Episodit
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Do AI As Science And Engineering Instead - Weâve seen that current AI practice leads to technologies that are expensive, difficult to apply in real-world situations, and inherently unsafe. Neglected scientific and engineering investigations can bring better understanding of the risks of current AI technology, and can lead to safer technologies. https://betterwithout.ai/science-engineering-vs-AI Run-Time Task-Relevant Algorithmic Understanding - The type of scientific and engineering understanding most relevant to AI safety is run-time, task-relevant, and algorithmic. That can lead to more reliable, safer systems. Unfortunately, gaining such understanding has been neglected in AI research, so currently we have little. https://betterwithout.ai/AI-algorithmic-level For more information, see David Chapman's 2017 essay "How should we evaluate progress in AI?" https://betterwithout.ai/artificial-intelligence-progress You can support the podcast and get episodes a week early, by supporting the Patreon: https://www.patreon.com/m/fluidityaudiobooks If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold Original music by Kevin MacLeod. This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License.
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Current AI results from experimental variation of mechanisms, unguided by theoretical principles. That has produced systems that can do amazing things. On the other hand, they are extremely error-prone and therefore unsafe. Backpropaganda, a collection of misleading ways of talking about âneural networks,â justifies continuing in this misguided direction. https://betterwithout.ai/backpropaganda You can support the podcast and get episodes a week early, by supporting the Patreon: https://www.patreon.com/m/fluidityaudiobooks If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold Original music by Kevin MacLeod. This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License.
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Puuttuva jakso?
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The conclusion of this chapter. So-called âneural networksâ are extremely expensive, poorly understood, unfixably unreliable, deceptive, data hungry, and inherently limited in capabilities. In short: they are bad.
https://betterwithout.ai/artificial-neurons-considered-harmful
Sayash Kapoor and Arvind Narayananâs "The bait and switch behind AI risk prediction tools": https://aisnakeoil.substack.com/p/the-bait-and-switch-behind-ai-risk
A video titled "Latent Space Walk": https://www.youtube.com/watch?v=bPgwwvjtX_g
Another video showing a walk through latent space: https://www.youtube.com/watch?v=YnXiM97ZvOM
You can support the podcast and get episodes a week early, by supporting the Patreon:
https://www.patreon.com/m/fluidityaudiobooks
If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold
Original music by Kevin MacLeod.
This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
This begins "Gradient Dissent", the companion material to "Better Without AI". The neural network and GPT technologies that power current artificial intelligence are exceptionally error prone, deceptive, poorly understood, and dangerous. They are widely used without adequate safeguards in situations where they cause increasing harms. They are not inevitable, and we should replace them with better alternatives.
https://betterwithout.ai/gradient-dissent
Artificial Neurons Considered Harmful, Part 1 - So-called âneural networksâ are extremely expensive, poorly understood, unfixably unreliable, deceptive, data hungry, and inherently limited in capabilities. In short: they are bad.
https://betterwithout.ai/artificial-neurons-considered-harmful
You can support the podcast and get episodes a week early, by supporting the Patreon:
https://www.patreon.com/m/fluidityaudiobooks
If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold
Original music by Kevin MacLeod.
This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
The five short chapters in this episode are the conclusion of the main body of Better Without AI. Next, we'll begin the book's appendix, Gradient Dissent.
Cozy Futurism - If we knew weâd never get flying cars, most people wouldnât care. What do we care about?
https://betterwithout.ai/cozy-futurism
Meaningful Futurism - Likeable futures are meaningful, not just materially comfortable. Bringing one about requires imagining it. I invite you to do that!
https://betterwithout.ai/meaningful-future
The Inescapable: Politics - No realistic approach to future AI can avoid questions of power and social organization.
https://betterwithout.ai/inescapable-AI-politics
Responsibility
https://betterwithout.ai/responsibility
This is about you
https://betterwithout.ai/about-you
You can support the podcast and get episodes a week early, by supporting the Patreon:
https://www.patreon.com/m/fluidityaudiobooks
If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold
Original music by Kevin MacLeod.
This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
A Future We Would Like - The most important questions are not about technology but about us. What sorts of future would we like? What role could AI play in getting us there, and also in that world? What is your own role in helping that happen?
https://betterwithout.ai/a-future-we-would-like
How AI Destroyed The Future -We are doing a terrible job of thinking about the most important question because unimaginably powerful evil artificial intelligences are controlling our brains.
https://betterwithout.ai/AI-destroyed-the-future
A One-Bit Future - Superintelligence scenarios reduce the future to infinitely good or infinitely bad. Both are possible, but we cannot reason about or act toward them. Messy complicated good-and-bad futures are probably more likely, and in any case are more feasible to influence.
https://betterwithout.ai/one-bit-future
This episode mentions David Chapman's essay "Vaster Than Ideology" for getting AI out of your head.
Text link: https://meaningness.com/vaster-than-ideology
Episode link: https://fluidity.libsyn.com/vaster-than-ideology
You can support the podcast and get episodes a week early, by supporting the Patreon: https://www.patreon.com/m/fluidityaudiobooks If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold Original music by Kevin MacLeod. This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
Stop obstructing scientific progress! We already know how to dramatically accelerate science: by getting out of the way. https://betterwithout.ai/stop-obstructing-science How to science better. What do exceptional scientists do differently from mediocre ones? Can we train currently-mediocre ones to do better? https://betterwithout.ai/better-science-without-AI Scenius: upgrading science FTW. Empirically, breakthroughs that enable great progress depend on particular, uncommon social constellations and accompanying social practices. Letâs encourage these! https://betterwithout.ai/human-scenius-vs-artificial-genius Matt Clancy reviews the evidence for scientific progress slowing, with citations and graphs. https://twitter.com/mattsclancy/status/1612440718177603584 "Scenius, or Communal Genius", Kevin Kelly, The Technium. https://kk.org/thetechnium/scenius-or-comm/
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Progress requires experimentation. Suggested ways AI could speed progress by automating experiments appear mistaken.
https://betterwithout.ai/limits-to-induction
You can support the podcast and get episodes a week early, by supporting the Patreon:
https://www.patreon.com/m/fluidityaudiobooks
If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold
Original music by Kevin MacLeod.
This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
Forgive the sound quality on this episode; I recorded it live in front of an audience on a platform floating in a lake during the 2024 solar eclipse.
This is a standalone essay by David Chapman on metarationaity.com. How scientific research is like cunnilingus: a phenomenology of epistemology.
https://metarationality.com/going-down-on-the-phenomenon
You can support the podcast and get episodes a week early, by supporting the Patreon:
https://www.patreon.com/m/fluidityaudiobooks
If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold Original music by Kevin MacLeod.
This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
What Is The Role Of Intelligence In Science?
Actually, what are âscienceâ and âintelligenceâ? Precise, explicit definitions arenât necessary, but discussions of Transformative AI seem to depend implicitly on particular models of both. It matters if those models are wrong.
https://betterwithout.ai/intelligence-in-science
Katja Grace, âCounterarguments to the basic AI x-risk caseâ. https://aiimpacts.org/counterarguments-to-the-basic-ai-x-risk-case/ What Do Unusually Intelligent People Do?If we want to know what a superintelligent AI might do, and how, it could help to investigate what the most intelligent humans do, and how. If we want to know how to dramatically accelerate science and technology development, it could help to investigate what the best scientists and technologists do, and how.
https://betterwithout.ai/what-intelligent-people-do Patrick Collison and Tyler Cowen, âWe Need a New Science of Progress,â The Atlantic, July 30, 2019. https://www.theatlantic.com/science/archive/2019/07/we-need-new-science-progress/594946/
Gwern Branwen, âCatnip immunity and alternativesâ. https://www.gwern.net/Catnip#optimal-catnip-alternative-selection-solving-the-mdp You can support the podcast and get episodes a week early, by supporting the Patreon:
https://www.patreon.com/m/fluidityaudiobooks
If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold Original music by Kevin MacLeod.
This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
Radical Progress Without Scary AI: Technological progress, in medicine for example, provides an altruistic motivation for developing more powerful AIs. I suggest that AI may be unnecessary, or even irrelevant, for that. We may be able to get the benefits without the risks.
https://betterwithout.ai/radical-progress-without-AI
What kind of AI might accelerate technological progress?: âNarrowâ AI systems, specialized for particular technical tasks, are probably feasible, useful, and safe. Letâs build those instead of Scary superintelligence.
https://betterwithout.ai/what-AI-for-progress
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Recognize that AI is probably net harmful: Actually-existing and near-future AIs are net harmfulânever mind their longer-term risks. We should shut them down, not pussyfoot around hoping they can somehow be made safe.
https://betterwithout.ai/AI-is-harmful
Create a negative public image for AI: Most funding for AI research comes from the advertising industry. Their primary motivation may be to create a positive corporate image, to offset their obvious harms. Creating bad publicity for AI would eliminate their incentive to fund it.
https://betterwithout.ai/AI-is-public-relations
Seth Lazarâs "Legitimacy, Authority, and the Political Value of Explanations": https://arxiv.org/ftp/arxiv/papers/2208/2208.08628.pdf
Kate Crawford's "Atlas Of AI": https://www.amazon.com/dp/B08WKQ1MTM/?tag=meaningness-20
You can support the podcast and get episodes a week early, by supporting the Patreon:
https://www.patreon.com/m/fluidityaudiobooks
If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold Original music by Kevin MacLeod.
This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
âApocalypse nowâ identified the corrosive influence of new viral ideologies, created unintentionally by recommender systems, as a major AI risk. These may cause social collapse if not tackled head-on. You can resist.
https://betterwithout.ai/spurn-artificial-ideology
Announcement tweet for the Opening Awareness, Opening Rationality discussion group starting on February 1: https://twitter.com/openingBklyn/status/1751314312415567956
Document with more details: https://docs.google.com/document/d/1YPaos3zTgdraF9VouWkHUouVHVsrbYBluUO3Kh--Ezs/edit
Vaster Than Ideology (text): https://meaningness.com/vaster-than-ideology
Vaster Than Ideology (Fluidity Audiobooks episode): https://fluidity.libsyn.com/vaster-than-ideology
Coinbase Is A Mission Focused Company: https://www.coinbase.com/blog/coinbase-is-a-mission-focused-company
You can support the podcast and get episodes a week early, by supporting the Patreon:
https://www.patreon.com/m/fluidityaudiobooks
If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold
Original music by Kevin MacLeod.
This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
Current AI practices produce technologies that are expensive, difficult to apply in real-world situations, and inherently unsafe. Neglected scientific and engineering investigations can bring better understanding of specific risks of current AI technology, and can lead to safer technologies. https://betterwithout.ai/fight-unsafe-AI
You can support the podcast and get episodes a week early, by supporting the Patreon:
https://www.patreon.com/m/fluidityaudiobooks
If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold
Music is by Kevin MacLeod.
This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
The technologies underlying current AI systems are inherently, unfixably unreliable. They should be deprecated, avoided, regulated, and replaced.
https://betterwithout.ai/mistrust-machine-learning
You can support the podcast and get episodes a week early, by supporting the Patreon:
https://www.patreon.com/m/fluidityaudiobooks
If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold
Music is by Kevin MacLeod.
This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
Gaining unauthorized access to computer systems is a key source of power in many AI doom scenarios. That is easy now, because there are scant incentives for serious cybersecurity; so nearly all systems are radically insecure. Technical and political initiatives must mitigate this problem. https://betterwithout.ai/cybersecurity-vs-AI You can support the podcast and get episodes a week early, by supporting the Patreon: https://www.patreon.com/m/fluidityaudiobooks If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold Original music by Kevin MacLeod. This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License.
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Practical Actions You Can Take Against AI Risks: We can and should protect against current and likely future harmful AI effects. This chapter recommends practical, near-term risk reduction measures. I suggest actions for the general public, computer professionals, AI ethics and safety organizations, funders, and governments. https://betterwithout.ai/pragmatic-AI-safety
End Digital Surveillance: Databases of personal information collected via internet surveillance are a main resource for harmful AI. Eliminating them will alleviate multiple major risks. Technical and political approaches are both feasible. https://betterwithout.ai/end-digital-surveillance
JosĂ© Luis RicĂłnâs âSet Sail For Fail? On AI riskâ: https://nintil.com/ai-safety
FTC Sues Kochava for Selling Data that Tracks People at Reproductive Health Clinics, Places of Worship, and Other Sensitive Locations: https://www.ftc.gov/news-events/news/press-releases/2022/08/ftc-sues-kochava-selling-data-tracks-people-reproductive-health-clinics-places-worship-other
Consumer Reportsâ âSecurity Plannerâ: https://securityplanner.consumerreports.org/
Wirecutterâs âEvery Step to Simple Online Securityâ: https://www.nytimes.com/wirecutter/guides/simple-online-security/
Narwhal Academyâs Zebra Crossing: https://github.com/narwhalacademy/zebra-crossing
Privacy Guides: https://www.privacyguides.org/
Installing a blocker is explicitly recommended by the FBI as a way to protect against cybercriminals: https://www.ic3.gov/Media/Y2022/PSA221221
The Electronic Frontier Foundation's page of actions you can take: https://act.eff.org/
The European Digital Rights organization (EDRi) page of simple ways you can influence EU privacy legislation: https://edri.org/take-action/our-campaigns/
You can support the podcast and get episodes a week early, by supporting the Patreon: https://www.patreon.com/m/fluidityaudiobooks
If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold
Original music by Kevin MacLeod.
This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
This concludes the "Apocalypse Now" section of Better Without AI. AI systems may cause near-term disasters through their proven ability to shatter societies and cultures. These might potentially cause human extinction, but are more likely to scale up to the level of the twentieth century dictatorships, genocides, and world wars. It would be wise to anticipate possible harms in as much detail as possible. https://betterwithout.ai/incoherent-AI-apocalypses You can support the podcast and get episodes a week early, by supporting the Patreon: https://www.patreon.com/m/fluidityaudiobooks If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold Original music by Kevin MacLeod. This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License.
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Who is in control of AI? - It may already be too late to shut down the existing AI systems that could destroy civilization.
https://betterwithout.ai/AI-is-out-of-control
What an AI apocalypse may look like - Scenarios in which artificial intelligence systems degrade critical institutions to the point of collapse seem to me not just likely, but well under way.
https://betterwithout.ai/AI-safety-failureThis episode mentions the short story "Sort By Controversial" by Scott Alexander. Here is the audio version narrated by me:
https://unsong.libsyn.com/sort-by-controversial
You can support the podcast and get episodes a week early, by supporting the Patreon: https://www.patreon.com/m/fluidityaudiobooks If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold Original music by Kevin MacLeod. This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License. -
"In this audiobook... A LARGE BOLD FONT IN ALL CAPITAL LETTERS SOUNDS LIKE THIS." Apocalypse now - Current AI systems are already harmful. They pose apocalyptic risks even without further technology development. This chapter explains why; explores a possible path for near-term human extinction via AI; and sketches several disaster scenarios. https://betterwithout.ai/apocalypse-now At war with the machines - The AI apocalypse is now. https://betterwithout.ai/AI-already-at-war This interview with Stuart Russell is a good starting point for the a literature on recommender alignment, analogous to AI alignment: https://www.youtube.com/watch?v=vzDm9IMyTp8 You can support the podcast and get episodes a week early, by supporting the Patreon: https://www.patreon.com/m/fluidityaudiobooks If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold Original music by Kevin MacLeod. This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License.
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