“Thinking Machines,” hosted by Daniel Reid Cahn, bridges the worlds of artificial intelligence and philosophy - aimed at technical audiences. Episodes explore h...
“Everyone should go to therapy.” It’s a common statement, but much harder to achieve than it looks. There’s only one therapist for every 10K would-be clients, and the gap is only growing every year.That gap is what my latest guest - Dr. Derrick Hull - has spent his career trying to fix. Now serving as the founding Clinical Lead at Slingshot AI, Derrick previously led Clinical R&D at Talkspace, where he was instrumental in popularizing text-message therapy, a previously controversial modality now recognized as critical to increasing accessibility to mental health care. Derrick has had a fascinating career, serving as a practicing psychologist, a clinical advisor and researcher for top startups, and a highly accomplished academic with publications in Nature, the National Academy of Sciences, and Oxford University Press, with his research supported via R01 grants through NIH. It’s been amazing getting to work with Derrick at Slingshot, and I’m so excited to share just a snapshot of the wisdom and insight I collect from him everyday. In our latest conversation, we touch on...The ethical problems (and opportunities) of AI therapyThe role of empathy in practicing psychologyWhy being a therapist can be an “impossible profession”The surprising literature on therapeutic effectiveness… and many, many things in betweenFor more conversations like this, be sure to subscribe to our Youtube channel (@ThinkingMachinesPodcast) and to our show in your favorite podcast player.
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What if we could cure loneliness? Philosophy, dopamine, and more with Mark Ungless
Artificial neural networks were designed to emulate the human brain - and their insane performance on a wide range of tasks is pretty good evidence to support the comparison.Well, it's a bit more complicated than that, at least according to my guest Mark Ungless, former neuroscience lecturer at Imperial and Oxford and current Director of AI at the UK's Mental Health Innovations. Mark and I have collaborated on research for 5+ years, and I've long enjoyed his thoughts on the biology of the brain, the philosophy of the mind, and how AI is changing (and being changed) by our understanding of both. In our latest conversation, we touch on...His groundbreaking research on the biological root of lonelinessHow understanding neuroscience helps you understand humansHow well neural networks represent our own minds (and whether it matters at all!)AI’s ability to do therapyWhat it means to have free will in a world where we understand more about our brains every dayFor more conversations like this, be sure to follow our Youtube channel (@ThinkingMachinesPodcast) and subscribe to our show in your favorite podcast player.
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Does Philosophy Make Progress? Chatting with Every's Dan Shipper
Is the AI revolution we're experiencing going to push us into a future we can't imagine? Or will the pace of progress enable us to adjust along the way?Dan Shipper spends his time thinking and writing on these topics (and many others) as the founder and CEO of Every Media, a technology-focused publication trying to understand the future. Dan is also a lifelong coder and entrepreneur with a background in philosophy and its intersection with tech. Dan and I share a ton in common (beyond just our first names!), so I think you all will enjoy our thoughts on...The meaning of the "good life"Whether the study of philosophy evolves over timeHow cryptocurrency, AI, and the nature of knowledge will accelerate each otherThe value of philosophy and thinking for thinking's sakeWhat the future holds for engineering, philosophy, and humanity at largeIf you like this conversation, check out more of Dan's thought at Every.to and on X 'at' @danshipper.
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OpenAI o1: Another GPT-3 moment?
GPT-3 didn't have much of a splash outside of the AI community, but it foreshadowed the AI explosion to come. Is o1 OpenAI's second GPT-3 moment?Machine Learning Researchers Guilherme Freire and Luka Smyth discuss OpenAI o1, it's impact, and it's potential. We discuss early impressions of o1, why inference-time compute and reinforcement learning matter in the LLM story, and the path from o1 to AI beginning to fulfill its potential.00:00 Introduction and Welcome00:22 Exploring O1: Initial Impressions03:44 O1's Reception06:42 Reasoning and Model Scaling18:36 The Role of Agents27:28 Impact on Prompting28:43 Copilot or Autopilot?32:17 Reinforcement Learning and Interaction37:36 Can AI do your taxes yet?43:37 Investment in AI vs. Crypto46:56 Future Applications and Proactive AI
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The Future is Fine Tuned (with Dev Rishi, Predibase)
Dev Rishi is the founder and CEO of Predibase, the company behind Ludwig and LoRAX. Predibase just released LoRA Land, a technical report showing 310 models that can outcompete GPT-4 on specific tasks through fine-tuning. In this episode, Dev tries (pretty successfully) to convince me that fine-tuning is the future, while answering a bunch of interesting questions, like:Is fine-tuning hard?If LoRAX is a competitive advantage for you, why open-source it?Is model hosting becoming commoditized? If so, how can anyone compete?What are people actually fine-tuning language models for?How worried are you about OpenAI eating your lunch?I had a ton of fun with Dev on this one. Also, check out Predibase’s newsletter called fine-tuned (great name!) and LoRA Land.
“Thinking Machines,” hosted by Daniel Reid Cahn, bridges the worlds of artificial intelligence and philosophy - aimed at technical audiences. Episodes explore how AI challenges our understanding of topics like consciousness, free will, and morality, featuring interviews with leading thinkers, AI leaders, founders, machine learning engineers, and philosophers. Daniel guides listeners through the complex landscape of artificial intelligence, questioning its impact on human knowledge, ethics, and the future.
We talk through the big questions that are bubbling through the AI community, covering topics like "Can AI be Creative?" and "Is the Turing Test outdated?", introduce new concepts to our vocabulary like "human washing," and only occasionally agree with each other.
Daniel is a machine learning engineer who misses his time as a philosopher at King's College London. Daniel is the cofounder and CEO of Slingshot AI, building the foundation model for psychology.
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