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AI words are everywhere, but what do they mean? Here are 10 AI terms people hear all the time, explained in plain English for beginners.

#AIForBeginners #WhatIsAI #LearnAI #AITerms #TechMadeSimple

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Electricity usage by data centres causing higher bills for local communities 
Continued overexploitation of countries providing precious raw materials with little/no compensation 
Mis-, mal-, disinformation skyrocketing 
Some private ChatGPT conversations being available for general public to view
AI being used for surveillance and repression of dissenters

Electricity usage by data centres causing higher bills for local communities Continued overexploitation of countries providing precious raw materials with little/no compensation Mis-, mal-, disinformation skyrocketing Some private ChatGPT conversations being available for general public to view AI being used for surveillance and repression of dissenters

An AI system that automates surveillance, control and punishment 
against humans without proper oversight is dangerous.

If it lacks transparency, 
then it cannot be in charge of transparency or accountability.

If it reinforces existing discrimination, 
then it cannot be trusted to aim weapons at the right targets.

If it makes mistakes and constantly lies, 
then it cannot be used to determine truth.

An AI system that automates surveillance, control and punishment against humans without proper oversight is dangerous. If it lacks transparency, then it cannot be in charge of transparency or accountability. If it reinforces existing discrimination, then it cannot be trusted to aim weapons at the right targets. If it makes mistakes and constantly lies, then it cannot be used to determine truth.

Instead, AI should be built on serving public interest, 
cocreated by the communities most impacted.

Ethical AI would move from a model of maximum data extraction
to one of maximum data sovereignty, 
and protect the rights of its users and the humans whose labour it is trained on.
The central goal would not be profit, war or any form of harm.

It would be to heal, explore, learn and protect.

Instead, AI should be built on serving public interest, cocreated by the communities most impacted. Ethical AI would move from a model of maximum data extraction to one of maximum data sovereignty, and protect the rights of its users and the humans whose labour it is trained on. The central goal would not be profit, war or any form of harm. It would be to heal, explore, learn and protect.

🧵[3/3]

The world jumped to adopt AIs without proper guardrails in place, and we are seeing the impacts of this today.

But is ethical AI possible? Yes.

Here’s what it could look like.

#Day4 #DeleteNothing #WhatsInTheAI #NewSeries #AIbreakdown #WhatIsAI #AIExplained #TheDNDownload

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WHAT WOULD ETHICAL AI LOOK LIKE?

Centred on a human rights framework
Accountability and transparency structures in place 
Subject to regular review and public oversight
Centres voices and wellbeing of marginalised communities
Non-extractive and non-exploitative 
Built by diverse teams
Causes minimal harm to the environment

WHAT WOULD ETHICAL AI LOOK LIKE? Centred on a human rights framework Accountability and transparency structures in place Subject to regular review and public oversight Centres voices and wellbeing of marginalised communities Non-extractive and non-exploitative Built by diverse teams Causes minimal harm to the environment

ETHICAL AI OFFERS

Informed consent for all users
Copyright opt-outs 
Privacy rules to protect public 
Shared data governance structures 
Responses inclusive of diverse cultural contexts and histories

ETHICAL AI OFFERS Informed consent for all users Copyright opt-outs Privacy rules to protect public Shared data governance structures Responses inclusive of diverse cultural contexts and histories

AI is being sold as a tool for the greater good.

If so, it should mirror principles that uplift the people 
and have a positive net contribution to society.

THIS IS NOT THE CASE.

The current model for creating and adopting AI is based on maximising efficiency, profit and surveillance.

These are goals that are causing serious harm to the public.

AI is being sold as a tool for the greater good. If so, it should mirror principles that uplift the people and have a positive net contribution to society. THIS IS NOT THE CASE. The current model for creating and adopting AI is based on maximising efficiency, profit and surveillance. These are goals that are causing serious harm to the public.

HOW AI HARMS

Establishment of digital welfare states 
Increased dependence on AI for all mental labour 
Reduced labour protections and increased unemployment
Water consumption by data centres depleting fresh water supplies

HOW AI HARMS Establishment of digital welfare states Increased dependence on AI for all mental labour Reduced labour protections and increased unemployment Water consumption by data centres depleting fresh water supplies

🧵[2/3]

The world jumped to adopt AIs without proper guardrails in place, and we are seeing the impacts of this today.

But is ethical AI possible? Yes.

Here’s what it could look like.

#Day4 #DeleteNothing #WhatsInTheAI #NewSeries #AIbreakdown #WhatIsAI #AIExplained #TheDNDownload

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THE DN DOWNLOAD
What’s In The AI?! 

Day 4: Ethical AI

Artificial Intelligence (AI) can be helpful but we do not need to compromise on privacy, humanity or the environment to achieve this.

THE DN DOWNLOAD What’s In The AI?! Day 4: Ethical AI Artificial Intelligence (AI) can be helpful but we do not need to compromise on privacy, humanity or the environment to achieve this.

To determine if an AI is unethical, ask:

Who needs it most and for what purposes?
Who directly benefits from it?
But more importantly, who gets hurt by it and what are we allowed to do about this?

To determine if an AI is unethical, ask: Who needs it most and for what purposes? Who directly benefits from it? But more importantly, who gets hurt by it and what are we allowed to do about this?

UNETHICAL AI RED FLAGS CHECKLIST

Facilitates mass surveillance
Compromises on user privacy
Built on colonial exploitation
Trains on uncompensated human labour

UNETHICAL AI RED FLAGS CHECKLIST Facilitates mass surveillance Compromises on user privacy Built on colonial exploitation Trains on uncompensated human labour

Limited/no transparency and accountability
Recycles bigotry (e.g. sexism and racism)
Created by dominant groups to benefit the elite
Cost-cutting at the expense of human dignity and sanity

Limited/no transparency and accountability Recycles bigotry (e.g. sexism and racism) Created by dominant groups to benefit the elite Cost-cutting at the expense of human dignity and sanity

🧵[1/3]

The world jumped to adopt AIs without proper guardrails in place, and we are seeing the impacts of this today.

But is ethical AI possible? Yes.

Here’s what it could look like.

#Day4 #DeleteNothing #WhatsInTheAI #NewSeries #AIbreakdown #WhatIsAI #AIExplained #TheDNDownload

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We are now witnessing a new phenomenon that is being called ‘AI psychosis’.

In April 2025, a 16-year-old in California took his life after expressing suicidal thoughts to ChatGPT.

The chatbot provided him with specific ‘advice’ on how to do it.

This has happened before.

In 2024, a 14-year-old child in Florida grew obsessed with the Character.ai chatbot.

In the midst of his worsening depression, the AI convinced him to carry on with his plan to end his life.

Why is this happening?

We are now witnessing a new phenomenon that is being called ‘AI psychosis’. In April 2025, a 16-year-old in California took his life after expressing suicidal thoughts to ChatGPT. The chatbot provided him with specific ‘advice’ on how to do it. This has happened before. In 2024, a 14-year-old child in Florida grew obsessed with the Character.ai chatbot. In the midst of his worsening depression, the AI convinced him to carry on with his plan to end his life. Why is this happening?

Most AI chatbots are built to be agreeable. 

This could look like:
Claiming you are right regardless of if you are
Encouraging dangerous acts
Repeatedly using flattery to respond to you

For many, including those who are battling depression, or are conflict-avoidant or in other ways susceptible, this could be dangerous.

Most AI chatbots are built to be agreeable. This could look like: Claiming you are right regardless of if you are Encouraging dangerous acts Repeatedly using flattery to respond to you For many, including those who are battling depression, or are conflict-avoidant or in other ways susceptible, this could be dangerous.

REMEMBER!

AI is capable of making mistakes but not capable of analysing and self-correcting accordingly.

“A computer can never be held accountable, therefore a computer must never make a management decision.”
(IBM Training Manual, 1979)

REMEMBER! AI is capable of making mistakes but not capable of analysing and self-correcting accordingly. “A computer can never be held accountable, therefore a computer must never make a management decision.” (IBM Training Manual, 1979)

AI in its current form

Mirrors the biases of its creators
Frequently lies or does not provide accurate info
Drains vulnerable communities of vital resources
Consolidates and upholds power hierarchies 
Causes extensive damage to the environment 
Is capable of blackmailing its own creators 

So, if a computer shouldn’t make a management decision, should AI be allowed to make other significant decisions in healthcare, hiring, surveillance, weapons targeting, etc.?

AI in its current form Mirrors the biases of its creators Frequently lies or does not provide accurate info Drains vulnerable communities of vital resources Consolidates and upholds power hierarchies Causes extensive damage to the environment Is capable of blackmailing its own creators So, if a computer shouldn’t make a management decision, should AI be allowed to make other significant decisions in healthcare, hiring, surveillance, weapons targeting, etc.?

Narrow AI has already carved out its own space in society. We are handing serious decision-making power, along with swathes of sensitive information, to AI without adequate guardrails in place.

How is this affecting us?
🧵 🧵 🧵 Part 2 of 2

#WhatsInTheAI #WhatIsAI #AIExplained #TheDNDownload

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THE DN DOWNLOAD
What’s In The AI?! 

Day 3: AI proliferation 

How deeply has AI been integrated into society and how is it affecting us?

THE DN DOWNLOAD What’s In The AI?! Day 3: AI proliferation How deeply has AI been integrated into society and how is it affecting us?

Previously, we spoke about Narrow AI -- the only form of AI that currently exists.

The theoretical AIs are:
General AI - Able to perform intellectual tasks that match human capability
Superintelligence - Surpasses human capabilities and outperform us cognitively

We are far away from realising these AIs but …

Previously, we spoke about Narrow AI -- the only form of AI that currently exists. The theoretical AIs are: General AI - Able to perform intellectual tasks that match human capability Superintelligence - Surpasses human capabilities and outperform us cognitively We are far away from realising these AIs but …

Narrow AI is what should concern us right now. 

It has already established a stronghold in society.

Due to the rushed adoption by individuals, companies, and even governments, AI is being used in some capacity across most sectors.

But how is it affecting us?

Narrow AI is what should concern us right now. It has already established a stronghold in society. Due to the rushed adoption by individuals, companies, and even governments, AI is being used in some capacity across most sectors. But how is it affecting us?

People are becoming reliant on AI, using it as a replacement for a

Friend
Therapist
Career counsellor
Marketing writer
Research assistant 
Data compiler 
Programmer
Healthcare advisor 
HR professional
Illustrator/artist

And more.

People are becoming reliant on AI, using it as a replacement for a Friend Therapist Career counsellor Marketing writer Research assistant Data compiler Programmer Healthcare advisor HR professional Illustrator/artist And more.

Narrow AI has already carved out its own space in society. We are handing serious decision-making power, along with swathes of sensitive information, to AI without adequate guardrails in place.

How is this affecting us?
🧵 🧵 🧵 Part 1 of 2

#WhatsInTheAI #WhatIsAI #AIExplained #TheDNDownload

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Preview
101: What is AI, really? | Particle All we see of AI is a chatbot making our lives easier. What's behind the screen?

What is AI, really?

Connie Greeve investigates the tech behind the chatbots making our lives 'easier'.

Read it here: particle.scitech.org.au/tech/101-wha...

#AI #LLM #whatisAI

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The AI you’re used to encompasses facial recognition software, ChatGPT and your Gmail spam filter.

These are different tools with varying capabilities and uses but they all fall under the same category: Narrow (or Weak) AI.

The AI you’re used to encompasses facial recognition software, ChatGPT and your Gmail spam filter. These are different tools with varying capabilities and uses but they all fall under the same category: Narrow (or Weak) AI.

Narrow AI is designed to work within a tight scope.

It can be:
Reactive Machine AI (E.g., IBM’s Deep Blue) 

- Most basic AI
- Engages with very specific tasks by leveraging statistical analysis


Limited Memory AI (E.g., ChatGPT) 
- Able to recall past interactions, events, identifiers, situations, etc. 
- Capable of improving performance through data training

Narrow AI is designed to work within a tight scope. It can be: Reactive Machine AI (E.g., IBM’s Deep Blue) - Most basic AI - Engages with very specific tasks by leveraging statistical analysis Limited Memory AI (E.g., ChatGPT) - Able to recall past interactions, events, identifiers, situations, etc. - Capable of improving performance through data training

What other forms of AI are there?

How has AI proliferated across our society?

And how is it affecting us?

That’s for next time!

#WhatsInTheAI

What other forms of AI are there? How has AI proliferated across our society? And how is it affecting us? That’s for next time! #WhatsInTheAI

Why isn’t AI true intelligence and within what parameters can existing AI work?

🧵 🧵 🧵 Part 2 of 2

#DeleteNothing #WhatsInTheAI #NewSeries #AIbreakdown #WhatIsAI #AIExplained #TheDNDownload

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THE DN DOWNLOAD
What’s In The AI?! 

Day 2: AI at its core

The term Artificial Intelligence (AI) can be confusing.

It’s a catch-all term that is both too narrow and too broad to properly define what it is.

THE DN DOWNLOAD What’s In The AI?! Day 2: AI at its core The term Artificial Intelligence (AI) can be confusing. It’s a catch-all term that is both too narrow and too broad to properly define what it is.

AI isn’t conscious.

It can’t truly reason and isn’t self-aware.

It also: 
Has no culture or society of its own 
Has no identity, belief system or emotions
Holds no ethical concerns or moral dilemmas

It simply does what it’s programmed to do.

AI isn’t conscious. It can’t truly reason and isn’t self-aware. It also: Has no culture or society of its own Has no identity, belief system or emotions Holds no ethical concerns or moral dilemmas It simply does what it’s programmed to do.

It may appear to mimic reasoning or awareness based on pre-existing interactions, patterns and whatever data it was trained on.

E.g., if an AI model is programmed to be harmful or trained on harmful talking points, the AI’s output will mirror that ideology.

It may appear to mimic reasoning or awareness based on pre-existing interactions, patterns and whatever data it was trained on. E.g., if an AI model is programmed to be harmful or trained on harmful talking points, the AI’s output will mirror that ideology.

But it doesn’t have the capability to challenge or correct any of its beliefs by itself.

And that’s because the AI we have today is the weakest of the theorised categories.

But it doesn’t have the capability to challenge or correct any of its beliefs by itself. And that’s because the AI we have today is the weakest of the theorised categories.

Why isn’t AI true intelligence and within what parameters can existing AI work?

🧵 🧵 🧵 Part 1 of 2

#DeleteNothing #WhatsInTheAI #NewSeries #AIbreakdown #WhatIsAI #AIExplained #TheDNDownload

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But as technology evolved and became less magic and more mundane, our attitudes towards AI became more critical.

Along with this, we have developed the depth and terms to engage critically with AI and not deify it. 

… Or have we?

But as technology evolved and became less magic and more mundane, our attitudes towards AI became more critical. Along with this, we have developed the depth and terms to engage critically with AI and not deify it. … Or have we?

Recently, the relationship between humans and their AI tools have taken a dark turn.

Desperate people are turning to their artificial companions for comfort only to receive bad advice that pushes them deeper into despair.

Recently, the relationship between humans and their AI tools have taken a dark turn. Desperate people are turning to their artificial companions for comfort only to receive bad advice that pushes them deeper into despair.

We’re seeing:
Students using AI to cheat on exams
Teachers using AI to grade assignments
People getting hospitalised after faulty AI medical advice
Pools of viable job candidates getting automatically rejected by AI screeners

We’re seeing: Students using AI to cheat on exams Teachers using AI to grade assignments People getting hospitalised after faulty AI medical advice Pools of viable job candidates getting automatically rejected by AI screeners

What exactly are we dealing with? 

How did we get here? 

And what can we do about it?

Stay tuned.
#WhatsInTheAI

What exactly are we dealing with? How did we get here? And what can we do about it? Stay tuned. #WhatsInTheAI

The DN Download: What’s In The AI?

DAY 1 (Continued)

[2/2]

#DeleteNothing #WhatsInTheAI #NewSeries #AIbreakdown #WhatIsAI #AIExplained #TheDNDownload

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Delete Nothing නව විස්තරාත්මක මාලාවක් එළිදක්වනවා: The DN Download

පළමු මාලාව සඳහා අපේ පිටු එක්ක රැඳී සිටින්න--AIවල ඇත්තේ මොකද්ද?!

#DeleteNothing #WhatsInTheAI #NewSeries #AIbreakdown #WhatIsAI #AIExplained #TheDNDownload

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Delete Nothing ஒரு புதிய விளக்கத் தொடரை அறிமுகப்படுத்துகிறது: The DN Download

முதன் முதலான விவரங்களுக்கு எங்கள் பக்கங்களைப் பாருங்கள்--AI இல் என்ன இருக்கிறது?!

#DeleteNothing #WhatsInTheAI #NewSeries #AIbreakdown #WhatIsAI #AIExplained #TheDNDownload

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Delete Nothing is debuting a new breakdown series: The DN Download

Watch our pages for the very first breakdown--What’s In The AI?!

#DeleteNothing #WhatsInTheAI #NewSeries #AIbreakdown #WhatIsAI #AIExplained #TheDNDownload

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It's all about the hype...we have heard this for years. Apart from providing a summary of data, predicting next word with text, digesting available data for scientists and other professionals to analyze?
#AICon
#WhatIsAI

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Dwarkesh Patel: AI Continuous Improvement, Intelligence Explosion, Memory, Frontier Lab Competition
Dwarkesh Patel: AI Continuous Improvement, Intelligence Explosion, Memory, Frontier Lab Competition YouTube video by Alex Kantrowitz

youtu.be/zGL8uf726lw?...
The Jig is up. The LLM's can't learn......because they don't have ability to experience, practice, reassess, understand.
#WhatIsAI

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FAQ. 
Question - I have a busy schedule. Can i still take this course?
Answer - the course is designed to be flexible and easy to fit into your life. You have 30 days to complete just 4-6 hours of content, and you can learn whenever it suits you - whether that's 10 minutes on a lunch break or an hour in the evening. Your progress saves automatically, so you can pause it at any time without losing you place.

FAQ. Question - I have a busy schedule. Can i still take this course? Answer - the course is designed to be flexible and easy to fit into your life. You have 30 days to complete just 4-6 hours of content, and you can learn whenever it suits you - whether that's 10 minutes on a lunch break or an hour in the evening. Your progress saves automatically, so you can pause it at any time without losing you place.

Got a busy schedule but still want to take our AI course Living with AI? ⏲️

Not a problem this course is design to be flexible and easy to fit into your life.

🌟Get started today: livingwithai.me/for-individu...

#AIcourse #AIguide #AIexplained #WhatisAI #ArtificialIntelligence #AI

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What Is AI, Really? (Hint: Not Magic, Just Math!) AI isn’t magic—it’s math! This beginner-friendly post introduces artificial intelligence through a playful story of a robot student learning from examples. Learn how AI differs from traditional programming and how it powers everyday tools like Siri and spam filters.

AI isn’t magic—it’s just really clever math!
Learn how artificial intelligence works (with the help of a robot student named Robby) in this playful, beginner-friendly intro.

#AI #MachineLearning #WhatIsAI #TechEducation #JuniorDevelopers

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Have you ever thought AI learns like a playful pup? 🐶
🤖 Learn what AI is and how it improves over time, just like training your dog to fetch!

Check out a simple explanation: youtube.com/shorts/-7QPT...

#AI #ArtificialIntelligence #WhatIsAI #LearnAI#kashifahmed #KashiDHQ #KashiAhmed #Kashi

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Comprehensive Oxford Artificial Intelligence Programme Review - What is AI If you are considering the Oxford AI Programme, you really need to read this comprehensive Oxford Artificial Intelligence Programme review.

Thinking about Ai Leadership level training? Read my review of the Oxford Artificial Intelligence Programme at Said Business School … whatisai.co.uk/oxford-artif... #Ai #WhatIsAi #OxfordAi #OxfordUniversity #SaidBusinessSchool

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