Bölümler
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Pioneers of AI is your weekly guide to the AI frontier. Each week, host Dr. Rana el Kaliouby (AI scientist, investor, author, co-founder of Affectiva) is joined by the leading creators, critics, and thinkers behind mind-blowing technology and asks the important questions about how artificial intelligence is changing the way we live.
In this episode: Creating and sharing art is a uniquely human experience. With the rise of AI, creative processes are shifting, but Taryn Southern doesn’t think that means art becomes any less human. As a storyteller and technologist, Southern uses AI to push the limits of her creativity. She also works to help fellow artists and everyday people embrace the potential of AI. Southern joins Pioneers of AI to talk about what partnering with AI to make art looks like, how she assembled a team of chatbots to create a festival trailer, and what it was like making the first album co-written by AI.
Learn more about Pioneers of AI: http://pioneersof.ai/ -
What does it take to create something the world has never seen before?
In this final episode of Artful Intelligence, Reid Hoffman and Chris McLeod explore what it takes to spark a creative revolution with filmmaker Paul Trillo. Using OpenAI’s groundbreaking AI video generator, Sora, Paul directed the world’s first fully AI-generated music video.
After gaining early access to Sora, Paul faced a massive creative challenge: How could he use an AI tool known for surreal, dream-like visuals to craft a music video that felt emotionally real? The answer came from embracing AI’s quirks—its strange hallucinations, its unpredictable transformations—and writing prompts like poetic scripts to guide the machine’s creative output.
Join us as Paul reveals how he turned an experimental AI model into an award-winning music video—and how creators everywhere can harness emerging tech to redefine what’s possible in art.
Time Stamps:
Part 1: To Create a Paradigm Shift with AI, Lean Into Its Constraints
07:25 - Paul Trillo discovers OpenAI’s AI video generator, Sora
09:46 - Navigating early uncertainty about AI’s impact on filmmaking
12:09 - Directing under creative constraints during COVID with The Shins’ “The Great Divide”
16:57 - Making emotionally resonant art despite technological limits
19:09 - Reid: What advice would you give someone running into constraints with AI tools?
Part 2: Paradigm Shifts Often Come from Reviving Old, Impossible Ideas
23:01 - Paul’s early experiments with Sora push AI video limits
24:34 - Resurrecting old creative concepts from his “Graveyard of Ideas”
25:59 - Inspired by Carl Sagan’s “Golden Record” and its sci-fi storytelling potential
28:49 - Creating a surreal AI-generated trailer blending historical and futuristic imagery
30:21 - Revisiting a decade-old “infinite zoom” concept for a music video
35:05 - Reid: How do paradigm shifts in AI go beyond just replicating older tech?
Part 3: Excavating Right at the Edge of What’s Possible Today
37:45 - Writing “alchemy-like” prompts to guide AI’s hallucinations
40:19 - Blending AI’s surreal misremembered details into an emotional story
42:36 - Generating 700 videos and 320 minutes of AI footage for the music video
44:56 - Reid: What kind of impossible ideas might AI make possible?
Links:
“The Hardest Part” Music Video by Washed Out. Directed by Paul Trillo:
https://vimeo.com/941713443
“The Golden Record” by Paul Trillo:
https://vimeo.com/927400626
“The Great Divide” by The Shins. Directed by Paul Trillo:
https://vimeo.com/461473136
Infinite Zoom in Manhattan:
https://vimeo.com/paultrillo
Paul Trillo on Instagram:
https://www.instagram.com/paultrillo
Will Smith eating Spaghetti (example of early AI video generation):
https://www.youtube.com/watch?v=XQr4Xklqzw8
Reid AI:
https://www.linkedin.com/posts/reidhoffman_the-nobel-prize-award-ceremony-took-place-activity-7272418124639928320-ZyMn/
Show Description:
Artful Intelligence explores the thrilling intersection of creativity and artificial intelligence. Hosted by Chris McLeod, this mini-series dives into the stories of groundbreaking artists using AI to push the boundaries of what’s possible.
Each episode showcases how human ingenuity and machine learning collaborate to create the extraordinary. With thought-provoking contributions from Reid Hoffman, Artful Intelligence asks bold questions about the future of creativity: Can AI amplify human expression? How do we ensure it empowers rather than replaces us? -
Eksik bölüm mü var?
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How can you shape the future with AI to create the world you want to live in?
Reid Hoffman and Chris McLeod explore this question with Elise Swopes, a trailblazing visual artist and educator blending AI with photography. Currently an evangelist for Adobe, Elise has been a creative force since the early days of Instagram, crafting surreal visuals for brands such as Adidas, McDonald’s, Casamigos, and Sony. But her journey hasn’t been without challenges. From online harassment to personal struggles, she’s faced adversity with resilience, using her art to shape a brighter, more inclusive future.
Join us as we traverse her path—while Reid reflects on AI’s evolving role in fostering creativity and meaningful human expression. Can AI ever replace human style, or will the future of art always require a human touch?
Time Stamps:
02:14 - Chris McLeod intros the series
Part 1: Shape Your Tools Because They Will Shape You and Your Future
07:07 - How Elise discovered AI and overcame early backlash
09:26 - Building websites and creating digital art as a kid
11:26 - Teaching creativity online and the power of sharing knowledge
17:03 - Reid: How can we foster more constructive conversations about AI?
Part 2: The Right Networks Will Amplify Your Voice Without Losing It
17:13 - Using AI tools to redefine creative possibilities
19:29 - Elise’s journey from public school to creative entrepreneurship
21:26 - Brand collaborations with Nike, McDonald’s, and Casamigos
23:36 - Navigating higher education on her own terms
25:12 - Reid: What would a “better future with AI” look like for artists?
Part 3: Taste and Style Are Your Competitive Advantage in Shaping the Era of AI
27:50 - How artists can shape AI’s future through experimentation
31:31 - Elise’s creative process with Adobe Firefly and AI-generated art
33:52 - Reid: Could AI make human artistic style obsolete?
41:16 - Elise reflects on personal growth and creative freedom
Links:
Swopes’ Website:
https://www.swopes.info/
Swopes on Instagram:
https://www.instagram.com/swopes
Swopes AI piece discussed in the episode:
https://www.instagram.com/reel/C5D0rFJOEzf/?igsh=MWgwNDU1cms1a3I2
Swopes’ TEDx Talk:
https://www.youtube.com/watch?v=joWNKJlf8N0
Show Description:
Artful Intelligence explores the thrilling intersection of creativity and artificial intelligence. Hosted by Chris McLeod, this mini-series dives into the stories of groundbreaking artists using AI to push the boundaries of what’s possible.
Each episode showcases how human ingenuity and machine learning collaborate to create the extraordinary. With thought-provoking contributions from Reid Hoffman, Artful Intelligence asks bold questions about the future of creativity: Can AI amplify human expression? How do we ensure it empowers rather than replaces us? -
What if you could create the impossible with AI?
In this debut episode of Artful Intelligence, Chris McLeod introduces us to Montreal-based filmmaker Malick Lombion, whose groundbreaking technique, Hyperlapse X AI, is redefining video art. Malick combines hyperlapse cinematography with cutting-edge AI tools like DALL-E to compress time, space, and reality into surreal and mesmerizing visuals.
Malick pushed AI to its creative limits, proving that human ingenuity and machine learning can work in tandem to unlock new dimensions of art. Reid Hoffman and Chris explore what it takes to innovate at this level: the right partnerships, a willingness to fail publicly, and a commitment to going all in.
Discover how Malick’s work inspired a new wave of video creators—and what it says about the future of creativity in an AI-driven world.
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/
Time Stamps:
Introduction
00:01 – Artful Intelligence introduction.
02:36 – Chris and Reid discuss the central question: Can AI amplify human creativity?
04:08 – A brief history of cinematic breakthroughs, from Georges Méliès to hyperlapse.
08:13 – Malick explains Hyperlapse x AI.
Part 1: The Right Humans Are Required
10:01 – Malick discovers DALL-E 2 and its potential for groundbreaking visuals.
10:55 – Malick teams up with Manuel Sainsily to create Hyperlapse x AI.
12:26 – A long and tedious process.
13:35 – Reid Hoffman on the value of diverse collaborators in AI innovation.
Part 2: Plan on Failure in a Public Way
18:39 – Malick gets an offer to work with Insta360.
20:45 – Public experimentation on Instagram leads Malick to hyperlapse videos.
23:08 – Trial and error with a 10-foot selfie stick.
26:39 – Reid Hoffman on iterative deployment and learning from failure.
Part 3: Once You Know Where You’re Going, Go All In
31:26 – Malick begins transforming his 360 footage into a Hyperlapse x AI video.
32:16 – Malick moves from Guadeloupe to Montreal, fully committing to his passion for video creation.
37:09 – Malick completes his breakthrough video.
40:33 – Malick’s Hyperlapse x AI video goes viral.
Outro
49:19 – Chris reflects on Malick’s journey and previews the next episode in the series.
Links:
Malick Lombion’s Instagram:
https://www.instagram.com/malick.fr?utm_source=ig_web_button_share_sheet&igsh=ZDNlZDc0MzIxNw==
Malick’s Hyperlapse x AI video with the Insta360 camera
https://www.instagram.com/reel/CiPyY1VAv6I/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA==
An updated version of Malick’s and Manuel Sainsily’s first Hyperlapse x AI video
https://www.instagram.com/reel/ChNyS6iAEA8/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA== -
Would the world be a better place if we all paused to enjoy a square of sustainably-sourced craft chocolate every day? In honor of the Thanksgiving season, Reid and Aria treat Possible listeners to a discussion about chocolate, flavor, and sustainability. Joining them is Spencer Hyman, whose company, Cocoa Runners, sells craft chocolates from sustainability-minded artisan makers around the world. He gets into the difference between flavor and taste, along with the future of personalized nutrition and the art of savoring everything from chocolate to friendship.
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/
Topics:
2:33 - Hellos and intros
4:20 - Spencer’s journey into the world of chocolate
6:25 - The language of flavor
8:01 - How AI could impact taste
10:23 - Inflection’s Pi describes flavors in creative ways
13:03 - Leading a sustainable business that combines capital and social good
15:17 - Making chocolate more social
16:08 - Why chocolate is water-intensive
18:32 - Waves of culinary trends and innovations
22:17 - Midroll ad break
22:24 - Can technology help us better savor food?
25:14 - The next potential innovations in the food industry
28:07 - Why the order you eat things in matters
30:50 - Building meaningful connection via chocolate
34:14 - A conversation with Spencer’s daughter about chocolate and relationship-building
38:18 - Rapid-fire questions -
Following an inspiring conversation with JusticeText co-founder Devshi Mehrotra, Aria asks Reid about other opportunities for AI to support public infrastructure. Plus, Reid discusses the state of venture funding and OpenAI’s $6.6 billion round.
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/ -
America’s criminal justice system relies on public defenders to represent anyone without access to a private attorney. But public defenders are chronically under-resourced and overburdened with caseloads. Can technology help lessen that load and, in effect, make the criminal justice system more just? This week’s guest, Devshi Mehrotra, says yes. Devshi is co-founder and CEO of JusticeText, a startup developing AI software to help lawyers search and review case material more efficiently and enhance police accountability. She joins Reid and Aria to talk about JusticeText’s offerings and opportunities, along with public-private partnerships and local governments’ evolving attitudes toward AI and innovation. Plus, a public defender shares her experience using JusticeText and Devshi demos the platform.
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/
Topics:
3:10 - Hellos and intros
6:47 - What inspired the creation of JusticeText
10:38 - What America’s public defenders are up against
12:35 - How JusticeText can help
14:32 - On being a for-profit company
18:11 - Creating a new market
20:47 - JusticeText’s customer base
23:33 - Midroll
23:41 - A testimony from a public defender using the platform
24:40 - Requests for new features
25:58 - JusticeText demo
28:50 - How AI is supporting, not replacing, public defenders’ jobs
30:23 - The intersection of government and technology
32:53 - How local governments are thinking about AI
34:59 - Other technologies that could improve the justice system
37:28 - What entrepreneurial advice Devshi would give her younger self
38:43 - The future of JusticeText
40:42 - Rapid-fire questions -
After last week’s wide-ranging discussion with Bill Gates, Aria asks Reid for his take on the work of this philanthropic luminary. Plus, Reid gives a three-part answer to the technology developments he thinks are going to have broad and beneficial applications across many fields.
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/ -
In this episode of Remarkable People, join host Guy Kawasaki for an illuminating conversation with Reid Hoffman, co-founder of LinkedIn and partner at Greylock. Together, they explore entrepreneurship, politics, and artificial intelligence, offering unique insights into blitzscaling, the future of democracy, and how games shaped his strategic thinking. Hoffman shares candid views on Silicon Valley dynamics, the impact of extreme wealth, and his optimistic vision for AI's role in society. Discover how this tech pioneer navigates the intersection of technology, business, and civic responsibility.
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Ahead of the U.S. presidential election, we’re bringing you a bonus episode from Reid's Masters of Scale podcast. A few weeks ago, Reid sat down with former President Bill Clinton at the Masters of Scale Summit to talk about the current state of American democracy, polarization, and what’s at stake in this election. Their full, unedited stage conversation is presented in this episode. To hear more conversations like these from Reid Hoffman, subscribe to Masters of Scale wherever you get your podcasts: https://mastersofscale.com/follow
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How many lives will be saved with the help of AI over the next decade?
Reid and Aria sat down with Bill Gates to discuss his main areas of focus: climate change, energy, global health, and education—and how AI will help transform each of them. Taking a bird’s-eye view of society’s challenges, it’s easy to give in to pessimism. But as one of the most influential people in the world, Bill Gates has a unique perspective on how far humanity has come and what our potential—and timelines—for meaningful change really look like. He gets granular on everything from cows (5% of global emissions) to disease reduction and eradication (Guinea worm disease). At each turn, he has data at his fingertips to ground his beliefs. So, what current set of innovations is Bill most excited about? And what is realistically on the horizon for AI, climate change, energy, global health, and education?
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/
Topics:
03:18 - Hellos and intros
03:24 - Projects Bill is most excited about
05:46 - Bill’s recent Netflix series
08:14 - Technology that will change what’s possible
10:41 - Solutions for malnutrition
12:09 - Cow-based solutions for climate change and nutrition
17:06 - What Bill is working toward for climate change
19:19 - Viable alternative energy sources
23:80 - What will make solar work?
26:47 - Nuclear fission and fusion
29:30 - How AI will help mitigate climate change
32:38 - What to focus on in global health
37:24 - AI and drug discovery
39:52 - What else will AI unlock in public health?
42:28 - Personalized medicine: is it worth it?
44:02 - Conditions on the ground in the poorest countries
47:29 - AI in education
51:24 - Khanmigo and early GPT-4
54:59 - Non-tech levers for change in education
56:34 - What would Bill ask someone from 2100?
58:25 - AI in 3-5 years, and what comes next for work
01:03:05 - Rapid-fire Questions
Select mentions:
The Better Angels of Our Nature by Steven Pinker
https://en.wikipedia.org/wiki/The_Better_Angels_of_Our_Nature
What’s Next? The Future with Bill Gates
https://www.youtube.com/watch?v=6xxhYr4gbQE
Bill Gates Visits First Avenue School: Commends Innovative Use of Technology
https://www.nps.k12.nj.us/schools/first-avenue-school/bill-gates-visits-first-avenue-school-commends-innovative-use-of-technology/
Possible is an award-winning podcast that sketches out the brightest version of the future—and what it will take to get there. Most of all, it asks: what if, in the future, everything breaks humanity's way? Tune in for grounded and speculative takes on how technology—and, in particular, AI—is inspiring change and transforming the future. Hosted by Reid Hoffman and Aria Finger, each episode features an interview with an ambitious builder or deep thinker on a topic, from art to geopolitics and from healthcare to education. These conversations also showcase another kind of guest: AI. Whether it's Inflection’s Pi, OpenAI’s ChatGPT or other AI tools, each episode will use AI to enhance and advance our discussion about what humanity could possibly get right if we leverage technology—and our collective effort—effectively. -
What does productive collaboration between big tech developers and the rest of the world actually look like? This week, Reid gets into the value of competition, iterative development, learning mindsets, and red teaming in tech and business—in the United States and globally.
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/ -
How can people in all corners of the world participate in the AI revolution and unlock benefits in their own lives? James Manyika, Senior Vice President of Research, Technology & Society at Google, joins the show to discuss global access to AI and the impact on capitalism, the economy, science, and the workforce. He speaks to Google’s latest AI developments, including tools to warn people about natural disasters like floods and wildfires, along with the virtual research assistant NotebookLM.
Read the transcript of this episode here: www.possible.fm/podcasts/manyika
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/
Topics:
01:18 - Hellos and intros
02:36 - James’s career and path into AI
03:59 - UN involvement and diversity of perspectives in global AI
08:04 - Learnings from UN High-Level Advisory Body on AI
10:01 - NotebookLM demo
12:06 - Specific uses of the virtual research assistant NotebookLM
15:03 - Global positive impacts of AI
18:38 - AI and capitalism, the economy
24:10 - AI and climate change
29:17 - Humanity and AI development
32:14 - How to mitigate risks
35:02 - The rising importance of humanist disciplines
36:50 - NotebookLM rollout
39:31 - Truth and bias in the age of AI
40:58 - Rapid-fire questions
Select mentions:
NotebookLM - https://notebooklm.google.com/
Governing AI for Humanity, from the UN's High-level Advisory Body on AI - https://www.un.org/sites/un2.un.org/files/governing_ai_for_humanity_final_report_en.pdf
Project Green Light - https://sites.research.google/greenlight/
“Applying AI to Rebuild Middle Class Jobs” by David Autor - https://www.nber.org/papers/w32140
“Accelerating Climate Action with AI” from BCG – https://web-assets.bcg.com/72/cf/b609ac3d4ac6829bae6fa88b8329/bcg-accelerating-climate-action-with-ai-nov-2023-rev.pdf
Possible is an award-winning podcast that sketches out the brightest version of the future—and what it will take to get there. Most of all, it asks: what if, in the future, everything breaks humanity's way? Tune in for grounded and speculative takes on how technology—and, in particular, AI—is inspiring change and transforming the future. Hosted by Reid Hoffman and Aria Finger, each episode features an interview with an ambitious builder or deep thinker on a topic, from art to geopolitics and from healthcare to education. These conversations also showcase another kind of guest: AI. Whether it's Inflection’s Pi, OpenAI’s ChatGPT or other AI tools, each episode will use AI to enhance and advance our discussion about what humanity could possibly get right if we leverage technology—and our collective effort—effectively. -
Reid unpacks the decision to appoint Sean White as the leader of Inflection and outlines what makes him uniquely poised to take on this exciting challenge. Plus, Aria asks Reid about the future landscape of LLMs.
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/ -
How will an empathetic AI interact with humans? What if we used AI not just for its IQ, but its EQ? How do we build the trust to enable it to take agency on our behalf?
This week, Reid and Aria sit down with an expert and friend, Sean White to start answering those questions. Sean White is currently the CEO of Inflection AI and is working on expanding the relationship of what AI can do for humans. Sean takes a humanist approach to new technology, and is interested in AI that can go beyond intelligence to learn empathy and take action. Sean's background is as wide-ranging as the conversation, where we discuss the influence of AI in everything from neuroscience to understanding animal languages. Plus, listen to a live test with Pi to demonstrate Pi's ability to handle a tough situation at work, with empathy.
Read the transcript of this episode here.
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/
Topics:
01:22 - Hellos and intros
3:20 - Microsoft and Inflection
6:27 - The capabilities and influence of Inflection’s Pi
11:02 - Pi in the workplace
12:10 - Pi in action
15:38 - AI isn’t a human; it is a tool
16:11 - Pi’s IQ vs EQ
17:46 - Pi’s AQ, or our ability to take action via AI
18:51 - How our lives might change in the near future with Pi
21:36 - How our skill sets will elevate
22:28 - Neuroscience and AI
25:22 - Owning your intelligence
30:14 - The wonders of Earth Species Project
34:05 - Rapid-fire questions
Select mentions:
Inflection: https://inflection.ai/
Spruce art collective
Dr. Eddie Chang, Chang Lab, UCSF
Familiarity by the Punch Brothers
Dr. Hirokazu Kato, Nara Institute of Science and Technology
Possible is an award-winning podcast that sketches out the brightest version of the future—and what it will take to get there. Most of all, it asks: what if, in the future, everything breaks humanity's way? Tune in for grounded and speculative takes on how technology—and, in particular, AI—is inspiring change and transforming the future. Hosted by Reid Hoffman and Aria Finger, each episode features an interview with an ambitious builder or deep thinker on a topic, from art to geopolitics and from healthcare to education. These conversations also showcase another kind of guest: AI. Whether it's Inflection’s Pi, OpenAI’s ChatGPT or other AI tools, each episode will use AI to enhance and advance our discussion about what humanity could possibly get right if we leverage technology—and our collective effort—effectively. -
With Election Day fast approaching, Reid tackles some big questions: Is Silicon Valley leaning increasingly red? How can—and should—the government modernize voting? Is there a place for AI agents in politics? And which party is really best for business right now?
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/ -
What’s driving some of the greatest political divisions and threats to democracy ahead of the 2024 U.S. presidential election?
This week, Reid and Aria attempt to unpack this with someone who specializes in listening to American voters and translating those insights, at scale: Republican political strategist and The Bulwark co-founder/publisher Sarah Longwell. Sarah, who also hosts The Focus Group Podcast, joins the show to talk about her experience listening to everyday voters through focus groups — and her perspective on how doing so can help people better understand one another, combat misinformation, and heal some of the deepest divides in America today. She shares her perspective on Donald Trump, the upcoming election, the state of politics in Silicon Valley, AI, the future of the Republican Party, and the value of compromising. Plus, Reid tests GPT-4o’s ability to separate fact from fiction.
Note: This conversation is not intended to proselytize or convert anyone. Rather, it is an attempt to learn from someone who has spent hundreds of hours talking to thousands of voters about their lives and politics.
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/
Topics:
03:41 - Hellos and intros
04:55 - The state of politics now
06:08 - Inside the mind of an undecided voter
08:22 - What polls actually tell us
10:04 - What’s different about the political attitude right now
12:22 - How focus groups work, and what they tell us
18:08 - The benefits of qualitative research
18:52 - How can technology improve focus group research?
23:12 - How to become a better listener and persuader
28:21 - The impact and use cases of AI running focus groups
34:03 - When a human touch is necessary
36:37 - AI video-based sentiment analysis
41:05 - Sarah navigating being a lone wolf in politics
45:19 - What Sarah learned fighting for marriage equality
47:25 - How does misinformation spread and stick?
54:08 - What’s next for the Republican party?
57:42 - GPT-4o “spot the fake headline” test
01:02:57 - Rapid-fire questions
Possible is an award-winning podcast that sketches out the brightest version of the future—and what it will take to get there. Most of all, it asks: what if, in the future, everything breaks humanity's way? Tune in for grounded and speculative takes on how technology—and, in particular, AI—is inspiring change and transforming the future. Hosted by Reid Hoffman and Aria Finger, each episode features an interview with an ambitious builder or deep thinker on a topic, from art to geopolitics and from healthcare to education. These conversations also showcase another kind of guest: AI. Whether it's Inflection’s Pi, OpenAI’s ChatGPT or other AI tools, each episode will use AI to enhance and advance our discussion about what humanity could possibly get right if we leverage technology—and our collective effort—effectively. -
Reid reflects on his early exposure to AI as an undergraduate at Stanford and on navigating the space between academia and industry. Plus, he and Aria discuss human outcomes of technology—and how human-centered technologists such as Fei-Fei Li, Mustafa Suleyman, and Kevin Scott have helped him keep those outcomes top of mind.
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/ -
How can scientists leverage AI and machine learning to more effectively research, develop, and deliver new drugs? This week, Reid and Aria talk drug development with renowned computer scientist and executive Dr. Daphne Koller, whose company, insitro, uses machine learning to improve the quality and speed of drug discovery. She addresses several ways AI and ML are already being used to redefine diseases and create better therapeutic interventions. Plus, she shares her experience transitioning from academia to industry.
Read the transcript of this episode here: https://www.possible.fm/podcasts/dkoller
For more info on the podcast and transcripts of all the episodes, visit https://www.possible.fm/podcast/
Topics:
00:01: Cold open
00:43: Hellos and intros
3:20: Early involvement in AI
5:00: Overview of drug discovery and its evolution over the last five years
7:50: AI and machine learning impact on biology and drug development
9:09: Pi aside defining AlphaFold
11:37: Areas of acceleration and opportunity in AI and drug discovery
17:21: Synthetic data
21:21: AI implications on therapeutic hypotheses
23:54: Personalized vs. precision medicine
27:04: Closing the data feedback loop
30:31: Exciting announcements
34:24: Privacy and data
36:41: GPT-4 story
38:48: Stuart Russell’s comments on the applications of Koller’s thesis
43:36: AI as a moving target
47:24: How can academia and industry positively impact society and humanity
51:58: insitro’s culture
54:18: - Rapid-fire questions
Select mentions:
Not the End of the World: How We Can Be the First Generation to build a Sustainable Planet by Hannah Ritchie
Stuart Russell
Possible is an award-winning podcast that sketches out the brightest version of the future—and what it will take to get there. Most of all, it asks: what if, in the future, everything breaks humanity's way? Tune in for grounded and speculative takes on how technology—and, in particular, AI—is inspiring change and transforming the future. Hosted by Reid Hoffman and Aria Finger, each episode features an interview with an ambitious builder or deep thinker on a topic, from art to geopolitics and from healthcare to education. These conversations also showcase another kind of guest: AI. Whether it's Inflection’s Pi, OpenAI’s ChatGPT or other AI tools, each episode will use AI to enhance and advance our discussion about what humanity could possibly get right if we leverage technology—and our collective effort—effectively. -
This week, Reid veers toward science fiction, tackling big questions including: Is a single mentally-linked network in our future? Can and should humans create other sentient beings?
Select mentions:
David Brin - Daha fazla göster
