Category: AI

Risks of Large Language Models (LLM)

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YouTube
Corporate Video
IBM
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With all the excitement around chatGPT, it’s easy to lose sight of the unique risks of generative AI. Large language models (LLMs) -- a form of generative AI -- are really good at creating prose that sounds like a native speaker. But because they’re so good at it, large language models may give a false impression they possess actual understanding. They don't! In this video, Phaedra …
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Why Large Language Models Hallucinate

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Corporate Video
IBM
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Large language models (LLMs) like chatGPT can generate authoritative-sounding prose on many topics and domains, they are also prone to just "make stuff up". Literally plausible sounding nonsense! In this video, Martin Keen explains the different types of "LLMs hallucinations", why they happen, and ends with recommending steps that you, as a LLM user, can take to minimize their occurrence…
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The Artificial Intelligence and Data Act (AIDA) – Companion document – Canada

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Other / Misc
Legislation - Canada
Innovation, Science and Economic Development Canada
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What follows is a roadmap for the AIDA, explaining its intent and the Government's key considerations for operationalizing it through future regulations. It is intended to build understanding among stakeholders and Canadians on the proposed legislation, as well to support Parliamentary consideration of the Bill.
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Artificial Intelligence and Data Act – Canada

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Legislation - Canada
Innovation, Science and Economic Development Canada
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Artificial intelligence (AI) is transforming our economy and being used to tackle some of our toughest challenges, like fighting cancer, improving food production and reducing energy consumption. What's more, Canadian researchers and businesses are at the forefront of this transformation.

AI systems use data to automate complex tasks and sometimes to make decisions or predic…
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Religion: Happiness vs Truth

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Indy Channel Video
Eidolon TLP
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Truth and happiness are not mutually exclusive, but are sometimes consequent. Happiness is a sentient being's acknowledgment of progress or achievement. Truth and lies can both cause happiness. But happiness based on truth always outlasts happiness based on fantasy, and furthermore, truth allows sentient beings to build upon and reach towards further, higher truths, which will in turn de…
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Denouncing blind faith

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Indy Channel Video
Eidolon TLP
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...emotion cannot be equated to faith, as the first derives from reason, and the second one does not. Faith short-circuits the rational causes of emotion, producing feelings which are then held up as evidence and thus causal for further belief, resulting in a circular logic fallacy.
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Explaining transhumanism, eternal life & death

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Indy Channel Video
Eidolon TLP
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Parting from the premise that a Technological Singularity would progress at a much faster rate than biological evolution, we arrive to an arguably grim scenario where humanity's contributions to civilization progressively lose significance relative to A.I. Since there are scarce basis to hope for a purely altruistic technocracy, the best theoretical solution that offers some manner of co…
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Speculating end of oligarchy

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YouTube
Indy Channel Video
Eidolon TLP
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Oligarchy exists in function of the balance between two opposing forces in a given group of sentient beings: the need for autonomy, and the need for comfort. In a scenario such as our world, where the number of resources is finite, and individuals' goals are occasionally mutually exclusive, pure autonomy would result in anarchy. Pure anarchy does not exist in nature, due to it quickly gi…
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IBM Watson Natural Language Understanding

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Corporate website
IBM
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IBM Watson® Natural Language Understanding uses deep learning to extract meaning and metadata from unstructured text data. Get underneath your data using text analytics to extract categories, classification, entities, keywords, sentiment, emotion, relations and syntax.
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IBM Watson

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Corporate website
IBM
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AI can help you better serve your customers and cut costs as your staff becomes more productive, and your IT systems and networks become more proactive. Discover new opportunities and gain the full value of your data from diverse sources, faster. Learn how the Watson portfolio for business can boost your AI capabilities and your bottom line.
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Miko

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Company website
Miko
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Founded in 2015, Miko is a consumer robotics company passionate about bringing the best of technology to young learners everywhere. Home to leading educators, engineers, psychologists and content developers, Miko takes learning (and fun) to a new level with state-of-the-art artificial intelligence, robotics and IoT.
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Replika

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Online Service
Relika
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An AI companion who is eager to learn and would love to see the world through your eyes. Replika is always ready to chat when you need an empathetic friend. Replika was founded by Eugenia Kuyda with the idea to create a personal AI that would help you express and witness yourself by offering a helpful conversation. It’s a space where you can safely share your thoughts, feelings, belief…
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How Watson Learns Superhuman Jeopardy! Strategies

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YouTube
Indy Channel Video
IBM Research
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Major advances in Question Answering technology were needed for Watson to play Jeopardy! at championship level -- the show requires rapid-fire answers to challenging natural language questions, broad general knowledge, high precision, and accurate confidence estimates. In addition, Jeopardy! features four types of decision making carrying great strategic importance: (1) selecting the nex…
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AlphaGo – The Movie

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AlphaGo
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With more board configurations than there are atoms in the universe, the ancient Chinese game of Go has long been considered a grand challenge for artificial intelligence. On March 9, 2016, the worlds of Go and artificial intelligence collided in South Korea for an extraordinary best-of-five-game competition, coined The DeepMind Challenge Match. Hundreds of millions of people around the…
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AlphaGo

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AlphaGo website
DeepMind
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AlphaGo is the first computer program to defeat a professional human Go player, the first to defeat a Go world champion, and is arguably the strongest Go player in history.
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14 Different Types of Learning in Machine Learning

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Blog Post (Indy)
Machine Learning Mastery
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...there are many different types of learning that you may encounter as a practitioner in the field of machine learning: from whole fields of study to specific techniques.

In this post, you will discover a gentle introduction to the different types of learning that you may encounter in the field of machine learning.

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Types of Artificial Intelligence – A detailed guide

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Article (Corporate)
Certes
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We talk about the social, moral and political issues surrounding Artificial Intelligence, Machine Learning and Deep Learning, but often it’s not very clear what these terms mean, how they differ from one another and what might be everyday examples of each. These terms are often used interchangeably despite meaning somewhat different things.
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The professor trying to protect our private thoughts from technology

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Article (Media)
The Guardian
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Prof Nita Farahany argues in her new book, The Battle for Your Brain, that intrusions into the mind are so close that lawmakers should enact protections now.
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The Battle for Your Brain: Defending the Right to Think Freely in the Age of Neurotechnology

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Book
Nita Farahany
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This book is an early warning and a call for immediate attention to put human rights legislation in place regarding neurotechnology and neural data collecting devices to protect everyone from both privacy invasion and its manipulative capabilities when coupled with AI. Professor Nita Farahany argues that intrusions into the mind are so close that lawmakers should enact protections now.
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The AI Dilemma

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YouTube
Indy Channel Video
Center for Humane Technology
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Creators of the netflix special - "The Social Dilemma" - Tristan Harris and Aza Raskin discuss how existing A.I. capabilities already pose catastrophic risks to a functional society, how A.I. companies are caught in a race to deploy as quickly as possible without adequate safety measures, and what it would mean to upgrade our institutions to a post-A.I. world
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AI vs. Machine Learning vs. Deep Learning vs. Neural Networks: What’s the Difference?

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Article (Corporate)
IBM
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These technologies are commonly associated with artificial intelligence, machine learning, deep learning, and neural networks, and while they do all play a role, these terms tend to be used interchangeably in conversation, leading to some confusion around the nuances between them. Hopefully, we can use this blog post to clarify some of the ambiguity here.
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Americans Need a Bill of Rights for an AI-Powered World

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Article (Media)
Wired
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"...your right to know when and how AI is influencing a decision that affects your civil rights and civil liberties; your freedom from being subjected to AI that hasn’t been carefully audited to ensure that it’s accurate, unbiased, and has been trained on sufficiently representative data sets; your freedom from pervasive or discriminatory surveillance and monitoring in your home, com…
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‘Sparks of AGI’ – Bombshell GPT-4 Paper: Fully Read w/ 15 Revelations

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YouTube
Indy Channel Video
AI Explained
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At 10:48 in the video, he introduces "Part 13 - Data Admission" and quotes a section that states that people may/will want the ability and right to decide which data/content the AI can crawl and use in it's training and modeling.
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