agi
21:10How to Slow Aging (and even reverse it)
7.4M views • 6 years ago
Veritasium
Veritasium presents David Sinclair's information theory of aging, which says aging is a loss of epigenetic information, and the evidence that aging can be slowed or reversed. It touches on stressors like fasting, exercise and cold exposure.
15:27Why Not Just: Think of AGI Like a Corporation?
163K views • 7 years ago
Robert Miles AI Safety
Robert Miles asks whether corporations can be thought of as artificial general superintelligences and how far the analogy holds. He argues the differences, such as being limited by employees' capabilities, matter for AI safety.
6:48Why Age? Should We End Aging Forever?
9M views • 9 years ago
Kurzgesagt – In a Nutshell
Kurzgesagt's short animated video asks whether humanity should try to end aging, and argues the case for curing age-related disease. It is part one of a pair, with a second part by CGP Grey.
19:31Math Magic
14M views • 10 years ago
Vsauce
Vsauce explores math through card tricks and big numbers, including an animation of how enormous 52 factorial, the number of deck orderings, really is.
7:21How to Cure Aging – During Your Lifetime?
8M views • 9 years ago
Kurzgesagt – In a Nutshell
A Kurzgesagt animated explainer on whether aging could be cured within our lifetimes, made with Lifespan.io and the LEAF foundation. It introduces the idea of treating aging as a medical problem.
31:58Kraut Space Magic: the H&K G11
10.3M views • 7 years ago
Forgotten Weapons
Forgotten Weapons examines the Heckler & Koch G11, a West German experimental rifle built around a caseless cartridge. The video covers the G11K2 and its unusual technology before its cancellation for political and economic reasons.
12:44We Were Taught to Call Death a Blessing
11.9M views • 8 years ago
CGP Grey
CGP Grey narrates an animated adaptation of Nick Bostrom's Fable of the Dragon-Tyrant. The story uses a dragon that demands a daily toll of lives as a metaphor for aging and society's acceptance of death.
Topic match · Medicine & infectious disease
10:36Why Would AI Want to do Bad Things? Instrumental Convergence
274K views • 8 years ago
Robert Miles AI Safety
Robert Miles explains instrumental convergence: why an AGI with almost any goal would tend to pursue sub-goals like self-preservation and resource acquisition. It builds on Omohundro's basic AI drives and his orthogonality thesis video.
Topic match · AI safety, AGI & impact
13:03Intelligence and Stupidity: The Orthogonality Thesis
710K views • 8 years ago
Robert Miles AI Safety
Robert Miles explains the orthogonality thesis: how an agent can be highly intelligent while pursuing goals that seem stupid or alien to humans. He separates intelligence from goals and touches on the stamp-collector example.
Topic match · AI safety, AGI & impact
4:36Don't Be the Last Person to Die
8.2M views • 9 years ago
CGP Grey
CGP Grey argues that aging and death are a problem worth defeating, using a short animated essay. It is part of a pair with a follow-up from Kurzgesagt.
8:30Deadly Truth of General AI? - Computerphile
941K views • 11 years ago
Computerphile
A Computerphile video in which Rob Miles warns against assuming a general AI will think like a human. He uses the thought experiment of a stamp-collecting AI to show how a goal-driven system could pursue its aim with dangerous results.
Topic match · AI safety, AGI & impact
20:00AI "Stop Button" Problem - Computerphile
1.4M views • 9 years ago
Computerphile
Rob Miles explains on Computerphile why implementing an off switch for a general AI is hard. A capable agent would resist being stopped because shutdown prevents it from achieving its goal.
Topic match · AI safety, AGI & impact
5:17The IGF-1 Trade-Off: Performance vs. Longevity
517K views • 13 years ago
FoundMyFitness
A short FoundMyFitness explainer on the trade-off between growth hormone/IGF-1 and longevity. Higher IGF-1 helps muscle and cognition, while lower levels are linked to longer lifespan and stress resistance.
Topic match · Medicine & infectious disease
15:01What Happened to Horses Is Happening to Us
19.8M views • 12 years ago
CGP Grey
CGP Grey's video "Humans Need Not Apply" argues that automation will make a large part of the workforce economically obsolete, much as engines did for horses. It surveys robots and software replacing both physical and mental labor.
Topic match · AI safety, AGI & impact
13:44Is AI Safety a Pascal's Mugging?
388K views • 7 years ago
Robert Miles AI Safety
Robert Miles examines whether the case for AI safety is a Pascal's mugging, a tiny probability of an enormous payoff. He argues it is not, because AI risk does not depend on vanishingly small probabilities.
Topic match · AI safety, AGI & impact
17:52Training AI Without Writing A Reward Function, with Reward Modelling
259K views • 6 years ago
Robert Miles AI Safety
Robert Miles explains reward modelling, in which an AI learns what humans want from their preference comparisons instead of a hand-written reward function. He walks through the 2017 paper on deep reinforcement learning from human preferences.
Topic match · AI safety, AGI & impact
9:33Avoiding Negative Side Effects: Concrete Problems in AI Safety part 1
161K views • 9 years ago
Robert Miles AI Safety
Robert Miles introduces the first of several videos on the paper 'Concrete Problems in AI Safety', focusing on how AI systems can cause accidental negative side effects. It explains the problem in accessible terms.
Topic match · AI safety, AGI & impact
8:16Why Asimov's Laws of Robotics Don't Work - Computerphile
873K views • 11 years ago
Computerphile
Rob Miles explains for Computerphile why simple rule sets like Asimov's Three Laws cannot make robots and AI safe. Terms like harm and human are too ambiguous to specify precisely.
Topic match · AI safety, AGI & impact
6:16The Artificial Intelligence That Deleted A Century
2M views • 7 years ago
Tom Scott
A speculative-fiction video by Tom Scott, framed as coming from a future, about an AI called Earworm that enforces copyright so aggressively that humanity ends up forgetting a century of pop culture. It is animated and narrated as part of his series of videos from a future.
Topic match · AI safety, AGI & impact
11:13What if you could only see the world in UV?
5.6M views • 8 years ago
Veritasium
Veritasium shows what the world looks like through a UV camera. It covers how pigments absorb UV, how fluorescence works, and how UV imaging reveals sunscreen effectiveness and skin damage.
11:39The Ingenious Design of the Aluminum Beverage Can
19.5M views • 11 years ago
engineerguy
Bill Hammack of Engineer Guy explains the engineering behind the aluminum beverage can: why it is cylindrical, how it is manufactured, why it narrows at the top, the double seam, and how the pull tab works.
Topic match · Product & industrial design
12:08Why Some Diseases Only Traveled One Direction
13.9M views • 10 years ago
CGP Grey
CGP Grey explains why European diseases devastated the Americas while few deadly diseases traveled the other way. He ties it to livestock domestication, dense cities, and the ideas of Guns, Germs and Steel.
Topic match · Medicine & infectious disease
4:26British Plugs Are Better Than All Other Plugs, And Here's Why
7.6M views • 12 years ago
Tom Scott
Tom Scott explains the design of the British BS 1363 plug and socket, including fuses, shutters and safety features, and why he thinks it beats other plugs.
Topic match · Product & industrial design
5:15The Milk-Industrial Complex: Why You Don't Need to Drink Milk
422K views • 12 years ago
Healthcare Triage
A short Healthcare Triage episode by Aaron Carroll arguing that milk gets an undeserved pass in efforts to improve diets. It examines claims about calcium and bone strength and concludes you don't need to drink milk.
Topic match · Medicine & infectious disease
44:13Doctor Dissects the Wim Hof Method - Cold Hard Science Analysis
1.8M views • 7 years ago
Medlife Crisis
A cardiologist runs a detailed, skeptical review of the Wim Hof Method, covering the research on cold exposure and breathing techniques. It also teaches how to read scientific statistics critically.
Topic match · Medicine & infectious disease
7:09The Deadliest Being on Planet Earth – The Bacteriophage
35.3M views • 8 years ago
Kurzgesagt – In a Nutshell
An animated Kurzgesagt explainer on bacteriophages, viruses that kill bacteria, covering how they infect and burst cells and their potential as therapy against antibiotic-resistant bacteria.
Topic match · Medicine & infectious disease
22:522016/2017 MUST-KNOW WEB DEVELOPMENT TECH - Watch this if you want to be a web developer
916K views • 10 years ago
LearnCode.academy
LearnCode.academy presents a roadmap of web development technologies to learn in 2016 and 2017, spanning front-end, back-end and DevOps tools.
Topic match · Software practice, open source & careers
1:21:39D is for Debacle - The Crucial Story of Vitamin D and Human Health
302K views • 11 years ago
Ivor Cummins
Ivor Cummins gives an 82-minute presentation on the history and science of vitamin D and human health. He draws on expert interviews to argue that sun exposure and vitamin D status are linked to many chronic diseases.
Topic match · Medicine & infectious disease
7:49The Immune System Explained I – Bacteria Infection
54.7M views • 12 years ago
Kurzgesagt – In a Nutshell
A Kurzgesagt animation of how the immune system responds to a bacterial infection, depicting immune cells as an army defending the body.
Topic match · Medicine & infectious disease
11:17Everything is a Remix Part 3 (Original Series, 2011)
501K views • 15 years ago
Kirby Ferguson
Part 3 of Kirby Ferguson's Everything is a Remix series, using Apple and the iPhone to show how invention builds on copying and combining prior ideas. It argues that creativity and innovation are inseparable from copying.
Topic match · Product & industrial design
2:52If money was no object, should you run every medical test?
263K views • 8 years ago
Medlife Crisis
A doctor from Medlife Crisis explains in under three minutes why even a rich patient should not simply order every medical test, touching on pre-test probability and Bayesian reasoning. False positives make blanket testing counterproductive.
Topic match · Medicine & infectious disease
13:43The Senseless Ambiguity of North American Turn Signals
4.2M views • 8 years ago
Technology Connections
Technology Connections explains why North American tail light rules, which allow red turn signals and flashing brake lights, make signals ambiguous. He argues for amber signals and cites studies showing a safety benefit.
Topic match · Product & industrial design
7:19Cyclists' hearts: can you be so fit that you die?
2.2M views • 8 years ago
Medlife Crisis
Medlife Crisis examines why some elite endurance athletes die in their sleep, covering extremely slow heart rates and the effects of performance-enhancing drugs that thicken blood. It uses cyclist Marco Pantani as an example.
Topic match · Medicine & infectious disease
7:53Why Are American Health Care Costs So High?
7.7M views • 13 years ago
vlogbrothers
John Green explains why the US spends far more on health care than other countries, going through insurers, drug companies, hospitals and lawyers. He argues the causes are complicated rather than a simple blame game.
Topic match · Medicine & infectious disease
5:32It's not you. Bad doors are everywhere.
10.6M views • 10 years ago
Vox
Vox's Joe Posner, with help from 99% Invisible, explains why bad doors are everywhere. It covers Don Norman's long-running complaint about doors and the idea that good design should not need instructions.
Topic match · Product & industrial design
14:28A Scientist Spilled 2 Drops Organic Mercury On Her Hand. This Is What Happened To Her Brain.
15.8M views • 8 years ago
Chubbyemu
Chubbyemu narrates the true case of a professor who spilled two drops of dimethylmercury on her hand and suffered fatal neurological damage.
Topic match · Medicine & infectious disease
6:36Exercise Is Really Good for You. Like, REALLY Good for You.
292K views • 11 years ago
Healthcare Triage
A Healthcare Triage episode summarizing the evidence on the health benefits of exercise, made in response to people misreading the host's column on exercise and weight. It argues exercise offers large benefits.
Topic match · Medicine & infectious disease
8:16Giving birth costs a lot. Hospitals won't tell you how much.
3.4M views • 10 years ago
Vox
A Vox reporter tries to learn what his son's birth would cost before it happens and fails, showing how opaque US hospital pricing is even for the most common procedure.
Topic match · Medicine & infectious disease
7:04Genetic Engineering and Diseases – Gene Drive & Malaria
9.9M views • 10 years ago
Kurzgesagt – In a Nutshell
A Kurzgesagt animation on using gene drives to modify mosquitoes against malaria, and whether we should. It explains the mechanism and the ethical trade-offs.
Topic match · Medicine & infectious disease
9:19How to Understand What Black Holes Look Like
11M views • 7 years ago
Veritasium
Veritasium explains what a black hole should look like, using J.P. Luminet's 1979 work and a cardboard 3D model to show how light bends around it. It was made just as the first black hole image was released.