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Pamela McCorduck: Machines Who Think and the Early Days of AI | Lex Fridman Podcast #34

Pamela McCorduck: Machines Who Think and the Early Days of AI | Lex Fridman Podcast #34

42 segments available

Segments Timeline

1
0:01 - 0:43
0:42 duration115 words

The Origins of AI: A Historical Perspective

Pamela McCorduck introduces her work on the history and philosophical significance of artificial intelligence, highlighting her book 'Machines Who Think.' She connects the ancient desire to forge gods with the evolution of AI, emphasizing the blend of science, engineering, and mythology that has shaped our relationship with intelligent machines.

"Pamela Romo quartic she's an author who is written on the history and the philosophical significance of artificial intelligence her books include machines who think in 1979 the fifth generation in 198..."

2
0:43 - 1:19
0:35 duration96 words

The Early Days of AI: A Personal Journey

McCorduck shares her journey of writing 'Machines Who Think,' transitioning from novelist to historian. She recounts her experience interviewing early AI pioneers and the challenges she faced in documenting a field that was still in its infancy, emphasizing the importance of capturing their insights.

"grounded day to day science math and engineering to popular stories and science fiction and myths of automatons that go back for centuries through her literary work she has spent a lot of time with th..."

3
1:19 - 2:06
0:47 duration124 words

Founding Fathers of AI: Key Figures

In this segment, McCorduck discusses the prominent figures of the Dartmouth conference, including Marvin Minsky, John McCarthy, Allen Newell, and Herbert Simon. She reflects on their contributions and the significance of their work in establishing the foundations of artificial intelligence.

"community today I often don't know where the conversation may take us but I jump in and see having no constraints rules or goals is a wonderful way to discover new ideas this is the artificial intelli..."

4
2:06 - 2:55
0:48 duration123 words

The Visionaries Behind AI

McCorduck paints a vivid picture of the early AI pioneers, describing their motivations and the groundbreaking ideas they pursued. She highlights their awareness of the importance of their work and the collaborative spirit that characterized the early days of AI research.

"of myth and legend so tell me if you could the story of how you first arrived at the book the journey of beginning to write it I had been a novelist I'd published two novels and I was sitting under th..."

5
2:55 - 3:38
0:43 duration118 words

The Intersection of AI and Literature

Exploring her literary background, McCorduck discusses how her fascination with AI was influenced by her experiences as an English major. She emphasizes the narrative aspect of AI's development and how storytelling plays a crucial role in understanding its evolution.

"were people who John McCarthy for example thought it was a nutty idea there were much you know the field had not evolved yet so on and he had some mathematical thing he thought I should write instead ..."

6
3:38 - 4:22
0:44 duration123 words

The Philosophical Implications of AI

McCorduck delves into the philosophical questions raised by the pursuit of artificial intelligence. She reflects on the spiritual and cognitive aspects of creating intelligence outside the human experience, and how these ideas have evolved over time.

"kicking and able to talk about what they're doing did they sound or feel like founders at the time that they know that they've been found they have founded some oh yeah they knew what they were doing ..."

7
4:22 - 5:01
0:39 duration94 words

Funding Challenges in AI Research

In this segment, McCorduck recounts her struggles to secure funding for her research on AI history. She shares her experiences with various institutions and the skepticism she faced as a writer, ultimately finding support from an unexpected source.

"conference the so Marvin Minsky was there McCarthy was there Claude Shannon Allen you'll herb Simon some of the folks you've mentioned right then there's the other characters right the would one of yo..."

8
5:01 - 5:47
0:46 duration117 words

The Roots of AI: Myths and Legends

McCorduck discusses the deep historical roots of artificial intelligence, tracing back to ancient myths and legends. She highlights how concepts of intelligent beings have existed for centuries, influencing modern perceptions of AI.

"paint a picture that stand out to you or memory those people you've interviewed and maybe not people that were just in the India the atmosphere in the atmosphere uh of course the four founding fathers..."

9
5:47 - 6:30
0:43 duration109 words

Hellenic vs. Hebraic Views on Robots

Exploring cultural perspectives, McCorduck contrasts the Hellenic view of robots as helpful entities with the Hebraic perspective that warns against creating human-like beings. She discusses how these views have shaped societal attitudes toward artificial intelligence.

"I had been EDI Gonzalez assistant at Stanford and before that I had worked on a book by edited by Feigenbaum and Julian Feldman called a computers and thought it was the first textbook of readings of ..."

10
6:30 - 7:10
0:40 duration95 words

The Evolution of Intelligence Concepts

McCorduck reflects on how the definition of intelligence has expanded over the years, including discussions on non-human intelligence. She emphasizes the role of AI in prompting new questions about cognition and intelligence across species.

"and that's why you saw that historical but that literary background which i think is very much a part of the continuum of AI that the AI grew out of that same impulse is that yeah that traditional wha..."

11
7:10 - 8:00
0:50 duration95 words

AI as a Mirror to Humanity

In this segment, McCorduck discusses how the pursuit of artificial intelligence serves as a reflection of human nature. She highlights the questions AI raises about our understanding of intelligence and the ethical implications of creating intelligent machines.

"I in fact the final chapter is very wishy-washy frankly I'll succeed the fieldid yeah yes it was there the idea that a AI began with the wish to forge the God so the the spiritual component that we cr..."

12
11:20 - 12:01
0:40 duration106 words

The Ancient Roots of AI

Pamela McCorduck discusses the historical roots of artificial intelligence, tracing back to ancient texts like Homer's 'Iliad' and 'Odyssey'. She highlights how the concept of robots and intelligent machines has been present in literature for centuries, illustrating humanity's long-standing fascination with the idea of creating life-like entities.

"few decades what what are the roots of AI oh they go back so far yes of course there's all the legendary stuff The Golem and the early robots of the 20th century but they go back much further than tha..."

13
12:01 - 12:43
0:42 duration103 words

Early Scientific Aspirations

McCorduck reflects on the early attempts by scientists in the late 19th and early 20th centuries to create intelligent machines. She mentions figures like Charles Babbage and Ada Lovelace, who envisioned machines capable of intelligent behavior, despite lacking the technology to realize these dreams at the time.

"he doesn't have two crew people to do that the crew man yeah it's it's magic it's robots whoa I thought how interesting so we've had this notion of AI for a long time and then toward the end of the 19..."

14
12:43 - 14:13
1:29 duration216 words

Hellenic vs. Hebraic Views on Robots

In this segment, McCorduck contrasts the Hellenic and Hebraic perspectives on robots. She explains how the Hellenic view embraces robots as helpful entities, while the Hebraic perspective, rooted in religious commandments, raises concerns about creating life that imitates humans, reflecting deeper societal fears about artificial intelligence.

"when he ran out of funding the British government finally said that's enough he and lady Lovelace decided oh well why don't we make you know why don't we play the ponies with this he had other ideas f..."

15
14:13 - 15:02
0:49 duration127 words

The Fear of Creation: Blasphemy and AI

McCorduck delves into the primal fears associated with artificial intelligence, likening them to the themes in Mary Shelley's 'Frankenstein'. She discusses how societal fears of creating life stem from religious roots and the potential consequences of such creations, emphasizing the psychological aspects of these fears.

"now you can say yeah but there gonna be some downsides and I say yes there are but blasphemy is not one of them you know there's a kind of fear that feels to be almost primal there's their religious r..."

16
15:02 - 16:04
1:01 duration164 words

The Primal Fear of Replacement

This segment explores the deep-seated fear that intelligent machines may surpass human intelligence and replace humanity. McCorduck articulates this primal fear, suggesting it reflects broader anxieties about mortality and the implications of creating thinking machines.

"reason to fear it but because it can get out of hand maybe you can speak to that fear the psychology if you've thought about it you know there's a practical sort of fears concerns in the short term yo..."

17
16:04 - 17:30
1:26 duration196 words

Reflections on AI's Evolution

McCorduck shares insights from her friendship with Edie Feigenbaum, a key figure in AI history. She discusses how perceptions of AI have evolved over the decades, highlighting the ongoing human impulse to create intelligent machines and the challenges faced in understanding their implications.

"I almost look almost kind of a kind of mortality so around the time you said you work with it Stanford with Edie phagon bomb mm-hmm so let's look at that one person throughout this history clearly key..."

18
17:30 - 19:01
1:30 duration223 words

The Intersection of AI and Computer Science

In this segment, McCorduck reflects on the historical relationship between AI and computer science, noting how AI was initially viewed as an outcast within the scientific community. She recounts pivotal moments, including Don Knuth's advocacy for AI's inclusion in computer science discussions.

"outside the human cranium that has intelligence I think it's very hard when you're down at the algorithmic level and you're just trying to make something work which is hard enough just step back and t..."

19
19:01 - 20:41
1:39 duration217 words

Literary Conventions and AI Narratives

McCorduck discusses the literary conventions that shape our narratives about AI, particularly the archetype of the villainous machine. She critiques this paradigm, suggesting that it oversimplifies the complex relationship between humans and intelligent machines, as illustrated in stories like 'Frankenstein'.

"did early on or pretty early on what they had but in a different way from how I looked at it the two cognitive psychologists Newell and Simon they wanted to imagine and reforming cognitive psychology ..."

20
20:41 - 22:47
2:05 duration277 words

The Complexity of Creation and Acceptance

This segment examines the philosophical implications of creating intelligent machines, drawing parallels to societal attitudes towards marginalized groups. McCorduck reflects on the potential for AI to be treated as 'the other' and the importance of acceptance and understanding in shaping the future of human-machine relationships.

"way it's gonna be but that's the way we're used to it so when we tell stories about AI it's always with this paradigm I thought yeah he's right you know looking back in the classics are you are is cer..."

21
22:47 - 24:06
1:19 duration172 words

Conversations with AI Pioneers

McCorduck shares anecdotes from her conversations with AI pioneers like Herb Simon, emphasizing the blend of personal and professional discussions that shaped her understanding of AI. She highlights the importance of interdisciplinary dialogue in advancing the field of artificial intelligence.

"you have if we get philosophical for a second do you worry that once we create machines that are a little bit more intelligent let's look at Roomba that vacuum is the cleaner that that this darker par..."

22
23:41 - 24:57
1:15 duration165 words

The Early Days of AI at CMU

Pamela McCorduck reflects on her experiences at Carnegie Mellon University, discussing the early perceptions of AI and its relationship with computer science. She highlights the skepticism surrounding AI during its formative years and the pivotal role of figures like Don Knuth in advocating for its inclusion in the broader scientific discourse.

"was changed your own thinking about AI has changed see master McCarthy is uh what about the years at CMU Carnegie Mellon with Joe and was sure a Joe was not in AI he was in algorithmic complexity was ..."

23
24:57 - 26:50
1:53 duration299 words

Conversations with Herb Simon

McCorduck shares her personal anecdotes about her friendship with Herb Simon, a key figure in AI. Their discussions often transcended AI, delving into literature, music, and art, showcasing the human side of scientific inquiry and the warmth of their intellectual exchanges.

"really Don Don Knuth yes I talked to mrs. Nisa out of all the people yes but you see yeah an AI person couldn't have made that argument he wouldn't have been believed but Knuth was believed yes so Geo..."

24
26:50 - 29:02
2:11 duration326 words

Evolving Views on AI

In this segment, McCorduck discusses how her views on artificial intelligence evolved while writing 'Machines Who Think.' She expresses initial skepticism about AI's potential and reflects on the advancements and limitations of symbolic processing in the field.

"but it was very warm so one summer I said to her you know well my students have all the really interesting conversations I was teaching at the University of Pittsburgh then in the English department y..."

25
29:02 - 30:14
1:11 duration162 words

The Myth of AI Winter

McCorduck challenges the notion of an 'AI winter,' arguing that the research conducted during the 1980s laid crucial groundwork for future developments. She emphasizes that the perceived stagnation was often due to a lack of monetization rather than a failure of scientific inquiry.

"would work out it didn't matter to me it was so audacious the whole thing being a IAI general yeah and in some ways it hasn't worked out the way I expected so far that is to say there's this wonderful..."

26
30:14 - 31:59
1:45 duration289 words

The Disconnect Between Science and Commerce

This segment explores the tension between scientific research and commercial interests in AI. McCorduck discusses how over-promising by researchers can lead to disillusionment and funding cuts, ultimately affecting the progress of AI research.

"that feel like both the possibility and the winter that followed slow down ah you know this whole thing about AI winter is to me a crock snow winters because I look at the basic research that was bein..."

27
31:59 - 33:06
1:07 duration174 words

The Resilience of Scientific Inquiry

McCorduck expresses her belief in the resilience of scientific research, asserting that true scientific progress continues despite commercial pressures. She highlights the dedication of researchers who persist in their work out of passion for science.

"come I just don't believe that it'll be in a year yeah I wish but nevertheless there's I found vehicles is a good example there's a feeling many companies have promised by 2021 by 2022 for GM I basica..."

28
33:06 - 34:44
1:37 duration186 words

Complexity and AI: A Personal Journey

In this reflective segment, McCorduck discusses her exploration of complexity theory and its intersection with AI. She shares insights from her work with Harold Cohen, a painter involved in AI, and the challenges they faced in their collaboration.

"can really be killed by not getting proper funding or timely funding I think Great Britain was a perfect example of that the Whitehill report in remembers a year essentially said there's no use of gre..."

29
35:32 - 36:11
0:38 duration114 words

The Evolution of AI Conversations

Pamela McCorduck reflects on the historical evolution of the AI community, noting the shift from symbolic AI to algorithmic approaches. She discusses the implications of this transition, including the potential downsides of algorithmic decision-making, which can inherit human biases and mistakes.

"is a huge amount of funding now and there's a concern on the AI side and deep learning there's a concern that we might with over-promising hit another slowdown and funding which does affect the number..."

30
36:11 - 37:02
0:51 duration117 words

Complexity and the Santa Fe Institute

McCorduck shares her experiences at the Santa Fe Institute, emphasizing its role in her understanding of complexity and adaptive systems. She recounts her interactions with notable figures like Murray Gelman and how these discussions revitalized her interest in AI and complexity.

"just as we were just talking the symbolic AI really kind of dried up and it all became algorithmic I remember a young AI student telling me what he was doing and I had been away from the field long en..."

31
37:02 - 38:50
1:47 duration224 words

Harold Cohen and AI Art

In this segment, McCorduck discusses her project with artist Harold Cohen, who integrated AI into his painting process. She reflects on the friction in their collaboration and how her sabbatical year at the Santa Fe Institute helped her gain new insights into the intersection of art and AI.

"the bigger trees the shortsightedness and so on and so on so you mentioned santa fe institute i usually you've written the novel edge of chaos but it's inspired by the ideas of complexity where a lot ..."

32
38:50 - 39:44
0:53 duration122 words

The Impact of the Santa Fe Institute

McCorduck describes the restorative experience she had at the Santa Fe Institute, highlighting the collaborative environment and the exchange of ideas. She expresses her regret for not writing a book about the Institute, recognizing its significance in the broader context of AI research.

"different by chance this was a sabbatical year for my husband and we spent two months at the Santa Fe Institute in two months at Caltech and then the spring semester in Munich Germany okay those two m..."

33
39:44 - 41:11
1:27 duration240 words

The Spirit of AI Today

McCorduck compares the excitement surrounding AI in the past to the current enthusiasm among young researchers. She discusses the ongoing belief that AI will change the world and reflects on the unpredictability of breakthrough timelines in the field.

"people that I was talking to about complex adaptive systems was Murray Gelman and I told Murray what Harold Cohen had done and I said you know this sounds to me like a complex adaptive system he said ..."

34
41:11 - 42:44
1:32 duration265 words

Skepticism Towards the Singularity

McCorduck shares her skepticism about the concept of the singularity as presented by Ray Kurzweil. She argues that machines have already surpassed human capabilities in many areas and questions the notion of a dramatic turning point in AI development.

"moment I said all too bad I think it would make an interesting book well he was right and I was wrong I wish I'd done it but that's interesting I hadn't thought about that that that was a road not tak..."

35
42:44 - 44:12
1:28 duration205 words

Dreams of Human-like AI

In this segment, McCorduck discusses her vision for human-like AI, referencing a story she wrote about a 'geriatric robot.' She emphasizes the importance of emotional connection and companionship in AI, highlighting the potential for AI to enhance human experiences.

"member we're in Santa Fe every summer we bought a house there and I didn't have that much to do with the Institute anymore I was writing my novels I was doing whatever I was doing but I loved the Inst..."

36
44:12 - 50:26
6:13 duration882 words

The Complexity of Human-AI Relationships

McCorduck and Fridman explore the nuances of human relationships with AI assistants. They discuss the potential for AI to optimize experiences while acknowledging the complexities and emotional dynamics that come with human interactions, emphasizing the need for balance.

"change the world tomorrow on a timescale do you have a sense of what of the time scale at which breakthroughs in AI haven't I really don't because look at deep learning if that was a Geoffrey Hinton c..."

37
50:07 - 51:14
1:07 duration146 words

The Challenge of Human-Level AI

This segment delves into the complexities of achieving human-level intelligence in AI. McCorduck discusses the unpredictability of AI development and the historical context of predictions made by early AI pioneers. She reflects on the surprises and challenges that have shaped her understanding of the field, emphasizing the need for patience and adaptability.

"we don't necessarily want a perfect servant I don't maybe you disagree with that but there's um I think there's a push and pull with humans mm-hmm a little tension a little mystery that of course that..."

38
51:14 - 52:55
1:40 duration210 words

The Male Gaze and AI Ethics

McCorduck introduces the concept of the 'male gaze' in the context of AI, critiquing the historical perspective that often overlooks women's contributions. She discusses the existential threats posed by AI and the need for ethical considerations in its development. This segment highlights the importance of inclusivity and diverse perspectives in shaping the future of AI.

"level bar that people have dreamt of that to touring dreamt of it he had a date time line do you have how of your own timeline evolved on past don't I don't even think about it you don't even know jus..."

39
52:55 - 54:24
1:29 duration213 words

Women in Tech: A Historical Perspective

In this segment, McCorduck reflects on the evolution of women's roles in science and technology. She discusses the challenges women face in the tech industry and the societal changes that have occurred over the decades. This historical perspective emphasizes the ongoing struggle for equality and the impact of movements like Me Too on women's representation in tech.

"and so forth so when Elon and his pals Hawking and so on came hey I was gonna eat our lunch our dinner and our midnight snack - I thought what and I said to Ed Val oh this is the first gun first these..."

40
54:24 - 55:57
1:32 duration217 words

Optimism Amidst Challenges

McCorduck shares her optimistic outlook on the future, despite the challenges faced by women in tech and the uncertainties surrounding AI. She discusses the potential for positive change and the importance of resilience in the face of adversity. This segment captures her hopeful perspective on the evolution of technology and gender equality.

"cognitive now is extremely relevant you and Nancy Ramsay talk about four possible futures right of women in science and tech so if we look at the decades before and after the book was released can you..."

41
55:57 - 57:21
1:24 duration207 words

The Unpredictability of AI

In this segment, McCorduck expresses her concerns about the unforeseen consequences of AI development. She reflects on her journey in the field and how her understanding of intelligence has evolved. This discussion highlights the need for a broader definition of intelligence and the importance of preparing for unexpected challenges in AI.

"apart that was a perfect example of the sand pile effect and that made me feel good it didn't change all of society but it really woke a lot of people up but I you in general optimistic about maybe af..."

42
57:21 - 59:34
2:12 duration262 words

AI and the Future of Intelligence

McCorduck concludes by discussing her memoir and the insights gained from her experiences in AI. She emphasizes the significance of AI as a field that challenges traditional notions of intelligence, particularly regarding gender. This segment encapsulates her journey and the transformative potential of AI in redefining intelligence beyond gendered stereotypes.

"many kinds see you've now just finished or in the process of finishing your the book you've been working on a memoir what how have you changed I know it's just writing but how have you changed the pro..."