins every time. Right? And it's not a case of human or AI. With what we've done with our App, is to make information relating to trades instantly accessible, across a range of topics. And I can tell you first hand that it's a drastic improvement in terms of the efficiency. And if you follow that path then Ai products ends up dominating.

This is the feedback accuracy as rated by the users on our App, the average user accuracy rating is 87%. The ability to collate data, calculate outcomes and adapt to situations, humans just can't beat it.

For me, it's a case of supporting it in taking over the legwork that most governments suck at, while figuring out a way to have as many people as possible involved in the vision of where Ai should take us.

I don't know, because once you create a perpetually expanding intelligence, surely that's some kind of life? 

Maybe consciousness is another type of replicator, like genes. 


Jan 02, 2025, 09:20

Plum, nothing wrong with using it as a tool to do the heavy lifting, but giving it too much power is dangerous...you can't program empathy...amongst other things...



Jan 02, 2025, 09:27

I ahve no prblem with AI as a tool to improve life on earth - but am totally ahginats A I be iused to govern the world,     That wuld create a new and effective dictaotrship model in the World,    Anyacy will support administrative usage of AI - but when it replaces democracy it is totally unaccptable and that is what e argument really is,   

Rooinek is a ttoally controlled idiot with what he cme up above,   Take for sinstance the USA present Governnment the system being both corrupt and incompetent  with classical examples of money wastage.    AI will be a top tool to remov that component from Gvernment expdniture and will give precise budget approvals and wil reject exoenditure not prvided for in approved budgets, while identifying stupid projects leading to wasteful expenditure.    An example is to inject cocaine into rats to find out whether  injected rats are sexually more active than rats not injected - nice project that cost $7 million in wasteful ependitue,   That kind of spending is of no value to anybody and investigation thus far indicated that nobody can account for what more than a trillion dollars were spent on.   AI would eliminate that kind of BS and maladministration.     So 100% in favor of that.

AI should be of assistance to the State - but not  be used by oppressive and dictatorial Governments.  However, the danger is that AI will help dictatorships to be established and become more effective and made oppression more effective.   That is where the limit should be set - end of story. 

       .              

Jan 02, 2025, 10:23

"However, you would have to be monumentally stupid to want to be governed by AI...."


Hmmmm . . . no corruption, no bias, only the best decision-making, consistency . . . I'm not really seeing a downside here . . .

Jan 02, 2025, 10:49

"Why?"

In real life situations, where a split second could make the difference between catastrophy or the saving of lives.... that would be a real life issue, almost every day.

A few points to ponder

Who would take acountability if anything goes wrong, which it will.... often.

AI is trained on existing data, which means it could and probably will reflect societal biases.

AI lacks any type of human empathy or even moral reasoning.

AI would also make certain decisions which might be logical, but would always ignore ethical considerations or even human suffering.

AI governance would also require a huge amount of your personal and societal data which could lead to surveillance, loss of privacy and potential misuse of data.

Dependance on AI would reduce human oversight and critical thinking at some point....

If the AI system failed, the government could possibly collapse.

AI systems would be vulnerable to hacking, cyber attacks and manipulation.

Humans could exploit or corupt the system for personal or political gain

Your citizens might feel disconnected from decision making processes which at some point could erode their trust in the governance.

All current AI's that I am aware of right now operate within predefined algorithms, therefore they all lack the adapatability to nuances.

I believe the AI would see too much Black and White and not all the Grey areas that come into play with a lot of difficult decision making processes, which is where the human mind and critical thinking comes to the fore.

Diffrerent cultural, religeous, social issues could be handled either insensitively or improperly

I assume that AI would also work better for people that are technologically savvy

People won't all agree with how the AI is programmed and what it prioritizes across the spectrum.

The creators of the AI program could embed their biases, influencing governance outcomes to benefit certain groups, races, sexes.

There are a lot of these above scenarios happening now without AI, but with AI running it alone, I can only see it getting so much more worse.

I can definitely see AI being implmented to assist human leaders, rather than replacing them entirely, but to be governed completely by AI alone would be crazy and reckless. 


Jan 02, 2025, 10:51

"I can't think of many administrative functions of government that Ai could not drastically improve. From HR to logistics and planning, I'm thinking Ai wins every time. Right?"

On issues like this, I agree 100%.

But overall governance by AI .... no ways.

In my mind, it would work best when integrated with human oversight to balance objectivity with empathy and ethical considerations



Jan 02, 2025, 11:12

Just imagine if our submarines or other Navy vessels were all run or operating on AI

If that was the case, then the third world war , which would have been a nuclear catastrophy.... would have started in October 1962.


Jan 02, 2025, 11:26

Rooinek is ay to understand thdifference between Government and State.   In  Democracies the people vote for their representatives to overn over them and is supposed to serve the voting public.    Aside from that there are two branches of Government that makes up the State - naely an independent judiciary who must ensure that the Constittitio of yj country is adhered to and the Publi Service bureaucrats that must execute the laws passed by the elected representatives of the people,  

his commence show that he does not realize how democracy functions - and he wants to be G overned by a system contra to democratic principles.   he AI system can improve administration - but they do what is provided to them very efficently - but the dnge is i can be fed information that will destroy democracy.   AI removing the lawmaking function or taking  it over destroy that part of democacy.    AI cannot take over the Judiciary either,   

What AI could do is to clean out the adminitrative and bureaucratic mess at oresent in use - but ny fuurther functioning  on legislative level wuld destroy democracy - but th en at one stage Rooinek rite on site he is no problem with teh Commnist system of governance - so one should not be surprised by the idiocy he wrote above,   

           

Jan 02, 2025, 11:26

Rooinek is ay to understand thdifference between Government and State.   In  Democracies the people vote for their representatives to overn over them and is supposed to serve the voting public.    Aside from that there are two branches of Government that makes up the State - naely an independent judiciary who must ensure that the Constittitio of yj country is adhered to and the Publi Service bureaucrats that must execute the laws passed by the elected representatives of the people,  

his commence show that he does not realize how democracy functions - and he wants to be G overned by a system contra to democratic principles.   he AI system can improve administration - but they do what is provided to them very efficently - but the dnge is i can be fed information that will destroy democracy.   AI removing the lawmaking function or taking  it over destroy that part of democacy.    AI cannot take over the Judiciary either,   

What AI could do is to clean out the adminitrative and bureaucratic mess at oresent in use - but ny fuurther functioning  on legislative level wuld destroy democracy - but th en at one stage Rooinek rite on site he is no problem with teh Commnist system of governance - so one should not be surprised by the idiocy he wrote above,   

           

Jan 02, 2025, 12:29

Okay, DA...I'll show you a trick that we used when we made our GPTs for the App.

Assume we had some sort of problem, wanted data presented in a certain way or wanted to avoid some undesirable outcome. We would provide ChatGPT with a clear description of the problem...

Let's assume that your post lays out the problems that a world governance AI would have to remedy before you could trust it to run the world.

Here is the command I typed into ChatGPT before posting your explanation for the problem...

User -> I wish to create a global governance AI. The goal is to be able to streamline governmental efficiency, share and reorganise data as necessary, and provide the citizenry with a  option to partake in referendum to promote direct governance by the population as much as possible. below is a summary of the general problem the population feel will be encountered by attempting to implement a global AI government. (I now pasted your post here).

Point out a) where the user is wrong and b) where the user has valid points and how we could adjust the AI to avoid these problems, or render them as non-issues.

Also take into account the potential for AI to become far more powerful in the coming years, and thus improving in it ability to prevent problems. You may also provide a list of instructions that the AI that would be run on to prevent particular problems arising.

ChatGPT --> 

A) Where the User is Wrong:

  1. AI Reflecting Societal Biases:

    • While it's true that AI is trained on existing data, advanced AI systems can be trained with algorithms that actively detect, counteract, and correct societal biases. Bias mitigation is a major focus of AI ethics research.
    • AI could potentially reduce biases present in human governance systems by providing decisions based on objective data, provided proper safeguards are implemented.
  2. AI Lacks Empathy or Moral Reasoning:

    • Empathy and moral reasoning are not inherent to AI, but moral reasoning can be encoded in the system through ethical frameworks developed by diverse stakeholders.
    • AI can complement human decision-making by bringing rational analysis to situations where human emotion might cloud judgment.
  3. Dependence on AI Reducing Human Oversight:

    • AI governance does not necessarily imply complete automation. Hybrid systems with human oversight can ensure critical thinking remains integral.
    • Structured fallback systems can engage humans during critical decisions or system malfunctions.
  4. Failure of AI Leading to Government Collapse:

    • AI systems can be designed with robust redundancy and fail-safe mechanisms, including distributed governance structures that ensure continuity during system failures.
  5. AI Working Better for the Technologically Savvy:

    • AI can be designed with highly accessible interfaces and mechanisms to ensure inclusivity, even for those who are not technologically adept.
  6. AI Lacking Adaptability to Nuances:

    • Advanced AI systems are becoming increasingly adaptable and capable of nuanced decision-making through reinforcement learning and emergent properties. AI development is trending toward greater contextual understanding.

B) Where the User Has Valid Points and Adjustments to Avoid Problems:

  1. Accountability for Errors:

    • AI systems should operate under a framework where accountability is shared between human supervisors and system creators. Decision logs and transparent algorithms can clarify the chain of responsibility.
  2. Surveillance, Privacy, and Data Misuse:

    • Safeguards such as decentralized data storage, encryption, and strict data governance policies are essential. Citizen consent and anonymization protocols should be foundational.
  3. Ethical Considerations and Human Suffering:

    • Ethical principles should be embedded in the AI’s decision-making algorithms, with oversight committees to ensure alignment with societal values.
  4. Vulnerability to Hacking and Manipulation:

    • Advanced cybersecurity measures, regular audits, and redundant systems should be integral to AI governance frameworks.
  5. Cultural, Religious, and Social Sensitivities:

    • Diverse datasets and inclusive programming teams are critical. Regular consultations with cultural and community leaders should inform the AI's parameters.
  6. Citizen Disconnect from Decision-Making:

    • Public interfaces for participatory governance, such as real-time referendums or feedback mechanisms, can maintain citizen engagement.
  7. Creators Embedding Bias:

    • AI governance systems must be developed transparently, with global oversight bodies to audit and evaluate fairness and neutrality in AI training.

Jan 02, 2025, 12:32

Now we focus in on one of the valid points above and see what we can learn about mitigating it.

 User --> Lets discuss the best strategies for the following...

Accountability for Errors:

    "AI systems should operate under a framework where accountability is shared between human supervisors and system creators. Decision logs and transparent algorithms can clarify the chain of responsibility."

ChatGPT --> To ensure accountability in AI governance, a robust framework is necessary, emphasizing shared responsibility, transparency, and fairness. Below are key strategies:

1. Establish a Clear Accountability Framework

  • Define Roles and Responsibilities:
    • Clearly delineate who is responsible for each aspect of the AI system: creators, developers, operators, and supervisors.
    • Assign accountability tiers (e.g., data accountability, algorithmic accountability, operational accountability).
  • Legally Bind System Creators and Operators:
    • Require system developers and vendors to adhere to strict legal frameworks ensuring accountability for flaws, bias, or harm caused by the AI.

2. Decision Logs and Audit Trails

  • Maintain Transparent Logs:

    • Record every decision made by the AI system, including:
      • Input data
      • Algorithmic process
      • Outputs and their justifications
  • Enable Real-Time Monitoring:

    • Supervisors should have access to real-time logs, particularly for decisions involving critical or high-stakes situations.
  • Auditable Records:

    • Ensure logs are tamper-proof and accessible for internal and external audits.

3. Transparency in Algorithm Design

  • Open Algorithm Policies:

    • Publish simplified explanations of AI decision-making processes in understandable terms for citizens and stakeholders.
  • Third-Party Review:

    • Require independent experts to review algorithms for fairness, bias, and alignment with ethical standards.
  • Explainability Standards:

    • Incorporate explainability into AI systems so that decisions can be comprehended by humans, especially in critical domains like law enforcement or healthcare.

4. Oversight Committees and Review Boards

  • Human Oversight Panels:

    • Form independent panels comprising experts, stakeholders, and citizen representatives to oversee AI decisions.
  • Error Review Protocols:

    • Develop standardized processes for reviewing, addressing, and rectifying errors made by AI systems.

5. Risk Categorization and Mitigation

  • Classify Risks:
    • Categorize potential errors based on their severity (e.g., low, medium, high risk).
  • Human Intervention Points:
    • Designate specific scenarios where human supervisors must intervene (e.g., life-and-death decisions, ethical gray areas).

6. Liability and Compensation Mechanisms

  • Liability Assignment:
    • Allocate liability proportionally:
      • Developers are accountable for coding errors or training flaws.
      • Operators are accountable for misuse or lack of supervision.
  • Compensation Funds:
    • Establish a fund for victims of AI errors, funded by AI system developers or operators.

7. Education and Training for Supervisors

  • Skill Development:
    • Train supervisors to interpret AI decisions and intervene effectively.
  • Ethics and Compliance Training:
    • Educate on the ethical implications of AI governance and the importance of maintaining accountability.

8. Public Engagement and Transparency

  • Citizen Reporting Mechanisms:

    • Implement channels for citizens to report errors or concerns about AI governance decisions.
  • Transparency Reports:

    • Regularly publish reports detailing AI system performance, errors, and corrective measures.

9. Redundancy and Fail-Safe Mechanisms

  • Multiple Oversight Layers:
    • Use layered systems where human supervisors, AI auditing systems, and oversight committees work together.
  • Fallback Protocols:
    • Ensure contingency plans are in place to address AI errors quickly, minimizing harm.

10. Encourage Adaptive Learning and Improvement

  • Continuous Learning Systems:

    • Design AI systems to learn from past errors and integrate solutions into their algorithms.
  • Feedback Loops:

    • Use citizen and stakeholder feedback to refine AI behavior and improve accountability mechanisms.


Jan 02, 2025, 12:33

We drill down even further to attempt to see if Ai can provide us with more precise slolutions.


User --> In terms of the below, lets create a detailed strategy, as well as contingency planning, and methods for testing.

Risk Categorization and Mitigation

  • Classify Risks:
    • Categorize potential errors based on their severity (e.g., low, medium, high risk).
  • Human Intervention Points:
    • Designate specific scenarios where human supervisors must intervene (e.g., life-and-death decisions, ethical gray areas).

ChatGPT --> 

Detailed Strategy, Contingency Planning, and Testing for Risk Categorization and Mitigation

1. Risk Categorization

Objective:
To systematically identify, classify, and address potential risks in AI governance by their severity and impact, ensuring appropriate levels of response and human intervention.

1.1. Categorize Potential Errors

  1. Low-Risk Errors:

    • Definition: Errors with minor consequences, such as inefficiencies or cosmetic issues.
    • Examples:
      • Slightly inaccurate statistical predictions.
      • Incorrect formatting in reports.
    • Response:
      • Automatically logged for system improvements.
      • Addressed during routine updates.
  2. Medium-Risk Errors:

    • Definition: Errors that affect operational efficiency or minor stakeholder dissatisfaction.
    • Examples:
      • Misclassification of non-critical data.
      • Erroneous resource allocation.
    • Response:
      • Escalated to human review for corrective action.
      • Added to system training data for future mitigation.
  3. High-Risk Errors:

    • Definition: Errors with significant societal, ethical, or life-threatening implications.
    • Examples:
      • Misjudgments in critical medical, safety, or legal decisions.
      • Ethical violations, such as biased rulings in a sensitive case.
    • Response:
      • Immediate escalation to human supervisors.
      • Comprehensive investigation and public reporting.

1.2. Designate Human Intervention Points

  1. Scenarios Requiring Human Oversight:

    • Life-and-Death Decisions: Medical resource allocation, emergency disaster response.
    • Ethical Gray Areas: Culturally sensitive rulings, decisions involving conflicting rights.
    • Critical Public Infrastructure: Energy distribution, defense, or financial policy decisions.
    • Ambiguities in Data: When data quality is insufficient for AI to make an informed decision.
  2. Triggers for Human Intervention:

    • Predefined thresholds for uncertainty in AI predictions (e.g., confidence below 70%).
    • Detection of ethical or legal conflicts flagged by the AI.
    • Citizen or stakeholder complaints about specific decisions.

2. Risk Mitigation Strategy

  1. Preventative Measures:

    • Regular audits of training datasets for bias and inaccuracies.
    • Deployment of robust algorithms to flag and address low-confidence decisions.
    • Continuous updates to include new ethical standards, regulations, and cultural sensitivities.
  2. Real-Time Monitoring:

    • Implement dashboards for supervisors to track AI decisions and flag anomalies.
    • Use predictive analytics to anticipate high-risk scenarios and allocate human resources.
  3. Escalation Protocols:

    • Clearly defined pathways for escalating decisions to human supervisors.
    • Redundant systems to ensure decisions are not delayed in critical scenarios.

3. Contingency Planning

  1. Error Detection and Response:

    • Immediate Lockdown: For high-risk errors, halt the AI system's actions in affected areas.
    • Fallback Mechanisms: Pre-configured human-driven workflows to replace AI decisions temporarily.
    • Incident Response Teams: Specialists ready to assess and mitigate high-risk errors.
  2. Public Communication:

    • Transparent disclosure of errors and corrective measures.
    • Open channels for citizen feedback and reassurance to maintain trust.
  3. Continuous Improvement:

    • Integrate lessons learned from errors into system updates.
    • Refine intervention thresholds and escalation protocols based on error analysis.

4. Methods for Testing

  1. Simulated Risk Scenarios:

    • Develop real-world-like scenarios to test AI decision-making across all risk levels.
    • Examples:
      • Simulate an emergency response requiring life-and-death prioritization.
      • Test the AI’s handling of ambiguous ethical cases.
  2. Stress Testing:

    • Push the system to its limits (e.g., high volumes of data, conflicting inputs) to evaluate performance and identify weak points.
  3. Human Oversight Validation:

    • Conduct drills where supervisors intervene in simulated high-risk scenarios to ensure readiness.
  4. Bias Detection Tests:

    • Analyze decisions for patterns of bias using diverse test datasets.
  5. Redundancy and Fail-Safe Validation:

    • Test fallback mechanisms by deliberately shutting down components of the system.

Summary of Strategy

Risk Categorization:

  • Classify errors into low, medium, and high categories with clear examples and corresponding responses.

Human Intervention:

  • Designate critical scenarios requiring human oversight, with clear thresholds and protocols for escalation.

Mitigation:

  • Employ proactive measures, real-time monitoring, and escalation procedures to reduce and address risks.

Contingency Planning:

  • Plan for error detection, response, and public communication, backed by a system for continuous learning.

Testing:

  • Use simulated scenarios, stress tests, and fail-safe validations to ensure the system is robust and adaptive.

This comprehensive approach ensures accountability, minimizes risks, and maintains public trust while leveraging the benefits of AI governance.


Jan 02, 2025, 12:49

This took me about 10 minutes to produce. 

So, Ai is able to hold ethical, as well as technical, strategic, and other pertinent, information in its head all at the same time. 

So, using commercially available Ai today, we can already build a framework for governance that would outperform humans in efficiency, objectivity, planning. 

Of course there is separation between AIs built for a specific function, like monitoring ocean currents, and AI's built for governance of societies, they are not the same thing. The former being far more palatable to most people. 

But it will make sense for those niches AIs to stream into larger macro AIs that collate data and are able to use it to make strategic decisions that benefit humanity at scale. 

So, for example, the AI monitoring ocean currents feeds into a larger meteoritical AI, which itself feeds into emergency planning AIs, which in turn provide strategic advise to Emergency Services and government branches tasked with public safety, which in turn feed into other elements of governance. 

Here, it would seem illogical not to allow the AI to collate all this data, and then utilise its ability to strategize in order to minimise damage to property and people.

So while everybody agrees that AI could carry out administrative tasks, it's also true that governance is predominantly administrative. So where does AI get cut off and where do we insert the human in the decision chain above? Does the human just put the stamp on it?

And remember, we are only a the start of what AI is capable of. In the next few years its "ability" is going to go completely parabolic.

Jan 02, 2025, 13:28

Excellent analogy Plum, also an interesting read..... thanks.

I do agree that AI is the way of the future, but I am not sure how well it will serve us in the long run.

As it is now, the internet, as well as AI, has made the human race lazy..... more effecient, and more effective.... but lazy.

Too lazy to think for ourselves, work out our own problems, and to sit and actually just "think"

Scholars have already become lazy, getting ChatGPT to do their assignments for them, getting answers to questions that could have taken someone 3 hours to find before, now gets provided in 2 seconds... and this just hinders the critical thinking, problem solving or even just independent thinking... as well as creative thoughts...never mind the authenticity or plagiarism on projects or thesis.

AI still needs to be programmed so it can generate convincing yet inaccurate information as well, and who knows what any algorithm would really involve.

I also believe in the long run that the overuse of AI will diminish our proficiency in writing, reasearch and analysis from a human stand point.

Don't get me wrong, medical and scientific advancements with AI is fantastic for the human race, but at what ultimate cost will it come, especially in other areas if it has total control.

The job displacement that comes with a fully operational AI society is also a huge concern, especially in industries like customer service, manufactoring and data entry 

I also think the heavy use of AI will reduce our social skills and affect inter-personal relationships...but again I am looking at the long term effects.

AI is fantastic, and it's here to stay, but to give it total control and governance over the people, no ways...... however I do see that even most of your examples above also refer to human oversight in most of the stages of AI use, which is what I am all for... just not complete control, because I still believe that would be very reckless. 

 

Jan 02, 2025, 18:04

I can't remember the last time I wrote an email myself.

Meaning I'm already becoming lazy. Weirdly, I don't find myself working less. There always seems to be an unending tasks to complete.

But who knows, perhaps Ai opens up new fields, new industries, and possibilities that we as yet have no idea about. Years ago people said the internet would destroy retail. And that was seen as a potential economy killer. But people ended up using the internet to create new industries.

For me, a real fear is that big AI companies increase the concentration of wealth within the few while everybody else gets poorer. It's one of the main reasons why I think that governments need to be far more informed and prepared for what is coming. It really is a case of by the time they wake up, irreversible damage may already have been done.

Jan 02, 2025, 18:24

Pres

I think Democatic Governments are already looking forward to more efficient Governance - but not of AI taking over Governance,   Democrsatic Govenance relates to people selecting their representatives in the legislature - who are supposed to be accountable to the people they represent.   Any uneleced people taking  charge of AI represents the destruction of basic human rights and freedoms by a dicatorial group of people ho never eneds toa ccount for qhat they dio to people.              

Jan 02, 2025, 18:45

Mike, you didn't read what I wrote.

Representative democracy is too easily corrupted.

We have the technology now that could mean that people represent themselves and vote on issues after being presented with unbiased and accurate information. They don't need some forked tongued twat to speak for them.

Jan 02, 2025, 18:50

Politicians almost without exception are corrupt self-serving liars.

It amazes me that anyone would choose these dregs of humanity rather than any alternative.

Jan 02, 2025, 19:52

It is choice beteen democracy and dictatorial Government that remains the issue.  I knw you support the ultra-corrupt Biden Admsinistration - but only idiots will want to be governed by people that has the power to do what they please and no accountability to anyone but themselves.

The choice is  between dictartorships and democracy and my choice will always be democracy,  In the case of the Biden Presidency there was no accountabiliy because the FBI protected the criminals in Government - but that would stop soon since the majrity of the people decided on who should govern them.  

The AI system would make precise bugetting and budgetting control massively - but the fact uis thta budgt nee legislative approval.    The udgets cn be done in more detail and control mechanisms by AI will make corrupt practices impossible epcially if you deaaaaaaal with thist like the Bidens and other Democrat olitcians ho stole billion from the Government.   Take anotehr examin the USA.   No audits were done since 2003 of the USA Department of Defense abd in 2023 the Republicand and some of teir democratic collegues efuse to pass the DOD budget unless auditing statr immediately,   So the audting start and 11 projects were identified according to which the audit of the $520 billion budget was to be subject.   After the first 7 Projects was completed there was $80 billion spent on thinks nbody could provide infor on hat the money a used for,    Tat amount is likely to rise to $250 billion when all audits have been completed,  So what was that money used for?   Top of te list gross incompetence and gross bribery and corruption.  

AI can solve that problem and at the same time provid data that bureaucrats can be eld accountable - so that part is 100% acceptable - but for AI to decide onm what should eb in the budget proposals are BS,    

By the way there are  way more corrupt bureaucrats then tere are corrupt politcians.  

.       

     

Jan 03, 2025, 07:37

This is quite a read, but I think it really is worth it if you have time....due to the interesting stats below from ChatGPT

Sorry if I don't get all the text aligned, I have tried to do so but the formatting was a bit all over the place.

I believe that AI use would be fantastic for any government ... because just the ease and efficiency of working with it every day would be phenomenal, and it would definitely speed up any daily government bureaucracy

No lunch breaks

No tea breaks

No bad attitude days

No leave days

No sick days

No theft

No dishonsty 

No biased service based on race

Trust me, I am all for going AI in certain aspects of running any organisation, province or country, just not total autonomy .... hell no.

However, when one looks at how this would negatively affect the jobs in just South Africa... never mind the US, China etc etc... where does one draw the line....

For instance, AI would be able to do the following:

1. Government and Administration

AI could handle tasks like:

  • Public Service Management: Automating application processing for permits, IDs, and licenses.

Data Analysis: Identifying trends in public health, crime, or education to inform policies.

  • Taxation: Streamlining tax collection and audits with AI-driven systems.

Policy Implementation Monitoring: Tracking and reporting on the progress of government programs.

2. Healthcare

AI can significantly contribute to:

  • Diagnostics: Analyzing medical scans, test results, and patient data to identify conditions.

Administration: Managing patient records, scheduling, and resource allocation.

  • Telemedicine: Offering virtual consultations and basic health advice.

Public Health Planning: Predicting and managing outbreaks using data models.

3. Law Enforcement and Justice

AI could take over:

·       Crime Prediction and Prevention: Analyzing patterns to allocate resources effectively.

 ·       Judiciary Tasks: Supporting judges by reviewing case precedents or handling minor disputes via automated mediation.

·       Surveillance: Monitoring CCTV for suspicious activities.

4. Education

AI systems might:

·       Personalize Learning: Adapting curricula to students' individual needs.

·       Administration: Automating grading, scheduling, and school resource management

·       Virtual Tutoring: Providing supplemental education through AI tutors.

5. Transportation and Infrastructure

AI could manage:

    • Traffic Systems: Real-time traffic flow optimization and accident prevention.

Public Transport: Scheduling and route optimization for buses, trains, and other public systems.

    • Infrastructure Maintenance: Predictive maintenance using IoT and AI analytics.

6. Social Services

AI could assist in:

    • Benefit Distribution: Automating eligibility checks and fund transfers.

Case Management: Identifying families or individuals needing urgent intervention based on data.

    • Disaster Response: Managing resource allocation during crises.

7. Agriculture

AI applications in farming include:

    • Crop Monitoring: Using drones and AI to assess crop health and optimize yields.

Supply Chain Management: Predicting demand and managing logistics for agricultural products.

8. Financial Management

AI could take over:

    • Budgeting: Optimizing national and provincial budgets using data insights.

Fraud Detection: Monitoring transactions to detect and prevent corruption.

----------------

I then asked AI how it would affect the job displacement in South Africa if it only took over the jobs that it was capable of performing.

----------------

1. Total Workforce and Government Jobs

    • Government Employees: South Africa has approximately 1.3 million public sector employees.

Total Workforce: The labor force is about 15.2 million people as of 2023.

2. Sectors Where AI Could Take Over

AI's impact would vary across sectors:

Government and Public Administration

    • Jobs Impacted: About 40-60% of government jobs (520,000–780,000 jobs).
    •  
      • Clerical roles, data management, and repetitive tasks could be automated.

High-level decision-making roles and positions requiring empathy or leadership would remain.

Healthcare

Jobs Impacted: Approximately 20-30% of healthcare jobs.

      • Administrative and diagnostic roles are highly automatable.

Hands-on medical care (doctors, nurses) would see less impact.

Law Enforcement and Justice

      • Jobs Impacted: Around 10-15% of the police force (19,000–29,000 jobs).
      •  
        • Tasks like  monitoring and report writing could be automated.

Education

      • Jobs Impacted: About 30-40% of education-related jobs (120,000–160,000 jobs).
      •  
        • AI tutors and automated grading could replace some teaching assistants and administrative roles.

Transportation and Infrastructure

Jobs Impacted: Around 20-30% of related jobs.

      • AI could optimize public transport and logistics, potentially affecting roles like dispatchers and maintenance planners.

Agriculture

Jobs Impacted: About 15-25% of agricultural jobs.

      • Roles in crop monitoring and supply chain management are at risk, though manual labor will still be needed.

Social Services

      • Jobs Impacted: Approximately 20-25% of roles.
      •  
        • Benefit distribution and case management could see significant automation.

Financial Services

Jobs Impacted: Around 30-40% of jobs in finance.

      • Accountants, auditors, and administrative financial workers could be replaced by AI systems.


Estimated Total Jobs Affected

Based on these sectoral impacts, 30-40% of South Africa's workforce could be affected by AI, translating to 4.5 to 6 million jobs. These jobs would either be displaced, transformed, or augmented by AI.

Now just imagine the social and economic implications of these numbers, if almost 6 million South African people all lost their jobs ….say….within the next 2 years to AI... with more losing their jobs every single year as AI advances...

Now extrapolate that to all other countries around the world…

The implications are huge


Jan 03, 2025, 09:05

"AI systems should operate under a framework where accountability is shared between human supervisors and system creators. Decision logs and transparent algorithms can clarify the chain of responsibility."


1...Who will these "supervisors" and "system creators" be? Who will appoint them, who will make sure they are not corrupt, self serving?




"Mike, you didn't read what I wrote.

Representative democracy is too easily corrupted.

We have the technology now that could mean that people represent themselves and vote on issues after being presented with unbiased and accurate information. They don't need some forked tongued twat to speak for them."




2...again, with tech becoming so sophisticated,  who will guarantee that it's not misused for nefarious purposes?...the higher the level of sophistication,  the more difficult it would be to be truly transparent...which makes oversight almost impossible...look at how it was already misused in social media and mainstream media.




"Politicians almost without exception are corrupt self-serving liars.

It amazes me that anyone would choose these dregs of humanity rather than any alternative."


3..The ones controlling these dregs ATM, will allso be controlling the AI...AI will be less prone to detection than the dregs though...you are advocating handing over of the keys of the kingdom to a selected few...elite individuals who have already proven that they can't be trusted...



Jan 03, 2025, 09:11

PS...DA, I know we are at loggerheads sometimes,  but I'm 100% with you on this...some very good points.

Jan 03, 2025, 09:15

BTW, I had a chat with my optometrist a few years back...they are already worried that 99% of their function will be taken over by AI and 3D printing technology...the technology are already there...

Jan 03, 2025, 09:21

It looks like an average job loss of like 30%. But the numbers are a bit odd.

Like replacing tutors with AI, and having computers grade papers, I can't see that causing 30% job losses in education.

Still, there will for sure be job losses.

To counter balance that one could probably say that AI needs to create jobs to replace those. And the people losing their jobs should be able to find employment in the new AI world.

Who knows if that would be possible?

But with the advent of all paradigm shifting technologies, there has always been a techno-economic feedback loop that occurred. Like when cars came about. People shat themselves because the horse business was massive...today the car business is bigger than the horse business ever was and requires a far more specialised and varied workforce. Same with the internet and retail, some retail died, others didn't...and the slack was absorbed by the technology and improved.

But yeah, AI isn't a one dimensional thing. It's gonna touch so many aspects of life and business. It already is.

Maybe it's a case of finding something to do with it. That's what I've done.

On that...there's a philosophy that says it's always a good idea to base a product on a technology that will improve without you having to do the development. And if you can seat yourself in the market before mass adoption, then you're in a good spot. That's what we've done with our App. And the philosophy is playing out because one of the assistants we had some issues with, is basically going to fix itself when ChatGPT 5 rolls out soon. So our product improves without us having to do anything.

Jan 03, 2025, 09:49

"again, with tech becoming so sophisticated,  who will guarantee that it's not misused for nefarious purposes?...the higher the level of sophistication,  the more difficult it would be to be truly transparent...which makes oversight almost impossible...look at how it was already misused in social media and mainstream media"

Spot on, Twitter and Facebook is a huge example

"The ones controlling these dregs ATM, will allso be controlling the AI...AI will be less prone to detection than the dregs though...you are advocating handing over of the keys of the kingdom to a selected few...elite individuals who have already proven that they can't be trusted..."

Exactly

Jan 03, 2025, 09:55

"PS...DA, I know we are at loggerheads sometimes,  but I'm 100% with you on this...some very good points."

I agree with your points as well Db, and even some of Plum's as well.... it's a very intriguing and thought provoking concept.

AI introduction to everyday life as we know it is clearly a very sophisticated and intricate scenario that has so many incredible positives for all of mankind..... whilst having so many potentially disastrous negatives, which is why I would always say that full autonomy is reckless and stupid.

Human oversight I can accept and I would fully endorse, but only for certain operational requirements and industries...

Jan 03, 2025, 10:49

One also has to look at the world and ask if it is better off financially than it was 20 years ago...40 years ago.

See this US national debt chart...debt

 

That's the most powerful country on earth...

I mean, I don't know how you fix that. 

Notice how the truly parabolic rise started at around the same time that the war on terror did. And Covid sent it almost vertical.

China is in an even worse position btw.

Honestly, it looks to me like we should take any help we can get to normalise economies again. Politicians, not only in the US, but in many countries, are failing. The system is simply not working for a lot of people in the world. 

I could be wrong, but the US spent $6T on the Iraq and Afghanistan wars. That is 20%  of their current national debt, before interest and related costs. FFS!? An AI would not have gotten suckered into that. It would have looked at Powell's evidence and found it to be short of the mark by some distance. An AI would certainly not have had its vice president also benefiting from contracts relating to the war. 

We can speculate as to, and consider, hardships that AI would usher in as we assimilate, but it's also worth looking back and asking how much hardship could have been avoided had we extremely powerful AI at the time.

Assume that AI wasn't in charge, but that there was AI present when Colin Powell presented his evidence to the UN. And he has to try and bullshit the AI...he wouldn't get very far. 

The AI could evaluate evidence and motive, provide pertinent context, project costs and deliver pretty unbiased predictions as to outcomes. And it could do it right there, on the spot...no need to schedule a meeting for next week. And that AI could be open source and completely decentralised. A true representation of human interest. 

Had that been in place, there would have been no Iraq war, likely nothing in Afghanistan either, and the US would have less debt and a much better image on the world stage.

I'm not saying that AI should dictate how I live my life, but I am saying that it would be foolish to ignore its potential to help us make the correct decisions. One could probably say that the better the advice is, the more closely it resembles a type of control.

 
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