Privacy, Audit and Accountability

Why it's on BrighterTube

Hand-picked by a BrighterTube curator · found via round-3 back catalogue of a channel Lumen picks video by video · 82% confidence

Discusses privacy, audit and accountability frameworks in systems. Teaches security and trust principles for software and data handling.

What you'll learn

A 66-minute video from Microsoft Research: “Privacy, Audit and Accountability”.

Programming & CS Philosophy

Video by Microsoft Research, played through YouTube's embedded player.

Part of Privacy Research

52:55

Navigating Cultural-Awareness, Biases & Misinformation in Multi-agent and Human-agent Interactions Microsoft ResearchProgramming & CS

51:27

Ideas: AI and democracy with Madeleine Daepp and Robert Osazuwa Ness Microsoft ResearchProgramming & CS

Consciousness in Artificial Intelligence | John Searle | Talks at Google Talks at GooglePhilosophy481K views

Joscha: From Computation to Consciousness (31c3)Joscha BachPhilosophy28.5K views

Seymour Papert 1983 Cynthia SolomonLectures28.2K views

Joscha: Computational Meta-Psychology media.ccc.dePhilosophy85.2K views

But what is a neural network? | Deep learning chapter 1 3Blue1BrownScience & Math25.1M views

Let's build GPT: from scratch, in code, spelled out.Andrej KarpathyProgramming & CS8.21M views

Transformers, the tech behind LLMs | Deep Learning Chapter 5 3Blue1BrownProgramming & CS11.6M views

The spelled-out intro to neural networks and backpropagation: building micrograd Andrej KarpathyProgramming & CS4.41M views

58:19

Irving Finkel | The Ark Before Noah: A Great Adventure The Institute for the Study of Ancient CulturesHistory5.09M views

24:26

The Beauty of Bézier Curves Freya HolmérProgramming & CS2.23M views

52:55

Navigating Cultural-Awareness, Biases & Misinformation in Multi-agent and Human-agent Interactions

Microsoft Research

A 53-minute video from Microsoft Research: “Navigating Cultural-Awareness, Biases & Misinformation in Multi-agent and Human-agent Interactions”.

51:27

Ideas: AI and democracy with Madeleine Daepp and Robert Osazuwa Ness

Microsoft Research

A 51-minute video from Microsoft Research: “Ideas: AI and democracy with Madeleine Daepp and Robert Osazuwa Ness”.

Consciousness in Artificial Intelligence | John Searle | Talks at Google

Talks at Google481K views

John Searle argues that syntax isn't semantics — the Chinese Room — and that computation alone can't produce consciousness, then takes questions from Google engineers.

Joscha: From Computation to Consciousness (31c3)

Joscha Bach28.5K views

Cognitive scientist Joscha Bach outlines a computational account of mind, from how minds model the world to how consciousness might arise.

Seymour Papert 1983

Cynthia Solomon28.2K views

A 1983 excerpt of Seymour Papert, creator of Logo, on children learning abstract ideas by acting out the turtle.

Joscha: Computational Meta-Psychology

media.ccc.de85.2K views

Joscha Bach's 32C3 talk on computational meta-psychology: how a mind could be built from computational principles and what that says about motivation and consciousness.

But what is a neural network? | Deep learning chapter 1

3Blue1Brown25.1M views

Builds up what a neural network actually is — neurons as numbers, layers, weights and biases — using handwritten-digit recognition as the running example.

Let's build GPT: from scratch, in code, spelled out.

Andrej Karpathy8.21M views

Building a GPT-style language model from scratch in code, following 'Attention Is All You Need'.

Transformers, the tech behind LLMs | Deep Learning Chapter 5

3Blue1Brown11.6M views

How transformer models (the 'T' in GPT) turn text into vectors and predict the next token, step by step.

The spelled-out intro to neural networks and backpropagation: building micrograd

Andrej Karpathy4.41M views

Building micrograd, a tiny autograd engine, to understand backpropagation completely.

58:19

Irving Finkel | The Ark Before Noah: A Great Adventure

The Institute for the Study of Ancient Cultures5.09M views

Irving Finkel of the British Museum tells how he decoded a cuneiform tablet describing a round ark, and what Mesopotamian flood stories reveal about the Genesis account.

24:26

The Beauty of Bézier Curves

Freya Holmér2.23M views

Freya Holmér builds Bézier curves from linear interpolation up, covering de Casteljau's algorithm, derivatives, arc length and their use in games and graphics.